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[FCSNEW.NET] Udemy - The AI Engineer Course 2025 Complete AI Engineer Bootcamp
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[FCSNEW.NET] Udemy - The AI Engineer Course 2025 Complete AI Engineer Bootcamp
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文件列表
03. Intro to AI Module Key AI techniques/3. Deep learning.mp4
167.6 MB
05. Intro to AI Module Understanding Generative AI/4. From Language Models to Large Language Models (LLMs).mp4
135.5 MB
07. Intro to AI Module The AI tech stack/4. The importance of open source.mp4
130.8 MB
03. Intro to AI Module Key AI techniques/1. Machine learning.mp4
125.6 MB
09. Intro to AI Module Looking ahead/1. AI ethics.mp4
122.0 MB
03. Intro to AI Module Key AI techniques/2. Supervised, Unsupervised, and Reinforcement learning.mp4
118.9 MB
05. Intro to AI Module Understanding Generative AI/6. From N-Grams to RNNs to Transformers The Evolution of NLP.mp4
111.5 MB
08. Intro to AI Module AI job positions/1. AI strategist.mp4
110.5 MB
33. LLMs Module Question and Answer Models With BERT/2. BERT architecture.mp4
104.1 MB
09. Intro to AI Module Looking ahead/2. Future of AI.mp4
100.3 MB
01. Intro to AI Module Getting started/4. Brief history of AI.mp4
99.9 MB
05. Intro to AI Module Understanding Generative AI/7. Phases in building LLMs.mp4
99.6 MB
04. Intro to AI Module Important AI branches/1. Robotics.mp4
97.9 MB
04. Intro to AI Module Important AI branches/2. Computer vision.mp4
97.9 MB
08. Intro to AI Module AI job positions/2. AI developer.mp4
95.5 MB
34. LLMs Module Text Classification With XLNet/1. GPT vs BERT vs XLNET.mp4
91.8 MB
60. LLM Engineering Module Planning stage/2. Open-Source vs Closed-Source Models.mp4
91.4 MB
30. LLMs Module The Transformer Architecture/6. Multi-headed attention.mp4
91.1 MB
05. Intro to AI Module Understanding Generative AI/8. Prompt engineering vs Fine-tuning vs RAG Techniques for AI optimization.mp4
90.6 MB
56. Speech Recognition Module Background Noise and Spectrograms/3. Dealing with background noise.mp4
90.0 MB
04. Intro to AI Module Important AI branches/4. Generative AI.mp4
86.4 MB
02. Intro to AI Module Data is essential for building AI/2. How we collect data.mp4
83.7 MB
52. Speech Recognition Module Audio Feature Extraction for AI Applications/2. Frequency-domain and time-frequency-domain audio features.mp4
82.7 MB
08. Intro to AI Module AI job positions/3. AI engineer.mp4
82.6 MB
33. LLMs Module Question and Answer Models With BERT/6. Creating a QA bot.mp4
82.2 MB
30. LLMs Module The Transformer Architecture/2. The problem with RNNs.mp4
80.9 MB
49. Speech Recognition Module Introduction/1. Welcome to the world of Speech Recognition.mp4
80.0 MB
47. Vector Databases Module Introduction to The Pinecone Vector Database/1. Vector databases, comparison.mp4
79.6 MB
58. Speech Recognition Module Final Discussion and Future Directions/1. Modern practices and applications.mp4
79.6 MB
52. Speech Recognition Module Audio Feature Extraction for AI Applications/1. Time-domain audio features.mp4
78.7 MB
53. Speech Recognition Module Technology Mechanics/7. Selecting the appropriate speech recognition tool.mp4
76.7 MB
55. Speech Recognition Module Transcribing Audio with Google Web Speech API/1. Audio file formats for speech recognition.mp4
76.6 MB
50. Speech Recognition Module Sound and Speech Basics/3. Properties of sound waves.mp4
76.5 MB
61. LLM Engineering Module Crafting and Testing AI Prompts/2. Optimizing Temperature and Top P for Different Use Cases.mp4
75.9 MB
53. Speech Recognition Module Technology Mechanics/3. Deep learning models CNNs, RNNs, and LSTMs.mp4
75.5 MB
29. LLMs Module Introduction to Large Language Models/7. What can LLMs be used for.mp4
74.7 MB
57. Speech Recognition Module Transcribing Audio with OpenAI's Whisper/1. 9.1Whisper AI Transformer-based speech-to-text.mp4
74.3 MB
05. Intro to AI Module Understanding Generative AI/5. The efficiency of LLM training. Supervised vs Semi-supervised learning.mp4
74.3 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/15. Retrieval Maximal Marginal Relevance (MMR) search.mp4
73.7 MB
51. Speech Recognition Module Analog to Digital Conversion/2. Audio signal processing for Machine Learning and AI.mp4
71.9 MB
34. LLMs Module Text Classification With XLNet/3. Preprocessing our data.mp4
71.6 MB
61. LLM Engineering Module Crafting and Testing AI Prompts/1. The OpenAI Playground.mp4
71.3 MB
38. LangChain Module The OpenAI API/4. Temperature, max tokens, and streaming.mp4
70.1 MB
53. Speech Recognition Module Technology Mechanics/2. Hidden Markov Models (HMMs) and traditional neural networks.mp4
68.9 MB
59. LLM Engineering Module Introduction/3. The Interview Tool’s Specifics.mp4
68.8 MB
33. LLMs Module Question and Answer Models With BERT/1. GPT vs BERT.mp4
68.5 MB
54. Speech Recognition Module Setting Up the Environment/3. Installing packages for speech recognition.mp4
68.1 MB
35. LangChain Module Introduction/3. Business applications of LangChain.mp4
67.4 MB
46. Vector Databases Module Basics of Vector Space and High-Dimensional Data/2. Distance metrics in vector space.mp4
67.1 MB
29. LLMs Module Introduction to Large Language Models/3. What are LLMs.mp4
66.9 MB
07. Intro to AI Module The AI tech stack/7. AI evaluation tools.mp4
66.6 MB
49. Speech Recognition Module Introduction/3. Course Approach.mp4
66.3 MB
39. LangChain Module Model Inputs/1. The LangChain framework.mp4
66.2 MB
52. Speech Recognition Module Audio Feature Extraction for AI Applications/4. Frequency-domain feature extraction Fourier transform.mp4
65.0 MB
40. LangChain Module Message History and Chatbot Memory/5. Conversation summary memory.mp4
64.7 MB
07. Intro to AI Module The AI tech stack/3. Vector databases.mp4
64.6 MB
30. LLMs Module The Transformer Architecture/5. Input embeddings.mp4
64.1 MB
32. LLMs Module Hugging Face Transformers/4. Special tokens.mp4
64.0 MB
06. Intro to AI Module Practical challenges in Generative AI/2. Budgeting and API costs.mp4
64.0 MB
29. LLMs Module Introduction to Large Language Models/4. How large is an LLM.mp4
63.8 MB
35. LangChain Module Introduction/1. Introduction to the course.mp4
63.6 MB
55. Speech Recognition Module Transcribing Audio with Google Web Speech API/3. The SpeechRecognition library Google Web Speech API.mp4
63.6 MB
21. NLP Module Text Preprocessing/10. Practical task.mp4
63.5 MB
61. LLM Engineering Module Crafting and Testing AI Prompts/3. Prompt Engineering for Software Development.mp4
63.3 MB
35. LangChain Module Introduction/5. What does the course cover.mp4
63.2 MB
05. Intro to AI Module Understanding Generative AI/3. Recent NLP advancements.mp4
63.2 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/6. Indexing Document loading with PyPDFLoader.mp4
62.6 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/4. Introduction to document embedding.mp4
62.6 MB
31. LLMs Module Getting Started With GPT Models/9. LangChain.mp4
62.6 MB
45. Vector Databases Module Introduction/3. Database comparison SQL, NoSQL, and Vector.mp4
62.6 MB
07. Intro to AI Module The AI tech stack/6. LangChain.mp4
61.8 MB
44. LangChain Module Tools and Agents/2. Tools, toolkits, agents, and agent executors.mp4
61.7 MB
32. LLMs Module Hugging Face Transformers/1. Hugging Face package.mp4
60.7 MB
53. Speech Recognition Module Technology Mechanics/6. Building a speech recognition model part II.mp4
60.7 MB
30. LLMs Module The Transformer Architecture/3. The solution attention is all you need.mp4
60.5 MB
62. LLM Engineering Module Getting to Know Streamlit/1. Setting up environment.mp4
60.4 MB
05. Intro to AI Module Understanding Generative AI/9. The importance of foundation models.mp4
60.4 MB
56. Speech Recognition Module Background Noise and Spectrograms/2. Creating a spectrogram with Python.mp4
60.0 MB
25. NLP Module Topic Modelling/1. What is topic modelling.mp4
59.7 MB
06. Intro to AI Module Practical challenges in Generative AI/1. Inconsistency and hallucination.mp4
59.5 MB
22. NLP Module Identifying Parts of Speech and Named Entities/5. Practical task.mp4
59.4 MB
32. LLMs Module Hugging Face Transformers/3. Pre-trained tokenizers.mp4
58.4 MB
30. LLMs Module The Transformer Architecture/7. Feed-forward layer.mp4
58.4 MB
27. NLP Module Categorizing Fake News (Case Study)/5. Processing the text.mp4
57.8 MB
01. Intro to AI Module Getting started/6. Weak vs Strong AI.mp4
57.4 MB
20. NLP Module Introduction/1. Introduction to the course.mp4
57.2 MB
63. LLM Engineering Module Developing the prototype/7. Implementing Feedback Functionality Part 2.mp4
56.7 MB
31. LLMs Module Getting Started With GPT Models/2. The development of ChatGPT.mp4
56.2 MB
52. Speech Recognition Module Audio Feature Extraction for AI Applications/3. Time-domain feature extraction Framing and feature computation.mp4
56.0 MB
05. Intro to AI Module Understanding Generative AI/10. Buy vs Make foundation models vs private models.mp4
55.9 MB
30. LLMs Module The Transformer Architecture/1. Deep learning recap.mp4
55.6 MB
42. LangChain Module LangChain Expression Language (LCEL)/14. Adding memory to a chain (Part 2) Creating the chain.mp4
55.5 MB
53. Speech Recognition Module Technology Mechanics/5. Building a speech recognition model part I.mp4
55.5 MB
46. Vector Databases Module Basics of Vector Space and High-Dimensional Data/1. Introduction to vector space.mp4
55.2 MB
28. NLP Module The Future of NLP/1. What is deep learning.mp4
55.1 MB
53. Speech Recognition Module Technology Mechanics/4. Advanced speech recognition systems Transformers.mp4
55.0 MB
05. Intro to AI Module Understanding Generative AI/2. Early approaches to Natural Language Processing (NLP).mp4
54.9 MB
55. Speech Recognition Module Transcribing Audio with Google Web Speech API/2. Importing audio files in Jupyter Notebook.mp4
54.6 MB
60. LLM Engineering Module Planning stage/3. Tokens.mp4
54.5 MB
63. LLM Engineering Module Developing the prototype/3. Building the Setup Page.mp4
54.4 MB
29. LLMs Module Introduction to Large Language Models/6. Pre-training and fine tuning.mp4
54.0 MB
35. LangChain Module Introduction/4. What makes LangChain powerful.mp4
53.8 MB
51. Speech Recognition Module Analog to Digital Conversion/1. Key concepts Sample Rate, bit depth, and bit rate.mp4
53.8 MB
50. Speech Recognition Module Sound and Speech Basics/2. Fundamentals of sound and sound waves.mp4
53.3 MB
55. Speech Recognition Module Transcribing Audio with Google Web Speech API/5. Calculating WER and CER in Python.mp4
53.2 MB
60. LLM Engineering Module Planning stage/9. Creating an Activity Diagram.mp4
53.1 MB
19. Python Module A Few Important Python Concepts and Terms/6. The Python Documentation.mp4
52.9 MB
45. Vector Databases Module Introduction/4. Understanding vector databases.mp4
52.8 MB
06. Intro to AI Module Practical challenges in Generative AI/4. Running out of data.mp4
52.5 MB
60. LLM Engineering Module Planning stage/6. Initial Prompt Development Part 2.mp4
52.2 MB
