Udemy - LLM Engineering Master AI, Large Language Models & Agents

磁力链接/BT种子名称

Udemy - LLM Engineering Master AI, Large Language Models & Agents

磁力链接/BT种子简介

种子哈希：aae38f089bfafe11236e81c1b5d43f8a5ec8e9dc
文件大小： 11.71G
已经下载：1374次
下载速度：极快
收录时间：2025-01-13
最近下载：2025-09-11

移花宫入口

移花宫.com邀月.com怜星.com花无缺.comyhgbt.icuyhgbt.top

磁力链接下载

magnet:?xt=urn:btih:AAE38F089BFAFE11236E81C1B5D43F8A5EC8E9DC
推荐使用PIKPAK网盘下载资源，10TB超大空间，不限制资源，无限次数离线下载，视频在线观看

下载BT种子文件

磁力链接 迅雷下载 PIKPAK在线播放 世界之窗 91视频 含羞草 欲漫涩 逼哩逼哩 成人快手 51品茶 抖阴破解版 极乐禁地 91短视频 暗网Xvideo TikTok成人版 PornHub 听泉鉴鲍 少女日记 草榴社区 哆哔涩漫 呦乐园 萝莉岛 悠悠禁区 悠悠禁区 拔萝卜 疯马秀

最近搜索

文件列表

  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/08. Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.mp4 268.3 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/14. Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.mp4 247.3 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/07. Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.mp4 177.9 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/03. Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.mp4 176.3 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/02. Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.mp4 172.4 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/27. Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).mp4 171.4 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/02. Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.mp4 168.0 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/05. Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.mp4 163.1 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/18. Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.mp4 162.4 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/05. Day 1 - Building a Serverless AI Pricing API Step-by-Step Guide with Modal.mp4 154.7 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/14. Day 1 - Implementing Text Summarization Using OpenAI's GPT-4 and Beautiful Soup.mp4 146.7 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/01. Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.mp4 145.2 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/19. Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.mp4 143.2 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/09. Day 1 - Setting Up Anaconda for LLM Engineering Windows Installation Guide.mp4 142.0 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/40. Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.mp4 141.8 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/24. Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.mp4 138.5 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/32. Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.mp4 133.8 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/26. Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4 127.9 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/39. Day 5 - Creating and Formatting Responses for Brochure Content.mp4 126.7 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/24. Day 4 - Building an Agent Framework Connecting LLMs and Python Code.mp4 124.2 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/04. Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.mp4 122.3 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/23. Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.mp4 120.7 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/22. Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.mp4 120.6 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/21. Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.mp4 120.5 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/18. Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.mp4 113.4 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/30. Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.mp4 112.6 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/27. Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.mp4 111.9 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/06. Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.mp4 105.5 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/16. Day 2 - Mastering LLM Engineering Key Skills and Tools for AI Development.mp4 104.5 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/14. Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.mp4 104.2 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/06. Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.mp4 101.1 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/38. Day 5 - Structured Outputs in LLMs Optimizing JSON Responses for AI Projects.mp4 101.1 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/11. Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.mp4 99.9 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/14. Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.mp4 98.0 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/33. Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.mp4 98.0 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/24. Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.mp4 97.4 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/10. Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3.1 Model.mp4 96.6 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/11. Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.mp4 96.3 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/03. Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.mp4 95.5 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/01. Day 1 - Fine-Tuning Large Language Models From Inference to Training.mp4 95.5 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/11. Day 1- Setting Up OpenAI API for LLM Development Keys, Pricing & Best Practices.mp4 94.2 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/15. Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.mp4 93.8 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/10. Day 1 - Alternative Python Setup for LLM Projects Virtualenv vs. Anaconda Guide.mp4 92.9 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/11. Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.mp4 92.8 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/17. Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.mp4 92.4 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/37. Day 5 - JupyterLab Tutorial Web Scraping for AI-Powered Company Brochures.mp4 91.3 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/07. Day 1 - Setting Up Your LLM Development Environment Tools and Best Practices.mp4 90.7 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/16. Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.mp4 90.6 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/09. Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.mp4 86.9 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/18. Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.mp4 86.4 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/02. Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.mp4 83.6 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/27. Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.mp4 82.2 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/31. Day 5 - AI Project Retrospective 8-Week Journey to Becoming an LLM Engineer.mp4 82.0 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/12. Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.mp4 81.5 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/11. Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.mp4 81.2 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/13. Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.mp4 80.4 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/01. Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.mp4 79.7 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/08. Day 2 - Building a Massive Chroma Vector Datastore for Advanced RAG Pipelines.mp4 79.6 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/08. Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.mp4 79.0 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/29. Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.mp4 77.8 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/13. Day 1- Instant Gratification Project Creating an AI-Powered Web Page Summarizer.mp4 76.4 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/14. Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.mp4 76.2 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/26. Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.mp4 75.0 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/20. Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.mp4 73.4 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/13. Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3.1 Base Model.mp4 73.2 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/07. Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.mp4 72.5 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/18. Day 2 - How to Use Ollama for Local LLM Inference Python Tutorial with Jupyter.mp4 71.6 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/30. Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.mp4 71.3 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/17. Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.mp4 70.8 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/19. Day 3 - Setting Up the Training Process for Fine-Tuning.mp4 70.1 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/07. Day 2 - Implementing Agentic Workflows Frontier Models and Vector Stores in RAG.mp4 69.9 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/08. Day 1 - Mac Setup Guide Jupyter Lab and Conda for LLM Projects.mp4 68.7 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/28. Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.mp4 68.3 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/13. Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.mp4 67.6 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/28. Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.mp4 67.1 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/14. Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.mp4 66.4 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/11. Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.mp4 64.8 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/20. Day 3 - Frontier AI Models Comparing GPT-4, Claude, Gemini, and LLAMA.mp4 64.3 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/04. Day 1 - LLAMA on the Cloud Running Large Models Efficiently.mp4 64.1 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/10. Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.mp4 63.7 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/19. Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.mp4 63.7 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/18. Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.mp4 63.3 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/17. Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.mp4 61.7 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/03. Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.mp4 61.5 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/26. Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.mp4 59.3 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/25. Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.mp4 59.2 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/23. Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.mp4 58.7 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/02. Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.mp4 56.9 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/25. Day 4 - Completing Agentic Workflows Scaling for Business Applications.mp4 56.5 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/05. Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4 56.5 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/28. Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.mp4 56.2 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/15. Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.mp4 56.0 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/16. Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.mp4 55.3 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/10. Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.mp4 54.7 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/16. Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.mp4 54.6 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/16. Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.mp4 54.2 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/19. Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.mp4 53.7 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/11. Day 2 - Commercial Applications of Large Language Models From Law to Education.mp4 52.0 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/04. Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.mp4 51.8 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/07. Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.mp4 51.4 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/01. Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.mp4 50.2 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/24. Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.mp4 50.2 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/05. Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.mp4 48.4 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/09. Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.mp4 46.3 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/21. Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.mp4 46.2 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/14. Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.mp4 45.8 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/27. Day 3 - LLM Leadership Challenge Evaluating AI Models Through Creative Prompts.mp4 45.6 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/03. Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.mp4 45.6 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/07. Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.mp4 45.4 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/09. Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.mp4 44.6 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/05. Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.mp4 44.5 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/01. Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.mp4 43.9 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/09. Day 2 - Visualizing Vector Spaces Advanced RAG Techniques for Data Exploration.mp4 43.4 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/10. Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.mp4 43.0 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/12. Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.mp4 42.5 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/20. Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.mp4 42.4 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/23. Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.mp4 42.3 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/14. Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3.5 Sonnet.mp4 41.9 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/08. Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.mp4 41.8 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/10. Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.mp4 41.6 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/10. Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.mp4 39.5 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/28. Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.mp4 39.1 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/22. Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.mp4 38.6 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/17. Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.mp4 36.8 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/04. Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.mp4 35.8 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/01. Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.mp4 35.4 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/11. Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.mp4 35.3 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/26. Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.mp4 35.0 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/31. Day 4 - GPT Tokenization Explained How Large Language Models Process Text Input.mp4 34.7 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/06. Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.mp4 34.4 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/19. Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.mp4 34.0 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/01. Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.mp4 33.6 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/12. Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.mp4 33.4 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/15. Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3.5.mp4 33.2 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/22. Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.mp4 32.6 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/35. Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.mp4 31.8 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/21. Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.mp4 31.5 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/13. Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.mp4 31.0 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/13. Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.mp4 30.4 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/08. Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.mp4 30.1 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/10. Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.mp4 30.1 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/34. Day 5 - Visualization of Results Did We Beat GPT-4.mp4 29.7 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/06. Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.mp4 29.3 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/20. Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.mp4 28.8 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/05. Day 1 - Building LLM Applications Chatbots, RAG, and Agentic AI Projects.mp4 28.7 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/20. Day 3 - Comparing Traditional ML Models From Random to Random Forest.mp4 27.8 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/25. Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.mp4 27.3 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/36. Day 5 - Building AI-Powered Marketing Brochures with OpenAI API and Python.mp4 26.9 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/12. Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.mp4 26.5 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/04. Day 1 - LLM Engineering Roadmap From Beginner to Master in 8 Weeks.mp4 26.1 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/04. Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.mp4 25.8 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/24. Day 3 - Claude 3.5’s Alignment and Artifact Creation A Deep Dive.mp4 25.7 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/15. Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.mp4 25.3 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/03. Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.mp4 25.0 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/16. Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.mp4 24.6 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/26. Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.mp4 24.5 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/05. Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.mp4 24.0 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/07. Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.mp4 23.6 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/21. Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.mp4 23.6 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/19. Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.mp4 23.4 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/29. Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.mp4 23.2 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/15. Day 2 - Comparing LLMs GPT-4 vs LLAMA 3.1 in Parameter-Efficient Tuning.mp4 23.1 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/29. Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.mp4 23.0 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/16. Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.mp4 22.6 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/34. Day 4 - Comparing LLM Context Windows GPT-4 vs Claude vs Gemini 1.5 Flash.mp4 22.2 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/02. Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.mp4 22.1 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/31. Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.mp4 21.4 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/41. Day 5 - Mastering Multi-Shot Prompting Enhancing LLM Reliability in AI Projects.mp4 20.9 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/18. Day 3 - Building a Gradio UI for Code Generation with Large Language Models.mp4 20.3 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/17. Day 2 - Understanding Frontier Models GPT, Claude, and Open Source LLMs.mp4 20.1 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/09. Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.mp4 19.8 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/02. Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.mp4 19.8 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/17. Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.mp4 19.2 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/23. Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.mp4 19.1 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/15. Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.mp4 18.5 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/12. Day 4 - Master RAG Pipeline Building Efficient RAG Systems.mp4 18.4 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/02. Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.mp4 17.9 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/03. Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.mp4 17.6 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/23. Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.mp4 17.5 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/25. Day 3 - AI Model Comparison Gemini vs Cohere for Whimsical and Analytical Tasks.mp4 17.2 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/33. Day 4 - Navigating AI Model Costs API Pricing vs. Chat Interface Subscriptions.mp4 17.1 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/06. Day 1 - Multiple Production Models Ahead Preparing for Advanced RAG Solutions.mp4 16.7 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/03. Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.mp4 16.2 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/32. Day 4 - How Context Windows Impact AI Language Models Token Limits Explained.mp4 16.1 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/21. Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.mp4 15.3 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/43. Day 5 - Wrapping Up Week 1 Achievements and Next Steps.mp4 14.1 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/15. Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.mp4 13.9 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/06. Day 1 - From Wall Street to AI Ed Donner's Path to Becoming an LLM Engineer.mp4 13.8 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/31. Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.mp4 13.5 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/29. Day 4 - Exploring the Journey of AI From Early Models to Transformers.mp4 13.2 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/35. Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.mp4 13.1 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/18. Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.mp4 12.8 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/13. Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.mp4 12.8 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/12. Day 1 - Creating a .env File for Storing API Keys Safely.mp4 12.2 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/42. Day 5 - Assignment Developing Your Customized LLM-Based Tutor.mp4 11.8 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/05. Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.mp4 11.8 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/04. Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.mp4 11.6 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/07. Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.mp4 11.6 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/25. Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.mp4 11.5 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/13. Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.mp4 10.9 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/30. Day 5 - Analyzing Results Monitoring Agent Framework Performance.mp4 10.6 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/20. Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.mp4 10.5 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/22. Day 3 - Monitoring and Managing Training with Weights & Biases.mp4 10.4 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/03. Day 1 - Unleashing the Power of Local LLMs Build Spanish Tutor Using Ollama.mp4 10.3 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/30. Day 4 - Understanding LLM Parameters From GPT-1 to Trillion-Weight Models.mp4 9.9 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/17. Day 3 - Understanding Epochs and Batch Sizes in Model Training.mp4 9.8 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/15. Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.mp4 9.7 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/27. Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.mp4 9.6 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/22. Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.mp4 8.9 MB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/06. Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.mp4 8.8 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/09. Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.mp4 8.4 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/12. Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.mp4 8.2 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/08. Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.mp4 8.2 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/02. Day 1 - Setting Up Ollama for Local LLM Deployment on Windows and Mac.mp4 8.1 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/16. Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.mp4 7.0 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/09. Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.mp4 6.7 MB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/32. Day 5 - Revisiting the Podium Comparing Model Performance Metrics.mp4 6.5 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/04. Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.mp4 6.4 MB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/17. Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.mp4 5.8 MB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/08. Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.mp4 5.7 MB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/06. Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.mp4 5.6 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/21. Day 3 - Comparing Leading LLMs Strengths and Business Applications.mp4 5.4 MB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/12. Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.mp4 4.1 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/19. Day 2 - Hands-On LLM Task Comparing OpenAI and Ollama for Text Summarization.mp4 3.9 MB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/01. Day 1 - Cold Open Jumping Right into LLM Engineering.mp4 2.6 MB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/05. Day 1 - Building a Serverless AI Pricing API Step-by-Step Guide with Modal.vtt 24.6 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/14. Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.vtt 22.7 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/19. Day 3 - Setting Up the Training Process for Fine-Tuning.vtt 22.6 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/02. Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.vtt 22.5 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/08. Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.vtt 22.2 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/04. Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.vtt 19.3 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/04. Day 1 - LLAMA on the Cloud Running Large Models Efficiently.vtt 19.2 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/25. Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.vtt 19.1 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/24. Day 4 - Building an Agent Framework Connecting LLMs and Python Code.vtt 18.9 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/14. Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.vtt 17.8 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/14. Day 1 - Implementing Text Summarization Using OpenAI's GPT-4 and Beautiful Soup.vtt 17.7 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/33. Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.vtt 16.2 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/09. Day 1 - Setting Up Anaconda for LLM Engineering Windows Installation Guide.vtt 16.2 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/11. Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.vtt 16.2 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/07. Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.vtt 16.2 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/01. Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.vtt 15.9 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/02. Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.vtt 15.8 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/02. Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.vtt 15.6 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/03. Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.vtt 15.4 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/06. Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.vtt 15.3 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/18. Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.vtt 15.3 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/03. Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.vtt 15.2 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/26. Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.vtt 15.2 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/17. Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.vtt 14.9 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/09. Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.vtt 14.8 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/10. Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.vtt 14.6 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/11. Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.vtt 14.5 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/21. Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.vtt 14.3 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/22. Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.vtt 14.2 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/16. Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.vtt 14.2 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/10. Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3.1 Model.vtt 14.2 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/32. Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.vtt 13.8 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/05. Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.vtt 13.8 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/04. Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.vtt 13.8 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/11. Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.vtt 13.7 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/16. Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.vtt 13.5 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/13. Day 1- Instant Gratification Project Creating an AI-Powered Web Page Summarizer.vtt 13.5 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/11. Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.vtt 13.3 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/27. Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).vtt 13.2 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/01. Day 1 - Fine-Tuning Large Language Models From Inference to Training.vtt 13.2 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/18. Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.vtt 13.1 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/23. Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.vtt 13.0 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/31. Day 4 - GPT Tokenization Explained How Large Language Models Process Text Input.vtt 13.0 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/20. Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.vtt 12.9 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/27. Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.vtt 12.9 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/15. Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.vtt 12.9 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/12. Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.vtt 12.8 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/01. Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.vtt 12.4 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/24. Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.vtt 12.4 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/22. Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.vtt 12.4 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/40. Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.vtt 12.4 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/03. Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.vtt 12.2 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/26. Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.vtt 12.2 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/14. Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.vtt 12.1 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/08. Day 2 - Building a Massive Chroma Vector Datastore for Advanced RAG Pipelines.vtt 12.1 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/38. Day 5 - Structured Outputs in LLMs Optimizing JSON Responses for AI Projects.vtt 12.0 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/09. Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.vtt 12.0 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/13. Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3.1 Base Model.vtt 12.0 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/07. Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.vtt 11.9 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/15. Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.vtt 11.6 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/14. Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.vtt 11.5 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/08. Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.vtt 11.5 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/16. Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.vtt 11.5 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/05. Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.vtt 11.4 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/39. Day 5 - Creating and Formatting Responses for Brochure Content.vtt 11.2 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/05. Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.vtt 11.1 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/05. Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.vtt 11.1 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/02. Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.vtt 11.1 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/14. Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3.5 Sonnet.vtt 11.0 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/28. Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.vtt 10.8 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/19. Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.vtt 10.7 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/24. Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.vtt 10.7 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/22. Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.vtt 10.6 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/06. Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.vtt 10.2 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/15. Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3.5.vtt 10.0 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/17. Day 2 - Understanding Frontier Models GPT, Claude, and Open Source LLMs.vtt 10.0 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/28. Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.vtt 9.9 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/27. Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.vtt 9.9 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/30. Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.vtt 9.8 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/11. Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.vtt 9.8 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/20. Day 3 - Frontier AI Models Comparing GPT-4, Claude, Gemini, and LLAMA.vtt 9.8 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/23. Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.vtt 9.7 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/16. Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.vtt 9.7 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/08. Day 1 - Mac Setup Guide Jupyter Lab and Conda for LLM Projects.vtt 9.7 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/16. Day 2 - Mastering LLM Engineering Key Skills and Tools for AI Development.vtt 9.7 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/14. Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.vtt 9.4 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/28. Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.vtt 9.4 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/03. Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.vtt 9.4 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/18. Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.vtt 9.3 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/08. Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.vtt 9.3 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/13. Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.vtt 9.3 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/11. Day 1- Setting Up OpenAI API for LLM Development Keys, Pricing & Best Practices.vtt 9.3 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/19. Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.vtt 9.3 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/29. Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.vtt 9.2 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/13. Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.vtt 9.2 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/17. Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.vtt 9.1 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/02. Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.vtt 9.1 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/12. Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.vtt 9.0 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/07. Day 1 - Setting Up Your LLM Development Environment Tools and Best Practices.vtt 8.9 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/23. Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.vtt 8.9 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/30. Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.vtt 8.9 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/10. Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.vtt 8.8 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/10. Day 1 - Alternative Python Setup for LLM Projects Virtualenv vs. Anaconda Guide.vtt 8.7 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/18. Day 2 - How to Use Ollama for Local LLM Inference Python Tutorial with Jupyter.vtt 8.5 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/37. Day 5 - JupyterLab Tutorial Web Scraping for AI-Powered Company Brochures.vtt 8.4 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/15. Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.vtt 8.3 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/10. Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.vtt 8.3 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/08. Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.vtt 8.1 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/11. Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.vtt 8.0 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/04. Day 1 - LLM Engineering Roadmap From Beginner to Master in 8 Weeks.vtt 8.0 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/24. Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.vtt 7.9 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/20. Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.vtt 7.9 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/26. Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.vtt 7.8 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/31. Day 5 - AI Project Retrospective 8-Week Journey to Becoming an LLM Engineer.vtt 7.8 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/07. Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.vtt 7.6 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/19. Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.vtt 7.6 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/02. Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.vtt 7.6 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/04. Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.vtt 7.4 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/31. Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.vtt 7.4 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/23. Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.vtt 7.3 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/27. Day 3 - LLM Leadership Challenge Evaluating AI Models Through Creative Prompts.vtt 7.2 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/17. Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.vtt 7.2 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/02. Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.vtt 7.1 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/14. Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.vtt 7.1 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/28. Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.vtt 7.1 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/12. Day 1 - Creating a .env File for Storing API Keys Safely.vtt 6.9 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/07. Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.vtt 6.9 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/07. Day 2 - Implementing Agentic Workflows Frontier Models and Vector Stores in RAG.vtt 6.9 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/03. Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.vtt 6.8 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/04. Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.vtt 6.7 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/18. Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.vtt 6.7 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/09. Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.vtt 6.7 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/01. Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.vtt 6.6 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/34. Day 4 - Comparing LLM Context Windows GPT-4 vs Claude vs Gemini 1.5 Flash.vtt 6.6 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/24. Day 3 - Claude 3.5’s Alignment and Artifact Creation A Deep Dive.vtt 6.6 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/11. Day 2 - Commercial Applications of Large Language Models From Law to Education.vtt 6.5 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/16. Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.vtt 6.5 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/01. Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.vtt 6.4 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/25. Day 4 - Completing Agentic Workflows Scaling for Business Applications.vtt 6.2 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/19. Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.vtt 6.2 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/18. Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.vtt 6.2 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/10. Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.vtt 6.1 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/41. Day 5 - Mastering Multi-Shot Prompting Enhancing LLM Reliability in AI Projects.vtt 6.1 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/10. Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.vtt 6.0 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/21. Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.vtt 5.9 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/03. Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.vtt 5.9 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/17. Day 3 - Understanding Epochs and Batch Sizes in Model Training.vtt 5.9 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/12. Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.vtt 5.9 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/30. Day 4 - Understanding LLM Parameters From GPT-1 to Trillion-Weight Models.vtt 5.9 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/09. Day 2 - Visualizing Vector Spaces Advanced RAG Techniques for Data Exploration.vtt 5.8 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/03. Day 1 - Unleashing the Power of Local LLMs Build Spanish Tutor Using Ollama.vtt 5.7 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/20. Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.vtt 5.7 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/35. Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.vtt 5.7 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/42. Day 5 - Assignment Developing Your Customized LLM-Based Tutor.vtt 5.6 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/02. Day 1 - Setting Up Ollama for Local LLM Deployment on Windows and Mac.vtt 5.5 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/26. Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.vtt 5.5 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/07. Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.vtt 5.4 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/17. Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.vtt 5.4 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/25. Day 3 - AI Model Comparison Gemini vs Cohere for Whimsical and Analytical Tasks.vtt 5.4 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/29. Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.vtt 5.4 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/29. Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.vtt 5.3 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/16. Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.vtt 5.3 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/20. Day 3 - Comparing Traditional ML Models From Random to Random Forest.vtt 5.3 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/01. Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.vtt 5.1 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/06. Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.vtt 5.0 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/22. Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.vtt 5.0 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/04. Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.vtt 4.8 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/25. Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.vtt 4.7 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/07. Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.vtt 4.6 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/06. Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.vtt 4.5 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/13. Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.vtt 4.4 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/36. Day 5 - Building AI-Powered Marketing Brochures with OpenAI API and Python.vtt 4.3 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/32. Day 4 - How Context Windows Impact AI Language Models Token Limits Explained.vtt 4.3 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/15. Day 2 - Comparing LLMs GPT-4 vs LLAMA 3.1 in Parameter-Efficient Tuning.vtt 4.3 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/21. Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.vtt 4.2 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/15. Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.vtt 4.2 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/01. Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.vtt 4.1 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/17. Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.vtt 4.0 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/03. Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.vtt 4.0 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/33. Day 4 - Navigating AI Model Costs API Pricing vs. Chat Interface Subscriptions.vtt 3.9 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/06. Day 1 - Multiple Production Models Ahead Preparing for Advanced RAG Solutions.vtt 3.9 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/12. Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.vtt 3.8 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/43. Day 5 - Wrapping Up Week 1 Achievements and Next Steps.vtt 3.8 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/05. Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.vtt 3.8 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/35. Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.vtt 3.7 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/09. Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.vtt 3.7 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/32. Day 5 - Revisiting the Podium Comparing Model Performance Metrics.vtt 3.7 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/19. Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.vtt 3.7 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/29. Day 4 - Exploring the Journey of AI From Early Models to Transformers.vtt 3.7 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/15. Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.vtt 3.6 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/34. Day 5 - Visualization of Results Did We Beat GPT-4.vtt 3.6 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/26. Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.vtt 3.5 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/13. Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.vtt 3.4 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/13. Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.vtt 3.2 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/06. Day 1 - From Wall Street to AI Ed Donner's Path to Becoming an LLM Engineer.vtt 3.0 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/30. Day 5 - Analyzing Results Monitoring Agent Framework Performance.vtt 2.9 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/10. Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.vtt 2.8 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/22. Day 3 - Monitoring and Managing Training with Weights & Biases.vtt 2.7 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/05. Day 1 - Building LLM Applications Chatbots, RAG, and Agentic AI Projects.vtt 2.7 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/27. Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.vtt 2.7 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/21. Day 3 - Comparing Leading LLMs Strengths and Business Applications.vtt 2.6 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/12. Day 4 - Master RAG Pipeline Building Efficient RAG Systems.vtt 2.5 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/23. Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.vtt 2.5 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/31. Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.vtt 2.4 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/20. Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.vtt 2.3 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/21. Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.vtt 2.3 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/05. Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.vtt 2.3 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/08. Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.vtt 2.2 kB
  • 07. Fine-tuned open-source model to compete with Frontier in price prediction/09. Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.vtt 2.2 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/08. Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.vtt 2.2 kB
  • 08. Week 8 - Build Autonomous multi agent system collaborating with models/15. Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.vtt 2.2 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/06. Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.vtt 2.2 kB
  • 04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/25. Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.vtt 2.1 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/21. Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.vtt 2.0 kB
  • 06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/12. Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.vtt 2.0 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/16. Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.vtt 1.8 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/09. Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.vtt 1.7 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/06. Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.vtt 1.7 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/04. Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.vtt 1.7 kB
  • 02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/17. Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.vtt 1.5 kB
  • 05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/13. Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.vtt 1.5 kB
  • 03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/12. Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.vtt 1.1 kB
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/19. Day 2 - Hands-On LLM Task Comparing OpenAI and Ollama for Text Summarization.vtt 998 Bytes
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/01. Day 1 - Cold Open Jumping Right into LLM Engineering.vtt 996 Bytes
  • 01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/Resources-for-the-course.url 88 Bytes

随机展示

相关说明

本站不存储任何资源内容，只收集BT种子元数据(例如文件名和文件大小)和磁力链接(BT种子标识符)，并提供查询服务，是一个完全合法的搜索引擎系统。 网站不提供种子下载服务，用户可以通过第三方链接或磁力链接获取到相关的种子资源。本站也不对BT种子真实性及合法性负责，请用户注意甄别！