data science -移花宫 -武林禁地，闲人禁止入内

GetFreeCourses.Co-Udemy-Machine Learning & Data Science A-Z Hands-on Python 2021

6. Supervised Learning - Regression/8. Random Forest Model Development.mp4 258.2 MB
5. Supervised Learning - Classification/1. Supervised Learning Models - Introduction and Understanding the Data.mp4 245.1 MB
5. Supervised Learning - Classification/4. k-NN Training-Set and Test-Set Creation.mp4 239.5 MB
3. Data Preprocessing/6. Missing Values2.mp4 230.0 MB
6. Supervised Learning - Regression/1. Simple and Multiple Linear Regression Concepts.mp4 222.5 MB
3. Data Preprocessing/3. Statistics2.mp4 217.6 MB
6. Supervised Learning - Regression/6. Polynomial Linear Regression Model Development.mp4 217.0 MB
2. Machine Learning Useful Packages (Libraries)/13. Visualization with Matplotlib2.mp4 215.2 MB
2. Machine Learning Useful Packages (Libraries)/11. Pandas4.mp4 212.9 MB
2. Machine Learning Useful Packages (Libraries)/14. Visualization with Matplotlib3.mp4 198.0 MB
3. Data Preprocessing/12. Normalization.mp4 195.9 MB
5. Supervised Learning - Classification/13. Model Evaluation - Calculating with Python.mp4 182.5 MB
6. Supervised Learning - Regression/4. Evaluation Metrics - Implementation.mp4 167.7 MB
3. Data Preprocessing/1. Reading and Modifying a Dataset.mp4 162.1 MB
2. Machine Learning Useful Packages (Libraries)/6. NumPy5.mp4 160.1 MB
7. Unsupervised Learning - Clustering Techniques/10. Hierarchical Clustering Model Development.mp4 153.0 MB
2. Machine Learning Useful Packages (Libraries)/15. Visualization with Matplotlib4.mp4 149.9 MB
5. Supervised Learning - Classification/3. k-NN Model Development.mp4 147.5 MB
2. Machine Learning Useful Packages (Libraries)/7. NumPy6.mp4 141.0 MB
8. Hyper Parameter Optimization (Model Tuning)/4. k-NN - Model Tuning.mp4 140.1 MB

[磁力链接] 添加时间:2022-04-20 大小:7.2 GB 最近下载:2025-02-15 热度:102

[ DevCourseWeb.com ] Udemy - 100% Effective Tips to get your Dream Data Science Job

~Get Your Files Here !/7. Searching Data Science Job/9. Mistakes to Avoid.mp4 177.7 MB
~Get Your Files Here !/8. Preparing for the Interview/3. Prepare Interview Questions.mp4 147.6 MB
~Get Your Files Here !/6. Power up your Resume/7. More Tips for an effective Data Science Resume.mp4 120.3 MB
~Get Your Files Here !/9. The Big Day of Interview/4. Mistakes to Avoid.mp4 105.0 MB
~Get Your Files Here !/9. The Big Day of Interview/3. During the Interview.mp4 104.2 MB
~Get Your Files Here !/5. Build your Portfolio/3. Have a Portfolio Website Blog.mp4 103.4 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 81.1 MB
~Get Your Files Here !/5. Build your Portfolio/4. Certifications.mp4 78.1 MB
~Get Your Files Here !/6. Power up your Resume/1. Headline.mp4 74.1 MB
~Get Your Files Here !/5. Build your Portfolio/1. Improve your Github presence.mp4 69.8 MB
~Get Your Files Here !/9. The Big Day of Interview/1. Mental Preparation.mp4 69.2 MB
~Get Your Files Here !/5. Build your Portfolio/2. Create an Impactful LinkedIn profile.mp4 65.1 MB
~Get Your Files Here !/6. Power up your Resume/4. Skills.mp4 64.7 MB
~Get Your Files Here !/7. Searching Data Science Job/5. Use LinkedIn effectively.mp4 64.1 MB
~Get Your Files Here !/6. Power up your Resume/3. Education.mp4 63.8 MB
~Get Your Files Here !/3. Learning Data Science/7. Best Data Science Courses - Free & Paid.mp4 63.3 MB
~Get Your Files Here !/3. Learning Data Science/6. Best Data Science Books.mp4 63.2 MB
~Get Your Files Here !/4. Data Science Skillset Walkthrough/3. Technical Skills.mp4 63.1 MB
~Get Your Files Here !/7. Searching Data Science Job/1. Portals for Data Science Jobs.mp4 63.0 MB
~Get Your Files Here !/9. The Big Day of Interview/5. After the Interview.mp4 61.8 MB