33. LLMs Module Question and Answer Models With BERT/7. BERT, RoBERTa, DistilBERT.mp4
52.0 MB
29. LLMs Module Introduction to Large Language Models/1. Introduction to the course.mp4
51.8 MB
49. Speech Recognition Module Introduction/4. How it all started Formants, harmonics, and phonemes.mp4
51.5 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/17. Vector database for semantic image search.mp4
51.5 MB
63. LLM Engineering Module Developing the prototype/4. Enhancing Chatbot Interaction with Session State.mp4
51.3 MB
39. LangChain Module Model Inputs/7. Few-shot chat message prompt templates.mp4
51.1 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/1. How to integrate custom data into an LLM.mp4
51.0 MB
60. LLM Engineering Module Planning stage/5. Initial Prompt Development Part 1.mp4
50.6 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/2. Introduction to the case study – smart search for data science courses.mp4
50.5 MB
37. LangChain Module Setting Up the Environment/3. Setting the API key as an environment variable.mp4
50.5 MB
01. Intro to AI Module Getting started/5. Demystifying AI, Data science, Machine learning, and Deep learning.mp4
50.3 MB
44. LangChain Module Tools and Agents/7. Creating a tool calling agent and an agent executor.mp4
50.2 MB
10. Python Module Why Python/1. Programming Explained in a Few Minutes.mp4
49.2 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/14. Retrieval Similarity search.mp4
49.2 MB
40. LangChain Module Message History and Chatbot Memory/3. Conversation buffer memory Configuring the chain.mp4
48.9 MB
58. Speech Recognition Module Final Discussion and Future Directions/3. The future of speech recognition with AI.mp4
48.8 MB
53. Speech Recognition Module Technology Mechanics/1. Acoustic and language modeling.mp4
48.2 MB
10. Python Module Why Python/2. Why Python.mp4
48.1 MB
31. LLMs Module Getting Started With GPT Models/6. Key word text summarization.mp4
47.9 MB
36. LangChain Module Tokens, Models, and Prices/1. Tokens.mp4
47.8 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/3. Introduction to document loading and splitting.mp4
47.5 MB
36. LangChain Module Tokens, Models, and Prices/2. Models and Prices.mp4
47.4 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/13. Similarity search and querying courses and sections data.mp4
47.4 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/16. Vector database for recommendation engines.mp4
47.2 MB
01. Intro to AI Module Getting started/1. Building an AI tool in 5 minutes A quick demo.mp4
47.1 MB
59. LLM Engineering Module Introduction/1. Introduction to the Course.mp4
47.0 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/10. Indexing Document splitting with Markdown header text splitter.mp4
47.0 MB
42. LangChain Module LangChain Expression Language (LCEL)/8. Piping a RunnableParallel with other Runnables.mp4
46.9 MB
25. NLP Module Topic Modelling/3. Latent Dirichlet Allocation (LDA).mp4
46.8 MB
02. Intro to AI Module Data is essential for building AI/3. Labelled and unlabelled data.mp4
46.7 MB
32. LLMs Module Hugging Face Transformers/2. The transformer pipeline.mp4
46.7 MB
31. LLMs Module Getting Started With GPT Models/7. Coding a simple chatbot.mp4
46.5 MB
05. Intro to AI Module Understanding Generative AI/1. The rise of Gen AI Introducing ChatGPT.mp4
46.5 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/15. Using the BERT embedding algorithm.mp4
46.0 MB
60. LLM Engineering Module Planning stage/1. Hosting an LLM vs Using an API.mp4
46.0 MB
07. Intro to AI Module The AI tech stack/1. Python programming.mp4
45.9 MB
01. Intro to AI Module Getting started/3. Natural vs Artificial Intelligence.mp4
45.9 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/5. Introduction to document storing, retrieval, and generation.mp4
45.9 MB
49. Speech Recognition Module Introduction/5. Development and Evolution.mp4
45.2 MB
19. Python Module A Few Important Python Concepts and Terms/5. What is Software Documentation.mp4
45.0 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/2. Introduction to RAG.mp4
44.9 MB
42. LangChain Module LangChain Expression Language (LCEL)/5. Piping chains and the RunnablePassthrough class.mp4
44.8 MB
19. Python Module A Few Important Python Concepts and Terms/2. Modules, Packages, and the Python Standard Library.mp4
44.8 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/11. Indexing Text embedding with OpenAI.mp4
44.5 MB
60. LLM Engineering Module Planning stage/8. What Is an Activity Diagram.mp4
44.3 MB
39. LangChain Module Model Inputs/6. Chat prompt templates and chat prompt values.mp4
44.2 MB
60. LLM Engineering Module Planning stage/4. Pricing Hosting an LLM vs Pay-by-Token.mp4
43.9 MB
39. LangChain Module Model Inputs/2. ChatOpenAI.mp4
43.7 MB
47. Vector Databases Module Introduction to The Pinecone Vector Database/8. Upserting data from a text file and using an embedding algorithm.mp4
43.4 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/9. How to update and change your vector database.mp4
43.4 MB
50. Speech Recognition Module Sound and Speech Basics/1. How do humans recognize speech.mp4
43.1 MB
21. NLP Module Text Preprocessing/4. Regular expressions.mp4
42.6 MB
57. Speech Recognition Module Transcribing Audio with OpenAI's Whisper/4. Saving audio transcriptions to CSV for easy analysis.mp4
42.5 MB
11. Python Module Setting Up the Environment/6. Jupyter - Handling Error Messages.mp4
42.3 MB
42. LangChain Module LangChain Expression Language (LCEL)/4. The Runnable and RunnableSequence classes.mp4
41.9 MB
44. LangChain Module Tools and Agents/1. Introduction to reasoning chatbots.mp4
41.5 MB
58. Speech Recognition Module Final Discussion and Future Directions/2. Challenges and limitations.mp4
41.3 MB
56. Speech Recognition Module Background Noise and Spectrograms/1. Understanding noise in audio files.mp4
41.3 MB
44. LangChain Module Tools and Agents/8. AgentAction and AgentFinish.mp4
41.2 MB
28. NLP Module The Future of NLP/2. Deep learning for NLP.mp4
41.1 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/18. Generation Generating a response.mp4
41.0 MB
63. LLM Engineering Module Developing the prototype/8. Uploading Your Project in GitHub.mp4
40.9 MB
33. LLMs Module Question and Answer Models With BERT/5. Calculating the response.mp4
40.9 MB
42. LangChain Module LangChain Expression Language (LCEL)/1. Piping a prompt, model, and an output parser.mp4
40.5 MB
28. NLP Module The Future of NLP/3. Non-English NLP.mp4
40.3 MB
27. NLP Module Categorizing Fake News (Case Study)/3. Exploring our data through POS tags.mp4
39.8 MB
02. Intro to AI Module Data is essential for building AI/1. Structured vs unstructured data.mp4
39.5 MB
23. NLP Module Sentiment Analysis/1. What is sentiment analysis.mp4
38.9 MB
45. Vector Databases Module Introduction/1. Introduction to the course.mp4
38.8 MB
57. Speech Recognition Module Transcribing Audio with OpenAI's Whisper/3. Transcribing multiple audio files from a directory.mp4
38.4 MB
40. LangChain Module Message History and Chatbot Memory/6. Combined memory.mp4
38.4 MB
42. LangChain Module LangChain Expression Language (LCEL)/7. RunnableParallel.mp4
38.1 MB
38. LangChain Module The OpenAI API/2. System, user, and assistant roles.mp4
38.0 MB
30. LLMs Module The Transformer Architecture/9. Predicting the final outputs.mp4
37.9 MB
07. Intro to AI Module The AI tech stack/5. Hugging Face.mp4
37.8 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/6. Embedding Algorithms.mp4
37.5 MB
60. LLM Engineering Module Planning stage/7. Database Design and Schema Development.mp4
37.4 MB
62. LLM Engineering Module Getting to Know Streamlit/6. Sessin State.mp4
37.2 MB
02. Intro to AI Module Data is essential for building AI/4. Metadata Data that describes data.mp4
37.1 MB
39. LangChain Module Model Inputs/3. System and human messages.mp4
37.1 MB
44. LangChain Module Tools and Agents/4. Creating a Wikipedia tool and piping it to a chain.mp4
36.4 MB
27. NLP Module Categorizing Fake News (Case Study)/8. What topics appear in fake news (Part 2).mp4
36.1 MB
42. LangChain Module LangChain Expression Language (LCEL)/2. Batching.mp4
35.7 MB
63. LLM Engineering Module Developing the prototype/6. Implementing Feedback Functionality Part 1.mp4
35.5 MB
21. NLP Module Text Preprocessing/1. The importance of data preparation.mp4
35.4 MB
55. Speech Recognition Module Transcribing Audio with Google Web Speech API/4. Evaluation metrics WER and CER.mp4
35.4 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/18. Vector database for biomedical research.mp4
35.2 MB
39. LangChain Module Model Inputs/4. AI messages.mp4
35.2 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/12. Indexing Creating a Chroma vectorstore.mp4
35.0 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/9. Indexing Document splitting with character text splitter (Code along).mp4
35.0 MB
40. LangChain Module Message History and Chatbot Memory/4. Conversation buffer window memory.mp4
34.9 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/8. Similarity search and querying the data.mp4
34.9 MB
24. NLP Module Vectorizing Text/1. Numerical representation of text.mp4
34.9 MB
40. LangChain Module Message History and Chatbot Memory/1. Chat message history.mp4
34.7 MB
25. NLP Module Topic Modelling/6. Latent Semantic Analysis (LSA).mp4
34.6 MB
20. NLP Module Introduction/3. Introduction to NLP.mp4
34.2 MB
07. Intro to AI Module The AI tech stack/2. Working with APIs.mp4
34.1 MB
11. Python Module Setting Up the Environment/1. Jupyter - Introduction.mp4
34.0 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/3. Getting to know the data for the case study.mp4
33.8 MB
63. LLM Engineering Module Developing the prototype/2. Implementing the Chat Functionality.mp4
33.8 MB
46. Vector Databases Module Basics of Vector Space and High-Dimensional Data/3. Vector embeddings walkthrough.mp4
33.6 MB
23. NLP Module Sentiment Analysis/5. Practical task.mp4
33.3 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/1. Introduction to semantic search.mp4
32.9 MB
25. NLP Module Topic Modelling/2. When to use topic modelling.mp4
32.8 MB
62. LLM Engineering Module Getting to Know Streamlit/2. Streamlit's Pros and Cons.mp4
32.8 MB
31. LLMs Module Getting Started With GPT Models/1. What does GPT mean.mp4
32.4 MB
27. NLP Module Categorizing Fake News (Case Study)/9. Categorizing fake news with a custom classifier.mp4
32.3 MB
25. NLP Module Topic Modelling/5. LDA in Python.mp4
31.5 MB
25. NLP Module Topic Modelling/8. How many topics.mp4
31.3 MB
28. NLP Module The Future of NLP/4. What's next for NLP.mp4
31.2 MB
30. LLMs Module The Transformer Architecture/8. Masked multihead attention.mp4
31.1 MB
33. LLMs Module Question and Answer Models With BERT/4. BERT embeddings.mp4
31.1 MB
06. Intro to AI Module Practical challenges in Generative AI/3. Latency.mp4
31.0 MB
42. LangChain Module LangChain Expression Language (LCEL)/12. RunnablePassthrough with additional keys.mp4
30.4 MB
34. LLMs Module Text Classification With XLNet/4. XLNet Embeddings.mp4
30.3 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/17. Generation Stuffing documents.mp4
29.9 MB
44. LangChain Module Tools and Agents/5. Creating a retriever and a custom tool.mp4
29.9 MB
19. Python Module A Few Important Python Concepts and Terms/1. Introduction to Object Oriented Programming (OOP).mp4
29.5 MB
38. LangChain Module The OpenAI API/1. First Steps.mp4
29.5 MB
63. LLM Engineering Module Developing the prototype/9. Deploying Your Streamlit App.mp4
29.4 MB
42. LangChain Module LangChain Expression Language (LCEL)/3. Streaming.mp4
29.3 MB
43. LangChain Module Retrieval Augmented Generation (RAG)/13. Indexing Inspecting and managing documents in a vectorstore.mp4
29.3 MB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/5. Pinecone Python APIs and connecting to the Pinecone server.mp4
28.4 MB
47. Vector Databases Module Introduction to The Pinecone Vector Database/6. Upserting data to a pinecone vector database.mp4
28.1 MB
39. LangChain Module Model Inputs/5. Prompt templates and prompt values.mp4
28.1 MB
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27.5 MB
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27.5 MB
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27.4 MB
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26.9 MB
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26.3 MB
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26.1 MB
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26.1 MB
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25.7 MB
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25.4 MB
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25.3 MB
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25.1 MB
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24.3 MB
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40. LangChain Module Message History and Chatbot Memory/1. Chat message history.vtt
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42. LangChain Module LangChain Expression Language (LCEL)/14. 08 LCEL 14.ipynb
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18. Python Module Iteration/1. Iteration_Lectures.ipynb
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18. Python Module Iteration/18. Iteration_Lectures.ipynb
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39. LangChain Module Model Inputs/1. The LangChain framework.vtt
6.8 kB
53. Speech Recognition Module Technology Mechanics/7. Selecting the appropriate speech recognition tool.vtt
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15. Python Module Conditional Statements/9.46 The ELIF Statement - Exercise #2.html
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12. Python Module Python Variables and Data Types/14. Types of Data - Strings.vtt
6.8 kB
43. LangChain Module Retrieval Augmented Generation (RAG)/12. Indexing Creating a Chroma vectorstore.vtt
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47. Vector Databases Module Introduction to The Pinecone Vector Database/4. 3.5 Pinecone Homework solution.ipynb
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43. LangChain Module Retrieval Augmented Generation (RAG)/17. 09 RAG 17.ipynb
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42. LangChain Module LangChain Expression Language (LCEL)/12. RunnablePassthrough with additional keys.vtt
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54. Speech Recognition Module Setting Up the Environment/3. Installing packages for speech recognition.vtt
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07. Intro to AI Module The AI tech stack/4. The importance of open source.vtt
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35. LangChain Module Introduction/5. What does the course cover.vtt
6.6 kB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/2. Introduction to the case study – smart search for data science courses.vtt
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42. LangChain Module LangChain Expression Language (LCEL)/9. RunnableLambda.vtt
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16. Python Module Functions/1. Functions_Exercises.ipynb
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16. Python Module Functions/12. Functions_Exercises.ipynb
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15. Python Module Conditional Statements/6.44 The ELSE Statement - Exercise #1.html
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43. LangChain Module Retrieval Augmented Generation (RAG)/14. Retrieval Similarity search.vtt
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61. LLM Engineering Module Crafting and Testing AI Prompts/2. Optimizing Temperature and Top P for Different Use Cases.vtt
6.5 kB
16. Python Module Functions/21.60 Notable Built-in Functions in Python - Exercise #9.html
6.4 kB
23. NLP Module Sentiment Analysis/2. Rule-based sentiment analysis.vtt
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13. Python Module Basic Python Syntax/1. Introduction to Using Basic Python’s Syntax_Exercises.ipynb
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13. Python Module Basic Python Syntax/28. Introduction to Using Basic Python’s Syntax_Exercises.ipynb
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10. Python Module Why Python/1. Programming Explained in a Few Minutes.vtt
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44. LangChain Module Tools and Agents/4. Creating a Wikipedia tool and piping it to a chain.vtt
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12. Python Module Python Variables and Data Types/1. Python Variables and Types of Data_Exercises.ipynb
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12. Python Module Python Variables and Data Types/14. Python Variables and Types of Data_Exercises.ipynb
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57. Speech Recognition Module Transcribing Audio with OpenAI's Whisper/3. Transcribing multiple audio files from a directory.vtt
6.4 kB
42. LangChain Module LangChain Expression Language (LCEL)/8. Piping a RunnableParallel with other Runnables.vtt
6.4 kB
43. LangChain Module Retrieval Augmented Generation (RAG)/9. Indexing Document splitting with character text splitter (Code along).vtt
6.3 kB
60. LLM Engineering Module Planning stage/5. Initial Prompt Development Part 1.vtt
6.3 kB
35. LangChain Module Introduction/3. Business applications of LangChain.vtt
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60. LLM Engineering Module Planning stage/9. Creating an Activity Diagram.vtt
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58. Speech Recognition Module Final Discussion and Future Directions/1. Modern practices and applications.vtt
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23. NLP Module Sentiment Analysis/5. Practical task.vtt
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59. LLM Engineering Module Introduction/3. The Interview Tool’s Specifics.vtt
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15. Python Module Conditional Statements/1. If-Elif-Else Statements_Lectures.ipynb
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15. Python Module Conditional Statements/10. If-Elif-Else Statements_Lectures.ipynb
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49. Speech Recognition Module Introduction/1. Welcome to the world of Speech Recognition.vtt
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45. Vector Databases Module Introduction/3. Database comparison SQL, NoSQL, and Vector.vtt
6.2 kB
15. Python Module Conditional Statements/8.45 The ELIF Statement - Exercise #1.html
6.2 kB
05. Intro to AI Module Understanding Generative AI/4. From Language Models to Large Language Models (LLMs).vtt
6.2 kB
38. LangChain Module The OpenAI API/1. 04 The OpenAI API 01.ipynb
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55. Speech Recognition Module Transcribing Audio with Google Web Speech API/5. Calculating WER and CER in Python.vtt
6.2 kB
44. LangChain Module Tools and Agents/7. Creating a tool calling agent and an agent executor.vtt
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39. LangChain Module Model Inputs/4. AI messages.vtt
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42. LangChain Module LangChain Expression Language (LCEL)/13. 08 LCEL 13.ipynb
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38. LangChain Module The OpenAI API/3. 04 The OpenAI API 03.ipynb
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39. LangChain Module Model Inputs/5. Prompt templates and prompt values.vtt
6.1 kB
44. LangChain Module Tools and Agents/5. Creating a retriever and a custom tool.vtt
6.1 kB
46. Vector Databases Module Basics of Vector Space and High-Dimensional Data/1. Introduction to vector space.vtt
6.1 kB
57. Speech Recognition Module Transcribing Audio with OpenAI's Whisper/4. Saving audio transcriptions to CSV for easy analysis.vtt
6.0 kB
40. LangChain Module Message History and Chatbot Memory/6. Combined memory.vtt
6.0 kB
60. LLM Engineering Module Planning stage/6. Initial Prompt Development Part 2.vtt
6.0 kB
15. Python Module Conditional Statements/7. Conditional Statements - The ELIF Statement.vtt
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39. LangChain Module Model Inputs/7. 05 Model IO 07.ipynb
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19. Python Module A Few Important Python Concepts and Terms/2. Modules, Packages, and the Python Standard Library.vtt
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53. Speech Recognition Module Technology Mechanics/4. Advanced speech recognition systems Transformers.vtt
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09. Intro to AI Module Looking ahead/1. AI ethics.vtt
5.9 kB
03. Intro to AI Module Key AI techniques/2. Supervised, Unsupervised, and Reinforcement learning.vtt
5.9 kB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/8. Similarity search and querying the data.vtt
5.9 kB
51. Speech Recognition Module Analog to Digital Conversion/2. Audio signal processing for Machine Learning and AI.vtt
5.9 kB
15. Python Module Conditional Statements/3.43 The IF Statement - Exercise #2.html
5.9 kB
27. NLP Module Categorizing Fake News (Case Study)/9. Categorizing fake news with a custom classifier.vtt
5.8 kB
33. LLMs Module Question and Answer Models With BERT/6. Creating a QA bot.vtt
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19. Python Module A Few Important Python Concepts and Terms/5. What is Software Documentation.vtt
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63. LLM Engineering Module Developing the prototype/8. Uploading Your Project in GitHub.vtt
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19. Python Module A Few Important Python Concepts and Terms/1. Introduction to Object Oriented Programming (OOP).vtt
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60. LLM Engineering Module Planning stage/3. Tokens.vtt
5.8 kB