[磁力链接] 添加时间:2022-04-19 大小:3.0 GB 最近下载:2025-09-02 热度:908

O`REILLY - Data Science Bookcamp, VIDEO EDITION

113 - Chapter 21. Measuring feature importance with coefficients.mp4 97.7 MB
71 - Chapter 15. Clustering texts by topic, Part 2.mp4 91.3 MB
66 - Chapter 15. Vectorizing documents using scikit-learn.mp4 91.3 MB
86 - Case study 5 - Predicting future friendships from social network data.mp4 84.3 MB
23 - Chapter 7. Data dredging - Coming to false conclusions through oversampling.mp4 83.8 MB
14 - Chapter 5. Basic probability and statistical analysis using SciPy.mp4 79.9 MB
98 - Chapter 19. Community detection using Markov clustering, Part 2.mp4 78.9 MB
93 - Chapter 19. Dynamic graph theory techniques for node ranking and social network analysis.mp4 78.7 MB
87 - Chapter 18. An introduction to graph theory and network analysis.mp4 78.5 MB
16 - Chapter 5. Variance as a measure of dispersion.mp4 77.5 MB
70 - Chapter 15. Clustering texts by topic, Part 1.mp4 76.9 MB
109 - Chapter 21. Training a linear classifier, Part 2.mp4 76.8 MB
81 - Chapter 17. Filtering jobs by relevance.mp4 76.7 MB
44 - Chapter 12. Visualizing and clustering the extracted location data.mp4 74.2 MB
84 - Chapter 17. Exploring clusters at alternative values of K.mp4 72.7 MB
42 - Chapter 11. Limitations of the GeoNamesCache library.mp4 72.5 MB
36 - Chapter 10. Clustering based on non-Euclidean distance.mp4 72.1 MB
64 - Chapter 14. Efficient dimension reduction using SVD and scikit-learn.mp4 71.9 MB
22 - Chapter 7. Assessing the divergence between sample mean and population mean.mp4 71.6 MB
82 - Chapter 17. Clustering skills in relevant job postings.mp4 69.8 MB

[磁力链接] 添加时间:2022-04-17 大小:6.9 GB 最近下载:2025-08-31 热度:3230

[ TutSala.com ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/training.1600000.processed.noemoticon.csv 238.8 MB
~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.mp4 87.5 MB
~Get Your Files Here !/9. Running the model on a local Server/2. Creating an user interface to interact with our created model.mp4 67.4 MB
~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/models/vectoriser.pickle 61.4 MB
~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.mp4 39.4 MB
~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.mp4 37.3 MB
~Get Your Files Here !/4. Data Analysis/1. Creating a word cloud of positive and negative tweets.mp4 35.9 MB
~Get Your Files Here !/7. Model Building and Evaluation/1. Creating a common Model Evaluation function.mp4 33.5 MB
~Get Your Files Here !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.mp4 31.9 MB
~Get Your Files Here !/8. Model in Action/1. Testing the model on unknown datasets.mp4 31.4 MB
~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.mp4 31.2 MB
~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.mp4 28.7 MB
~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.mp4 26.5 MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/3. Understanding the data.mp4 21.7 MB
~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.mp4 21.7 MB
~Get Your Files Here !/10. Deploying the project on Heroku Platform/2. Pushing your code to Github repository.mp4 18.4 MB
~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.mp4 18.4 MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.mp4 17.9 MB
~Get Your Files Here !/10. Deploying the project on Heroku Platform/1. Updating your Project directory.mp4 16.0 MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.mp4 15.9 MB