52. Speech Recognition Module Audio Feature Extraction for AI Applications/3. Time-domain feature extraction Framing and feature computation.vtt
5.7 kB
51. Speech Recognition Module Analog to Digital Conversion/1. Key concepts Sample Rate, bit depth, and bit rate.vtt
5.7 kB
27. NLP Module Categorizing Fake News (Case Study)/7. What topics appear in fake news (Part 1).vtt
5.7 kB
43. LangChain Module Retrieval Augmented Generation (RAG)/13. 09 RAG 13.ipynb
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27. NLP Module Categorizing Fake News (Case Study)/6. Does sentiment differ between news types.vtt
5.6 kB
05. Intro to AI Module Understanding Generative AI/6. From N-Grams to RNNs to Transformers The Evolution of NLP.vtt
5.6 kB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/4. Data loading and preprocessing.vtt
5.6 kB
10. Python Module Why Python/2. Why Python.vtt
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35. LangChain Module Introduction/1. Introduction to the course.vtt
5.6 kB
42. LangChain Module LangChain Expression Language (LCEL)/4. The Runnable and RunnableSequence classes.vtt
5.6 kB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/10. Data preprocessing and embedding for courses with section data.vtt
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27. NLP Module Categorizing Fake News (Case Study)/8. What topics appear in fake news (Part 2).vtt
5.6 kB
42. LangChain Module LangChain Expression Language (LCEL)/8. 08 LCEL 08.ipynb
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40. LangChain Module Message History and Chatbot Memory/3. 06 Memory 03.ipynb
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16. Python Module Functions/8.50 Using a Function in Another Function - Exercise #1.html
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39. LangChain Module Model Inputs/8. 05 Model IO 08.ipynb
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14. Python Module More on Operators/1. More on Working with Operators_Solutions.ipynb
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08. Intro to AI Module AI job positions/1. AI strategist.vtt
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/6. Embedding Algorithms.vtt
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43. LangChain Module Retrieval Augmented Generation (RAG)/18. 09 RAG 18.ipynb
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45. Vector Databases Module Introduction/4. Understanding vector databases.vtt
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35. LangChain Module Introduction/4. What makes LangChain powerful.vtt
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23. NLP Module Sentiment Analysis/3. Pre-trained transformer models.vtt
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/13. Similarity search and querying courses and sections data.vtt
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42. LangChain Module LangChain Expression Language (LCEL)/2. Batching.vtt
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46. Vector Databases Module Basics of Vector Space and High-Dimensional Data/3. Vector embeddings walkthrough.vtt
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32. LLMs Module Hugging Face Transformers/2. The transformer pipeline.vtt
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16. Python Module Functions/10.51 Combining Conditional Statements and Functions - Exercise #1.html
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14. Python Module More on Operators/7. Operators - Logical and Identity Operators.vtt
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17. Python Module Sequences/26.80 Tuples - Exercise #4.html
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49. Speech Recognition Module Introduction/3. Course Approach.vtt
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/5. Pinecone Python APIs and connecting to the Pinecone server.vtt
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18. Python Module Iteration/19.97 Iterating over Dictionaries - Exercise #1.html
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53. Speech Recognition Module Technology Mechanics/5. Building a speech recognition model part I.vtt
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16. Python Module Functions/6.49 Another Way to Define a Function - Exercise #1.html
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52. Speech Recognition Module Audio Feature Extraction for AI Applications/4. Frequency-domain feature extraction Fourier transform.vtt
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44. LangChain Module Tools and Agents/8. AgentAction and AgentFinish.vtt
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25. NLP Module Topic Modelling/5. LDA in Python.vtt
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61. LLM Engineering Module Crafting and Testing AI Prompts/4. How to Test Out a Prompt Template.vtt
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33. LLMs Module Question and Answer Models With BERT/2. BERT architecture.vtt
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27. NLP Module Categorizing Fake News (Case Study)/4. Extracting named entities.vtt
5.2 kB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/17. Vector database for semantic image search.vtt
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15. Python Module Conditional Statements/1. If-Elif-Else Statements_Solutions.ipynb
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15. Python Module Conditional Statements/10. If-Elif-Else Statements_Solutions.ipynb
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53. Speech Recognition Module Technology Mechanics/6. Building a speech recognition model part II.vtt
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04. Intro to AI Module Important AI branches/1. Robotics.vtt
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63. LLM Engineering Module Developing the prototype/4. app3.py
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/18. Vector database for biomedical research.vtt
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42. LangChain Module LangChain Expression Language (LCEL)/3. Streaming.vtt
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/1. Introduction to semantic search.vtt
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39. LangChain Module Model Inputs/3. System and human messages.vtt
5.1 kB
18. Python Module Iteration/14.94 Conditional Statements and Loops - Exercise #2.html
5.1 kB
47. Vector Databases Module Introduction to The Pinecone Vector Database/6. Upserting data to a pinecone vector database.vtt
5.1 kB
15. Python Module Conditional Statements/2.42 The IF Statement - Exercise #1.html
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17. Python Module Sequences/14. Sequences - List Slicing.vtt
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18. Python Module Iteration/20.98 Iterating over Dictionaries - Exercise #2.html
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42. LangChain Module LangChain Expression Language (LCEL)/11. Adding memory to a chain (Part 1) Implementing the setup.vtt
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37. LangChain Module Setting Up the Environment/3. 03 Setting Up the Env 03.ipynb
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42. LangChain Module LangChain Expression Language (LCEL)/10. The @chain decorator.vtt
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13. Python Module Basic Python Syntax/7.20 Arithmetic Operators - Exercise #6.html
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17. Python Module Sequences/10.67 Using Methods - Exercise #2.html
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47. Vector Databases Module Introduction to The Pinecone Vector Database/2. Pinecone registration, walkthrough and creating an Index.vtt
5.0 kB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/15. Using the BERT embedding algorithm.vtt
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40. LangChain Module Message History and Chatbot Memory/4. 06 Memory 04.ipynb
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01. Intro to AI Module Getting started/4. Brief history of AI.vtt
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42. LangChain Module LangChain Expression Language (LCEL)/9. 08 LCEL 09.ipynb
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17. Python Module Sequences/28.81 Dictionaries - Exercise #1.html
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05. Intro to AI Module Understanding Generative AI/7. Phases in building LLMs.vtt
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34. LLMs Module Text Classification With XLNet/1. GPT vs BERT vs XLNET.vtt
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17. Python Module Sequences/11.68 Using Methods - Exercise #3.html
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13. Python Module Basic Python Syntax/16.25 Reassign Values - Exercise #2.html
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13. Python Module Basic Python Syntax/2.15 Arithmetic Operators - Exercise #1.html
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26. NLP Module Building Your Own Text Classifier/2. Logistic regression.vtt
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13. Python Module Basic Python Syntax/9.22 Arithmetic Operators - Exercise #8.html
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13. Python Module Basic Python Syntax/6.19 Arithmetic Operators - Exercise #5.html
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12. Python Module Python Variables and Data Types/5.4 Python Variables - Exercise #4.html
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13. Python Module Basic Python Syntax/8.21 Arithmetic Operators - Exercise #7.html
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13. Python Module Basic Python Syntax/3.16 Arithmetic Operators - Exercise #2.html
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14. Python Module More on Operators/3.33 Comparison Operators - Exercise #2.html
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40. LangChain Module Message History and Chatbot Memory/6. 06 Memory 06.ipynb
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12. Python Module Python Variables and Data Types/15.10 Strings - Exercise #1.html
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13. Python Module Basic Python Syntax/5.18 Arithmetic Operators - Exercise #4.html
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62. LLM Engineering Module Getting to Know Streamlit/5. Streamlit Elements Chat Elements.vtt
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13. Python Module Basic Python Syntax/4.17 Arithmetic Operators - Exercise #3.html
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42. LangChain Module LangChain Expression Language (LCEL)/5. 08 LCEL 05.ipynb
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13. Python Module Basic Python Syntax/18.27 Reassign Values - Exercise #4.html
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22. NLP Module Identifying Parts of Speech and Named Entities/3. Named Entity Recognition (NER).vtt
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18. Python Module Iteration/15.95 Conditional Statements and Loops - Exercise #3.html
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14. Python Module More on Operators/5.35 Comparison Operators - Exercise #4.html
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16. Python Module Functions/18.57 Notable Built-in Functions in Python - Exercise #6.html
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43. LangChain Module Retrieval Augmented Generation (RAG)/17. Generation Stuffing documents.vtt
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17. Python Module Sequences/2.61 Lists - Exercise #1.html
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17. Python Module Sequences/32.85 Dictionaries - Exercise #5.html
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25. NLP Module Topic Modelling/8. How many topics.vtt
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17. Python Module Sequences/33.86 Dictionaries - Exercise #6.html
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18. Python Module Iteration/13.93 Conditional Statements and Loops - Exercise #1.html
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31. LLMs Module Getting Started With GPT Models/10. Adding custom data to our chatbot.vtt
4.8 kB
14. Python Module More on Operators/2.32 Comparison Operators - Exercise #1.html
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49. Speech Recognition Module Introduction/5. Development and Evolution.vtt
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09. Intro to AI Module Looking ahead/2. Future of AI.vtt
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13. Python Module Basic Python Syntax/12.23 The Double Equality Sign - Exercise #1.html
4.8 kB
43. LangChain Module Retrieval Augmented Generation (RAG)/13. Indexing Inspecting and managing documents in a vectorstore.vtt
4.8 kB
60. LLM Engineering Module Planning stage/1. Hosting an LLM vs Using an API.vtt
4.8 kB
14. Python Module More on Operators/4.34 Comparison Operators - Exercise #3.html
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40. LangChain Module Message History and Chatbot Memory/1. 06 Memory 01.ipynb
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44. LangChain Module Tools and Agents/4. 10 Agents 03.ipynb
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18. Python Module Iteration/3.88 For Loops - Exercise #2.html
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14. Python Module More on Operators/11.39 Logical and Identity Operators - Exercise #4.html
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18. Python Module Iteration/17.96 Conditional Statements, Functions, and Loops - Exercise #1.html
4.8 kB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/16. Vector database for recommendation engines.vtt
4.8 kB
17. Python Module Sequences/9.66 Using Methods - Exercise #1.html
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17. Python Module Sequences/12.69 Using Methods - Exercise #4.html
4.8 kB
42. LangChain Module LangChain Expression Language (LCEL)/12. 08 LCEL 12.ipynb
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22. NLP Module Identifying Parts of Speech and Named Entities/2. Parts of Speech (POS) tagging.vtt
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04. Intro to AI Module Important AI branches/2. Computer vision.vtt
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18. Python Module Iteration/2.87 For Loops - Exercise #1.html
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43. LangChain Module Retrieval Augmented Generation (RAG)/1. How to integrate custom data into an LLM.vtt
4.8 kB
14. Python Module More on Operators/12.40 Logical and Identity Operators - Exercise #5.html
4.8 kB
17. Python Module Sequences/4.63 Lists - Exercise #3.html
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40. LangChain Module Message History and Chatbot Memory/4. Conversation buffer window memory.vtt
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14. Python Module More on Operators/13.41 Logical and Identity Operators - Exercise #6.html
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16. Python Module Functions/14.53 Notable Built-in Functions in Python - Exercise #2.html
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17. Python Module Sequences/20.75 List Slicing - Exercise #6.html
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17. Python Module Sequences/19.74 List Slicing - Exercise #5.html
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/9. How to update and change your vector database.vtt
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18. Python Module Iteration/6.89 While Loops and Incrementing - Exercise #1.html
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17. Python Module Sequences/3.62 Lists - Exercise #2.html
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16. Python Module Functions/17.56 Notable Built-in Functions in Python - Exercise #5.html
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13. Python Module Basic Python Syntax/23.28 Line Continuation - Exercise #1.html
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17. Python Module Sequences/17.72 List Slicing - Exercise #3.html
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08. Intro to AI Module AI job positions/2. AI developer.vtt
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17. Python Module Sequences/15.70 List Slicing - Exercise #1.html
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13. Python Module Basic Python Syntax/29.31 Indentation - Exercise #1.html
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42. LangChain Module LangChain Expression Language (LCEL)/7. 08 LCEL 07.ipynb
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33. LLMs Module Question and Answer Models With BERT/5. Calculating the response.vtt
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40. LangChain Module Message History and Chatbot Memory/2. Conversation buffer memory Implementing the setup.vtt
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17. Python Module Sequences/16.71 List Slicing - Exercise #2.html
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16. Python Module Functions/13.52 Notable Built-in Functions in Python - Exercise #1.html
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16. Python Module Functions/20.59 Notable Built-in Functions in Python - Exercise #8.html
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44. LangChain Module Tools and Agents/6. LangChain hub.vtt
4.6 kB
16. Python Module Functions/19.58 Notable Built-in Functions in Python - Exercise #7.html
4.6 kB
05. Intro to AI Module Understanding Generative AI/8. Prompt engineering vs Fine-tuning vs RAG Techniques for AI optimization.vtt
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17. Python Module Sequences/25.79 Tuples - Exercise #3.html
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17. Python Module Sequences/18.73 List Slicing - Exercise #4.html
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12. Python Module Python Variables and Data Types/17.12 Strings - Exercise #3.html
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31. LLMs Module Getting Started With GPT Models/5. Customizing GPT output.vtt
4.6 kB
17. Python Module Sequences/24.78 Tuples - Exercise #2.html
4.6 kB
48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/7. Embedding the data and upserting the files to Pinecone.vtt
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56. Speech Recognition Module Background Noise and Spectrograms/1. Understanding noise in audio files.vtt
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13. Python Module Basic Python Syntax/26.30 Indexing Elements - Exercise #2.html
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16. Python Module Functions/3.47 Creating a Function with a Parameter - Exercise #1.html
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12. Python Module Python Variables and Data Types/12.9 Numbers and Boolean Values - Exercise #5.html
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63. LLM Engineering Module Developing the prototype/6. Implementing Feedback Functionality Part 1.vtt
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18. Python Module Iteration/9.91 Create Lists with the range() Function - Exercise #2.html
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18. Python Module Iteration/10.92 Create Lists with the range() Function - Exercise #3.html
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47. Vector Databases Module Introduction to The Pinecone Vector Database/5. Creating and deleting a Pinecone index using Python.vtt
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13. Python Module Basic Python Syntax/25.29 Indexing Elements - Exercise #1.html
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17. Python Module Sequences/31.84 Dictionaries - Exercise #4.html
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63. LLM Engineering Module Developing the prototype/9. Deploying Your Streamlit App.vtt
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12. Python Module Python Variables and Data Types/19.14 Strings - Exercise #5.html
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17. Python Module Sequences/30.83 Dictionaries - Exercise #3.html
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12. Python Module Python Variables and Data Types/2.1 Python Variables - Exercise #1.html
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12. Python Module Python Variables and Data Types/9.6 Numbers and Boolean Values - Exercise #2.html
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14. Python Module More on Operators/9.37 Logical and Identity Operators - Exercise #2.html
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16. Python Module Functions/4.48 Creating a Function with a Parameter - Exercise #2.html
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18. Python Module Iteration/8.90 Create Lists with the range() Function - Exercise #1.html
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12. Python Module Python Variables and Data Types/11.8 Numbers and Boolean Values - Exercise #4.html
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43. LangChain Module Retrieval Augmented Generation (RAG)/11. 09 RAG 11.ipynb
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21. NLP Module Text Preprocessing/8. N-grams.vtt
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12. Python Module Python Variables and Data Types/8.5 Numbers and Boolean Values - Exercise #1.html
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43. LangChain Module Retrieval Augmented Generation (RAG)/3. Introduction to document loading and splitting.vtt
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17. Python Module Sequences/1. Sequences - Lists.vtt