[磁力链接] 添加时间:2022-04-17 大小:1.0 GB 最近下载:2025-09-02 热度:994

[ FreeCourseWeb.com ] Udemy - Web Scraping with Beautiful Soup for Data Science

~Get Your Files Here !/4. Project No.2 - Level Intermediate/5. Scraping Multiple Pages.mp4 247.6 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/2. Combine URLs.mp4 213.5 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/5. Scrape Multiple Pages.mp4 191.5 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/4. Loop through all links and store results.mp4 152.8 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/2. Find & Find All.mp4 132.2 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/3. Extract Data from First Link.mp4 126.8 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/2. Scraping necessary Data - Part 1.mp4 121.0 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/1. Imports, HTTP Requests, Soup Object.mp4 110.2 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/5. Navigate to Siblings &Parents.mp4 105.8 MB
~Get Your Files Here !/3. Project No.1 - Level Beginner/3. Dataframe and Excel File.mp4 101.4 MB
~Get Your Files Here !/3. Project No.1 - Level Beginner/2. Extract necessary Data.mp4 84.8 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/4. Dataframe & Data Storage.mp4 81.2 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/3. Select & Select One.mp4 68.8 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/3. Scraping necessary Data - Part 2.mp4 67.3 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/6. Extract Links & URLs.mp4 66.3 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/1. Project Overview & SetUp.mp4 46.3 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/1. Project Introduction & SetUp.mp4 45.5 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/4. Extract Attribute Values.mp4 44.6 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/7. Find Elements - Alternative Syntax.mp4 43.1 MB
~Get Your Files Here !/1. Introduction & Course Overview/1. Introduction.mp4 33.5 MB

[磁力链接] 添加时间:2022-04-13 大小:2.1 GB 最近下载:2025-08-30 热度:1652

[Tutorialsplanet.NET] Udemy - Data Science Natural Language Processing (NLP) in Python

11. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 195.5 MB
3. Machine Learning Basics Review/3. Classification in Code.mp4 146.3 MB
6. Build your own sentiment analyzer/5. Sentiment Analysis in Python using Logistic Regression.mp4 142.0 MB
4. Decrypting Ciphers/4. Genetic Algorithms.mp4 110.3 MB
9. Write your own article spinner/5. Writing an article spinner in Python.mp4 82.6 MB
12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
8. Latent Semantic Analysis/2. SVD - The underlying math behind LSA.mp4 82.0 MB
6. Build your own sentiment analyzer/7. How to Improve Sentiment Analysis & FAQ.mp4 81.5 MB
3. Machine Learning Basics Review/1. Machine Learning Section Introduction.mp4 79.4 MB
3. Machine Learning Basics Review/2. What is Classification.mp4 74.1 MB
3. Machine Learning Basics Review/5. Regression in Code.mp4 72.7 MB
4. Decrypting Ciphers/3. Language Models.mp4 68.8 MB
8. Latent Semantic Analysis/3. Latent Semantic Analysis in Python.mp4 66.3 MB
3. Machine Learning Basics Review/9. Comparing Different Machine Learning Models.mp4 56.2 MB
1. Natural Language Processing - What is it used for/2. Why Learn NLP.mp4 55.1 MB
1. Natural Language Processing - What is it used for/1. Introduction and Outline.mp4 53.9 MB
3. Machine Learning Basics Review/4. What is Regression.mp4 52.0 MB
2. Course Preparation/1. How to Succeed in this Course.mp4 45.9 MB
1. Natural Language Processing - What is it used for/3. The Central Message of this Course (Big Picture Perspective).mp4 45.1 MB
4. Decrypting Ciphers/10. Code pt 5.mp4 42.9 MB

[磁力链接] 添加时间:2022-04-12 大小:2.7 GB 最近下载:2025-08-24 热度:349

[ DevCourseWeb.com ] Udemy - Applied Data Science with Python Specialization.zip

[ DevCourseWeb.com ] Udemy - Applied Data Science with Python Specialization.zip 3.6 GB

[磁力链接] 添加时间:2022-04-12 大小:3.6 GB 最近下载:2025-08-31 热度:233

GetFreeCourses.Co-Udemy-The Data Science Course 2022 Complete Data Science Bootcamp

12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4 145.0 MB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4 131.6 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4 110.6 MB
40 - Part 6_ Mathematics/011 Why is Linear Algebra Useful_.mp4 90.4 MB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/001 Practical Example_ Linear Regression (Part 1).mp4 89.0 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis.mp4 84.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4 78.4 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/004 Business Case_ Preprocessing.mp4 78.0 MB
51 - Deep Learning - Business Case Example/004 Business Case_ Preprocessing the Data.mp4 77.4 MB
56 - Software Integration/003 Taking a Closer Look at APIs.mp4 68.5 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4 66.9 MB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4 64.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4 63.4 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/001 Business Case_ Getting Acquainted with the Dataset.mp4 63.2 MB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints_.mp4 61.7 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/006 Creating a Data Provider.mp4 59.0 MB
02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords_ Why are there so Many_.mp4 57.4 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set.mp4 56.9 MB
18 - Statistics - Inferential Statistics_ Confidence Intervals/002 Confidence Intervals; Population Variance Known; Z-score.mp4 54.7 MB
51 - Deep Learning - Business Case Example/001 Business Case_ Exploring the Dataset and Identifying Predictors.mp4 53.9 MB

[磁力链接] 添加时间:2022-04-11 大小:8.4 GB 最近下载:2025-09-02 热度:4410

[Tutorialsplanet.NET] Udemy - Python for Data Science & Machine Learning from A-Z

19. PCA/7. PCA - Image Compression.mp4 262.1 MB
16. Ensemble Learning and Random Forests/6. Implementing Random Forests from scratch Part 1.mp4 212.4 MB
15. Decision Trees/7. ID3 - Putting Everything Together.mp4 191.3 MB
14. K Nearest Neighbors/3. EDA on Iris Dataset.mp4 169.7 MB
15. Decision Trees/3. What is Entropy and Information Gain.mp4 142.7 MB
19. PCA/9. PCA - Biplot and the Screen Plot.mp4 142.2 MB
1. Introduction/6. How To Get a Data Science Job.mp4 137.6 MB
1. Introduction/5. What is a Data Scientist.mp4 133.7 MB
17. Support Vector Machines/6. SVM - Kernel Types.mp4 132.5 MB
15. Decision Trees/2. EDA on Adult Dataset.mp4 129.2 MB
15. Decision Trees/8. Evaluating our ID3 implementation.mp4 127.9 MB
19. PCA/8. PCA Data Preprocessing.mp4 126.3 MB
15. Decision Trees/13. Pruning.mp4 118.5 MB
17. Support Vector Machines/8. SVM with Non-linear Dataset.mp4 117.0 MB
13. Linear and Logistic Regression/3. Linear Regression + Correlation Methods.mp4 115.7 MB
18. K-means/3. Representing Clusters.mp4 114.9 MB
3. Python For Data Science/15. Python Dictionaries.mp4 109.2 MB
17. Support Vector Machines/7. SVM with Linear Dataset (Iris).mp4 106.5 MB
18. K-means/1. Unsupervised Machine Learning Intro.mp4 105.8 MB
9. Machine Learning/1. Introduction To Machine Learning.mp4 103.5 MB