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14. Python Module More on Operators/8.36 Logical and Identity Operators - Exercise #1.html
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16. Python Module Functions/15.54 Notable Built-in Functions in Python - Exercise #3.html
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16. Python Module Functions/16.55 Notable Built-in Functions in Python - Exercise #4.html
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14. Python Module More on Operators/10.38 Logical and Identity Operators - Exercise #3.html
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18. Python Module Iteration/7. Iteration - Creatie Lists with the range() Function.vtt
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17. Python Module Sequences/29.82 Dictionaries - Exercise #2.html
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47. Vector Databases Module Introduction to The Pinecone Vector Database/6. 3.4 Introduction to Pinecone.ipynb
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12. Python Module Python Variables and Data Types/4.3 Python Variables - Exercise #3.html
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12. Python Module Python Variables and Data Types/18.13 Strings - Exercise #4.html
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53. Speech Recognition Module Technology Mechanics/1. Acoustic and language modeling.vtt
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12. Python Module Python Variables and Data Types/16.11 Strings - Exercise #2.html
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63. LLM Engineering Module Developing the prototype/1. Initializing an OpenAI Client.vtt
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18. Python Module Iteration/0. Websites you may like/[CourseClub.Me].url
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18. Python Module Iteration/[CourseClub.Me].url
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19. Python Module A Few Important Python Concepts and Terms/0. Websites you may like/[CourseClub.Me].url
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19. Python Module A Few Important Python Concepts and Terms/[CourseClub.Me].url
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20. NLP Module Introduction/0. Websites you may like/[CourseClub.Me].url
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20. NLP Module Introduction/[CourseClub.Me].url
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21. NLP Module Text Preprocessing/0. Websites you may like/[CourseClub.Me].url
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22. NLP Module Identifying Parts of Speech and Named Entities/0. Websites you may like/[CourseClub.Me].url
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22. NLP Module Identifying Parts of Speech and Named Entities/[CourseClub.Me].url
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23. NLP Module Sentiment Analysis/0. Websites you may like/[CourseClub.Me].url
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23. NLP Module Sentiment Analysis/[CourseClub.Me].url
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24. NLP Module Vectorizing Text/0. Websites you may like/[CourseClub.Me].url
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24. NLP Module Vectorizing Text/[CourseClub.Me].url
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25. NLP Module Topic Modelling/0. Websites you may like/[CourseClub.Me].url
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25. NLP Module Topic Modelling/[CourseClub.Me].url
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26. NLP Module Building Your Own Text Classifier/0. Websites you may like/[CourseClub.Me].url
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26. NLP Module Building Your Own Text Classifier/[CourseClub.Me].url
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27. NLP Module Categorizing Fake News (Case Study)/0. Websites you may like/[CourseClub.Me].url
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27. NLP Module Categorizing Fake News (Case Study)/[CourseClub.Me].url
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28. NLP Module The Future of NLP/0. Websites you may like/[CourseClub.Me].url
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28. NLP Module The Future of NLP/[CourseClub.Me].url
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29. LLMs Module Introduction to Large Language Models/0. Websites you may like/[CourseClub.Me].url
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29. LLMs Module Introduction to Large Language Models/[CourseClub.Me].url
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30. LLMs Module The Transformer Architecture/0. Websites you may like/[CourseClub.Me].url
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30. LLMs Module The Transformer Architecture/[CourseClub.Me].url
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31. LLMs Module Getting Started With GPT Models/0. Websites you may like/[CourseClub.Me].url
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31. LLMs Module Getting Started With GPT Models/[CourseClub.Me].url
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32. LLMs Module Hugging Face Transformers/0. Websites you may like/[CourseClub.Me].url
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32. LLMs Module Hugging Face Transformers/[CourseClub.Me].url
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33. LLMs Module Question and Answer Models With BERT/0. Websites you may like/[CourseClub.Me].url
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33. LLMs Module Question and Answer Models With BERT/[CourseClub.Me].url
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34. LLMs Module Text Classification With XLNet/0. Websites you may like/[CourseClub.Me].url
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34. LLMs Module Text Classification With XLNet/[CourseClub.Me].url
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35. LangChain Module Introduction/0. Websites you may like/[CourseClub.Me].url
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35. LangChain Module Introduction/[CourseClub.Me].url
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36. LangChain Module Tokens, Models, and Prices/0. Websites you may like/[CourseClub.Me].url
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36. LangChain Module Tokens, Models, and Prices/[CourseClub.Me].url
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37. LangChain Module Setting Up the Environment/0. Websites you may like/[CourseClub.Me].url
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37. LangChain Module Setting Up the Environment/[CourseClub.Me].url
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38. LangChain Module The OpenAI API/0. Websites you may like/[CourseClub.Me].url
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38. LangChain Module The OpenAI API/[CourseClub.Me].url
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39. LangChain Module Model Inputs/0. Websites you may like/[CourseClub.Me].url
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39. LangChain Module Model Inputs/[CourseClub.Me].url
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40. LangChain Module Message History and Chatbot Memory/0. Websites you may like/[CourseClub.Me].url
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40. LangChain Module Message History and Chatbot Memory/[CourseClub.Me].url
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41. LangChain Module Output Parsers/[CourseClub.Me].url
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42. LangChain Module LangChain Expression Language (LCEL)/0. Websites you may like/[CourseClub.Me].url
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42. LangChain Module LangChain Expression Language (LCEL)/[CourseClub.Me].url
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43. LangChain Module Retrieval Augmented Generation (RAG)/0. Websites you may like/[CourseClub.Me].url
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43. LangChain Module Retrieval Augmented Generation (RAG)/[CourseClub.Me].url
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44. LangChain Module Tools and Agents/0. Websites you may like/[CourseClub.Me].url
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44. LangChain Module Tools and Agents/[CourseClub.Me].url
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45. Vector Databases Module Introduction/0. Websites you may like/[CourseClub.Me].url
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45. Vector Databases Module Introduction/[CourseClub.Me].url
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46. Vector Databases Module Basics of Vector Space and High-Dimensional Data/0. Websites you may like/[CourseClub.Me].url
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46. Vector Databases Module Basics of Vector Space and High-Dimensional Data/[CourseClub.Me].url
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47. Vector Databases Module Introduction to The Pinecone Vector Database/0. Websites you may like/[CourseClub.Me].url
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47. Vector Databases Module Introduction to The Pinecone Vector Database/[CourseClub.Me].url
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/0. Websites you may like/[CourseClub.Me].url
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/[CourseClub.Me].url
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49. Speech Recognition Module Introduction/0. Websites you may like/[CourseClub.Me].url
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49. Speech Recognition Module Introduction/[CourseClub.Me].url
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50. Speech Recognition Module Sound and Speech Basics/0. Websites you may like/[CourseClub.Me].url
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50. Speech Recognition Module Sound and Speech Basics/[CourseClub.Me].url
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51. Speech Recognition Module Analog to Digital Conversion/0. Websites you may like/[CourseClub.Me].url
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51. Speech Recognition Module Analog to Digital Conversion/[CourseClub.Me].url
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52. Speech Recognition Module Audio Feature Extraction for AI Applications/0. Websites you may like/[CourseClub.Me].url
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52. Speech Recognition Module Audio Feature Extraction for AI Applications/[CourseClub.Me].url
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53. Speech Recognition Module Technology Mechanics/0. Websites you may like/[CourseClub.Me].url
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53. Speech Recognition Module Technology Mechanics/[CourseClub.Me].url