[磁力链接] 添加时间:2022-04-10 大小:7.9 GB 最近下载:2025-08-16 热度:292

[ FreeCourseWeb.com ] Udemy - KNIME for Data Science and Data Cleaning

~Get Your Files Here !/1-Introduction/06-Useful Nodes - Column Aggregations.mp4 207.0 MB
~Get Your Files Here !/1-Introduction/09-A JSON File Challenge in KNIME.mp4 200.2 MB
~Get Your Files Here !/1-Introduction/12-TensorFlow Neural Network Regression Implementation in KNIME.mp4 160.5 MB
~Get Your Files Here !/1-Introduction/16-NLP in KNIME Part 3 - Bag of Words and Document Vector.mp4 157.1 MB
~Get Your Files Here !/1-Introduction/15-NLP in KNIME Part 2 - Data Preprocessing and Cleaning.mp4 153.6 MB
~Get Your Files Here !/1-Introduction/04-Reading Multiple Excel Files - Benefits of Loops.mp4 152.4 MB
~Get Your Files Here !/1-Introduction/14-Introduction to NLP in KNIME Part 1.mp4 149.4 MB
~Get Your Files Here !/1-Introduction/17-NLP in KNIME - Choose ML Algorithm and Score Our Model.mp4 129.9 MB
~Get Your Files Here !/1-Introduction/05-Excel Files with Different Table Structures in KNIME.mp4 128.7 MB
~Get Your Files Here !/1-Introduction/03-Reading multiple Excel files - Potential Errors and Solutions.mp4 126.8 MB
~Get Your Files Here !/2-Older Videos KNIME Version Before 4.3/20-Reading Multiple Excel Files - Benefits of Loops.mp4 121.0 MB
~Get Your Files Here !/1-Introduction/07-Countries - Data Cleaning Challenge.mp4 119.4 MB
~Get Your Files Here !/1-Introduction/11-Mismatching Addresses - Introduction to Similarity Search in KNIME.mp4 108.1 MB
~Get Your Files Here !/1-Introduction/08-Merge Table Challenge in KNIME.mp4 99.3 MB
~Get Your Files Here !/1-Introduction/10-Create the Neural Network h5 Model File to be Used in KNIME.mp4 97.4 MB
~Get Your Files Here !/2-Older Videos KNIME Version Before 4.3/21-Excel Files with Different Table Structure in KNIME.mp4 78.2 MB
~Get Your Files Here !/2-Older Videos KNIME Version Before 4.3/19-Copying or Moving Files with KNIME.mp4 64.0 MB
~Get Your Files Here !/1-Introduction/13-Transfer Learning in KNIME Using Python Scripts.mp4 36.4 MB
~Get Your Files Here !/1-Introduction/02-Copying or Moving Files with KNIME.mp4 29.8 MB
~Get Your Files Here !/1-Introduction/01-Welcome to KNIME.mp4 11.1 MB

[磁力链接] 添加时间:2022-04-08 大小:2.3 GB 最近下载:2025-09-03 热度:1029

[ FreeCourseWeb.com ] Udemy - Cybersecurity Data Science.zip

[ FreeCourseWeb.com ] Udemy - Cybersecurity Data Science.zip 349.0 MB

[磁力链接] 添加时间:2022-04-08 大小:349.0 MB 最近下载:2025-08-26 热度:225

[ DevCourseWeb.com ] Udemy - Machine Learning - Data Science Product Management Made Easy