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54. Speech Recognition Module Setting Up the Environment/0. Websites you may like/[CourseClub.Me].url
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54. Speech Recognition Module Setting Up the Environment/[CourseClub.Me].url
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55. Speech Recognition Module Transcribing Audio with Google Web Speech API/0. Websites you may like/[CourseClub.Me].url
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55. Speech Recognition Module Transcribing Audio with Google Web Speech API/[CourseClub.Me].url
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56. Speech Recognition Module Background Noise and Spectrograms/0. Websites you may like/[CourseClub.Me].url
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56. Speech Recognition Module Background Noise and Spectrograms/[CourseClub.Me].url
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57. Speech Recognition Module Transcribing Audio with OpenAI's Whisper/0. Websites you may like/[CourseClub.Me].url
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57. Speech Recognition Module Transcribing Audio with OpenAI's Whisper/[CourseClub.Me].url
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58. Speech Recognition Module Final Discussion and Future Directions/0. Websites you may like/[CourseClub.Me].url
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58. Speech Recognition Module Final Discussion and Future Directions/[CourseClub.Me].url
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59. LLM Engineering Module Introduction/0. Websites you may like/[CourseClub.Me].url
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59. LLM Engineering Module Introduction/[CourseClub.Me].url
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60. LLM Engineering Module Planning stage/0. Websites you may like/[CourseClub.Me].url
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60. LLM Engineering Module Planning stage/[CourseClub.Me].url
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61. LLM Engineering Module Crafting and Testing AI Prompts/0. Websites you may like/[CourseClub.Me].url
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61. LLM Engineering Module Crafting and Testing AI Prompts/[CourseClub.Me].url
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62. LLM Engineering Module Getting to Know Streamlit/0. Websites you may like/[CourseClub.Me].url
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62. LLM Engineering Module Getting to Know Streamlit/[CourseClub.Me].url
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63. LLM Engineering Module Developing the prototype/0. Websites you may like/[CourseClub.Me].url
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63. LLM Engineering Module Developing the prototype/[CourseClub.Me].url
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[CourseClub.Me].url
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26. NLP Module Building Your Own Text Classifier/2. Text for the data variable.txt
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21. NLP Module Text Preprocessing/5. 2.5 Tokenizing Text.txt
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0. Websites you may like/[FCSNEW.NET].url
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01. Intro to AI Module Getting started/0. Websites you may like/[FCSNEW.NET].url
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01. Intro to AI Module Getting started/[FCSNEW.NET].url
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02. Intro to AI Module Data is essential for building AI/0. Websites you may like/[FCSNEW.NET].url
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02. Intro to AI Module Data is essential for building AI/[FCSNEW.NET].url
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03. Intro to AI Module Key AI techniques/0. Websites you may like/[FCSNEW.NET].url
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03. Intro to AI Module Key AI techniques/[FCSNEW.NET].url
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04. Intro to AI Module Important AI branches/0. Websites you may like/[FCSNEW.NET].url
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04. Intro to AI Module Important AI branches/[FCSNEW.NET].url
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05. Intro to AI Module Understanding Generative AI/0. Websites you may like/[FCSNEW.NET].url
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05. Intro to AI Module Understanding Generative AI/[FCSNEW.NET].url
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06. Intro to AI Module Practical challenges in Generative AI/0. Websites you may like/[FCSNEW.NET].url
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06. Intro to AI Module Practical challenges in Generative AI/[FCSNEW.NET].url
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07. Intro to AI Module The AI tech stack/0. Websites you may like/[FCSNEW.NET].url
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07. Intro to AI Module The AI tech stack/[FCSNEW.NET].url
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08. Intro to AI Module AI job positions/0. Websites you may like/[FCSNEW.NET].url
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08. Intro to AI Module AI job positions/[FCSNEW.NET].url
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09. Intro to AI Module Looking ahead/0. Websites you may like/[FCSNEW.NET].url
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09. Intro to AI Module Looking ahead/[FCSNEW.NET].url
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10. Python Module Why Python/0. Websites you may like/[FCSNEW.NET].url
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10. Python Module Why Python/[FCSNEW.NET].url
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11. Python Module Setting Up the Environment/0. Websites you may like/[FCSNEW.NET].url
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11. Python Module Setting Up the Environment/[FCSNEW.NET].url
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12. Python Module Python Variables and Data Types/0. Websites you may like/[FCSNEW.NET].url
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12. Python Module Python Variables and Data Types/[FCSNEW.NET].url
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13. Python Module Basic Python Syntax/0. Websites you may like/[FCSNEW.NET].url
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14. Python Module More on Operators/0. Websites you may like/[FCSNEW.NET].url
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15. Python Module Conditional Statements/0. Websites you may like/[FCSNEW.NET].url
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15. Python Module Conditional Statements/[FCSNEW.NET].url
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16. Python Module Functions/0. Websites you may like/[FCSNEW.NET].url
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16. Python Module Functions/[FCSNEW.NET].url
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17. Python Module Sequences/0. Websites you may like/[FCSNEW.NET].url
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17. Python Module Sequences/[FCSNEW.NET].url
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18. Python Module Iteration/0. Websites you may like/[FCSNEW.NET].url
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18. Python Module Iteration/[FCSNEW.NET].url
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19. Python Module A Few Important Python Concepts and Terms/0. Websites you may like/[FCSNEW.NET].url
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19. Python Module A Few Important Python Concepts and Terms/[FCSNEW.NET].url
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20. NLP Module Introduction/0. Websites you may like/[FCSNEW.NET].url
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20. NLP Module Introduction/[FCSNEW.NET].url
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21. NLP Module Text Preprocessing/0. Websites you may like/[FCSNEW.NET].url
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21. NLP Module Text Preprocessing/[FCSNEW.NET].url
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22. NLP Module Identifying Parts of Speech and Named Entities/0. Websites you may like/[FCSNEW.NET].url
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22. NLP Module Identifying Parts of Speech and Named Entities/[FCSNEW.NET].url
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23. NLP Module Sentiment Analysis/0. Websites you may like/[FCSNEW.NET].url
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23. NLP Module Sentiment Analysis/5. 4.4 Practical Task.txt
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24. NLP Module Vectorizing Text/0. Websites you may like/[FCSNEW.NET].url
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24. NLP Module Vectorizing Text/2. 5.2 Bag of Words.txt
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24. NLP Module Vectorizing Text/[FCSNEW.NET].url
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25. NLP Module Topic Modelling/0. Websites you may like/[FCSNEW.NET].url
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25. NLP Module Topic Modelling/[FCSNEW.NET].url
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27. NLP Module Categorizing Fake News (Case Study)/0. Websites you may like/[FCSNEW.NET].url
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27. NLP Module Categorizing Fake News (Case Study)/[FCSNEW.NET].url
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28. NLP Module The Future of NLP/0. Websites you may like/[FCSNEW.NET].url
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28. NLP Module The Future of NLP/[FCSNEW.NET].url
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29. LLMs Module Introduction to Large Language Models/0. Websites you may like/[FCSNEW.NET].url
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29. LLMs Module Introduction to Large Language Models/[FCSNEW.NET].url
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30. LLMs Module The Transformer Architecture/0. Websites you may like/[FCSNEW.NET].url
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30. LLMs Module The Transformer Architecture/[FCSNEW.NET].url
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31. LLMs Module Getting Started With GPT Models/0. Websites you may like/[FCSNEW.NET].url
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31. LLMs Module Getting Started With GPT Models/[FCSNEW.NET].url
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32. LLMs Module Hugging Face Transformers/0. Websites you may like/[FCSNEW.NET].url
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32. LLMs Module Hugging Face Transformers/[FCSNEW.NET].url
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33. LLMs Module Question and Answer Models With BERT/0. Websites you may like/[FCSNEW.NET].url
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33. LLMs Module Question and Answer Models With BERT/[FCSNEW.NET].url
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34. LLMs Module Text Classification With XLNet/0. Websites you may like/[FCSNEW.NET].url
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34. LLMs Module Text Classification With XLNet/[FCSNEW.NET].url
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35. LangChain Module Introduction/0. Websites you may like/[FCSNEW.NET].url
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35. LangChain Module Introduction/[FCSNEW.NET].url
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36. LangChain Module Tokens, Models, and Prices/0. Websites you may like/[FCSNEW.NET].url
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36. LangChain Module Tokens, Models, and Prices/[FCSNEW.NET].url
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37. LangChain Module Setting Up the Environment/0. Websites you may like/[FCSNEW.NET].url
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37. LangChain Module Setting Up the Environment/[FCSNEW.NET].url
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38. LangChain Module The OpenAI API/0. Websites you may like/[FCSNEW.NET].url
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38. LangChain Module The OpenAI API/[FCSNEW.NET].url
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39. LangChain Module Model Inputs/0. Websites you may like/[FCSNEW.NET].url
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39. LangChain Module Model Inputs/[FCSNEW.NET].url
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40. LangChain Module Message History and Chatbot Memory/0. Websites you may like/[FCSNEW.NET].url
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41. LangChain Module Output Parsers/0. Websites you may like/[FCSNEW.NET].url
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41. LangChain Module Output Parsers/[FCSNEW.NET].url
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42. LangChain Module LangChain Expression Language (LCEL)/0. Websites you may like/[FCSNEW.NET].url
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42. LangChain Module LangChain Expression Language (LCEL)/[FCSNEW.NET].url
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43. LangChain Module Retrieval Augmented Generation (RAG)/0. Websites you may like/[FCSNEW.NET].url
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43. LangChain Module Retrieval Augmented Generation (RAG)/[FCSNEW.NET].url
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44. LangChain Module Tools and Agents/0. Websites you may like/[FCSNEW.NET].url
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44. LangChain Module Tools and Agents/[FCSNEW.NET].url
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45. Vector Databases Module Introduction/0. Websites you may like/[FCSNEW.NET].url
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45. Vector Databases Module Introduction/[FCSNEW.NET].url
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46. Vector Databases Module Basics of Vector Space and High-Dimensional Data/0. Websites you may like/[FCSNEW.NET].url
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46. Vector Databases Module Basics of Vector Space and High-Dimensional Data/[FCSNEW.NET].url
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47. Vector Databases Module Introduction to The Pinecone Vector Database/0. Websites you may like/[FCSNEW.NET].url
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47. Vector Databases Module Introduction to The Pinecone Vector Database/[FCSNEW.NET].url
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/0. Websites you may like/[FCSNEW.NET].url
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48. Vector Databases Module Semantic Search with Pinecone and Custom (Case Study)/[FCSNEW.NET].url
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49. Speech Recognition Module Introduction/0. Websites you may like/[FCSNEW.NET].url
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49. Speech Recognition Module Introduction/[FCSNEW.NET].url
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50. Speech Recognition Module Sound and Speech Basics/0. Websites you may like/[FCSNEW.NET].url
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50. Speech Recognition Module Sound and Speech Basics/[FCSNEW.NET].url
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51. Speech Recognition Module Analog to Digital Conversion/0. Websites you may like/[FCSNEW.NET].url
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51. Speech Recognition Module Analog to Digital Conversion/[FCSNEW.NET].url
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52. Speech Recognition Module Audio Feature Extraction for AI Applications/0. Websites you may like/[FCSNEW.NET].url
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52. Speech Recognition Module Audio Feature Extraction for AI Applications/[FCSNEW.NET].url
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53. Speech Recognition Module Technology Mechanics/0. Websites you may like/[FCSNEW.NET].url
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53. Speech Recognition Module Technology Mechanics/[FCSNEW.NET].url
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54. Speech Recognition Module Setting Up the Environment/0. Websites you may like/[FCSNEW.NET].url
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54. Speech Recognition Module Setting Up the Environment/[FCSNEW.NET].url
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55. Speech Recognition Module Transcribing Audio with Google Web Speech API/0. Websites you may like/[FCSNEW.NET].url
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55. Speech Recognition Module Transcribing Audio with Google Web Speech API/[FCSNEW.NET].url
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56. Speech Recognition Module Background Noise and Spectrograms/0. Websites you may like/[FCSNEW.NET].url
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56. Speech Recognition Module Background Noise and Spectrograms/[FCSNEW.NET].url
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57. Speech Recognition Module Transcribing Audio with OpenAI's Whisper/0. Websites you may like/[FCSNEW.NET].url
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57. Speech Recognition Module Transcribing Audio with OpenAI's Whisper/[FCSNEW.NET].url
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58. Speech Recognition Module Final Discussion and Future Directions/0. Websites you may like/[FCSNEW.NET].url
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58. Speech Recognition Module Final Discussion and Future Directions/[FCSNEW.NET].url
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59. LLM Engineering Module Introduction/0. Websites you may like/[FCSNEW.NET].url
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59. LLM Engineering Module Introduction/[FCSNEW.NET].url
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60. LLM Engineering Module Planning stage/0. Websites you may like/[FCSNEW.NET].url
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60. LLM Engineering Module Planning stage/[FCSNEW.NET].url
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61. LLM Engineering Module Crafting and Testing AI Prompts/0. Websites you may like/[FCSNEW.NET].url
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61. LLM Engineering Module Crafting and Testing AI Prompts/[FCSNEW.NET].url
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62. LLM Engineering Module Getting to Know Streamlit/0. Websites you may like/[FCSNEW.NET].url
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62. LLM Engineering Module Getting to Know Streamlit/[FCSNEW.NET].url
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63. LLM Engineering Module Developing the prototype/0. Websites you may like/[FCSNEW.NET].url
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63. LLM Engineering Module Developing the prototype/[FCSNEW.NET].url
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21. NLP Module Text Preprocessing/7. 2.7 Lemmatization.txt
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22. NLP Module Identifying Parts of Speech and Named Entities/2. 3.2 Parts of Speech (POS) Tagging.txt
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22. NLP Module Identifying Parts of Speech and Named Entities/2. Text for the emma_ja variable.txt
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24. NLP Module Vectorizing Text/2. Text for the data variable.txt
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49. Speech Recognition Module Introduction/2. Module Resources.html
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21. NLP Module Text Preprocessing/10. 2.9 Practical.txt
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21. NLP Module Text Preprocessing/2. 2.2 Lowercase.txt
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21. NLP Module Text Preprocessing/3. 2.3 Stopwords.txt
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22. NLP Module Identifying Parts of Speech and Named Entities/5. 3.4 Practical task.txt
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31. LLMs Module Getting Started With GPT Models/3. GPT Models.txt
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21. NLP Module Text Preprocessing/6. 2.6 Stemming.txt
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21. NLP Module Text Preprocessing/8. 2.8 N-grams.txt
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27. NLP Module Categorizing Fake News (Case Study)/3. Practical.txt
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22. NLP Module Identifying Parts of Speech and Named Entities/3. Text for the google_text variable.txt
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22. NLP Module Identifying Parts of Speech and Named Entities/3. 3.3 Named Entity Recognition.txt
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25. NLP Module Topic Modelling/5. 6.4 LDA.txt
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25. NLP Module Topic Modelling/7. 6.6 LSA.txt
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25. NLP Module Topic Modelling/8. 6.6 LSA.txt
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35. LangChain Module Introduction/2. Course materials and notebooks.html
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45. Vector Databases Module Introduction/2. Course materials and notebooks.html
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01. Intro to AI Module Getting started/1. Intro to AI - Flashcards.txt
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01. Intro to AI Module Getting started/2. Intro to AI - Flashcards.txt
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01. Intro to AI Module Getting started/3. Intro to AI - Flashcards.txt
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