~Get Your Files Here !/06 - Deep Learning Intro/002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!.mp4 228.0 MB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/004 Linear Regression Coding Notebook - Case Study in Predicting Housing Prices.mp4 191.3 MB
~Get Your Files Here !/05 - Success Metrics/001 Classification success metrics.mp4 137.3 MB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/002 Key questions to ask your team.mp4 97.9 MB
~Get Your Files Here !/03 - Data Science Loop/003 Data Science Loop Specifically.mp4 68.9 MB
~Get Your Files Here !/01 - Introduction/003 Main Takeway Preview!.mp4 57.1 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/005 Demographic and Psychographic Factors to Consider.mp4 54.6 MB
~Get Your Files Here !/03 - Data Science Loop/005 Comparing ML and Data Analysis.mp4 45.5 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/001 UX Issues in ML.mp4 45.4 MB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/002 Linear Regression Overview.mp4 45.3 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/006 A Research roadmap for you ML Product.mp4 43.5 MB
~Get Your Files Here !/02 - Machine Learning Basics/008 Overfitting and Underfitting.mp4 41.7 MB
~Get Your Files Here !/02 - Machine Learning Basics/001 Major ML Use Cases.mp4 39.9 MB
~Get Your Files Here !/03 - Data Science Loop/006 Limitations of ML.mp4 38.4 MB
~Get Your Files Here !/05 - Success Metrics/002 General success metrics.mp4 35.0 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/003 Testing mockups of your ML product.mp4 33.3 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/004 Testing concept diagrams of your ML Product.mp4 30.6 MB
~Get Your Files Here !/02 - Machine Learning Basics/005 Unsupervised Learning.mp4 29.3 MB
~Get Your Files Here !/01 - Introduction/002 When ML is not the best approach!.mp4 25.3 MB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/003 Checklist of Key Sections for you ML Product Roadmap.mp4 24.1 MB

[磁力链接] 添加时间:2022-04-08 大小:1.6 GB 最近下载:2025-08-26 热度:3120

365 Data Science - Deep Learning with TensorFlow [CoursesGhar]

13. Business case/4. Preprocessing the data.mp4 82.6 MB
14. Conclusion/3. An overview of CNNs.mp4 75.4 MB
6. Deep nets overview/3. Really understand deep nets.mp4 61.0 MB
13. Business case/10. Homework.mp4 60.3 MB
13. Business case/5. Creating the batching class.mp4 59.4 MB
2. Neural networks Intro/11. One-parameter gradient descent.mp4 59.1 MB
12. Deeper example/9. Commenting on the results.mp4 55.3 MB
6. Deep nets overview/7. Backpropagation.mp4 55.3 MB
13. Business case/1. The dataset.mp4 55.2 MB
2. Neural networks Intro/12. N-parameter gradient descent.mp4 52.5 MB
1. Introduction/2. What does the course cover.mp4 51.6 MB
14. Conclusion/1. Summary.mp4 50.9 MB
4. Minimal example/4. Training the model.mp4 48.8 MB
13. Business case/6. Outlining the model.mp4 48.5 MB
12. Deeper example/4. MNIST - Outlining the model.mp4 47.2 MB
13. Business case/3. Balancing a dataset.mp4 47.1 MB
5. Introduction to TensorFlow/1. TensorFlow outline.mp4 46.8 MB
2. Neural networks Intro/1. Introduction to neural networks.mp4 44.6 MB
2. Neural networks Intro/6. The linear model. Multiple inputs and multiple outputs.mp4 44.3 MB
14. Conclusion/5. Non-NN approaches.mp4 43.9 MB

[磁力链接] 添加时间:2022-04-08 大小:2.7 GB 最近下载:2025-08-27 热度:1759

[DesireCourse.Com] Udemy - Introduction To Data Science

02-modeling-and-machine-learning/009-linear-regression-background.mp4 166.7 MB
02-modeling-and-machine-learning/016-support-vector-machines.mp4 150.3 MB
02-modeling-and-machine-learning/010-linear-regression-practice.mp4 149.7 MB
03-data/023-the-shape-of-data.mp4 148.6 MB
02-modeling-and-machine-learning/019-evaluating-models.mp4 148.2 MB
03-data/024-dealing-with-categorical-variables.mp4 145.3 MB
02-modeling-and-machine-learning/012-logistic-regression-practice.mp4 123.0 MB
02-modeling-and-machine-learning/005-validating-models.mp4 118.1 MB
03-data/025-useful-data-transformations.mp4 115.2 MB
03-data/021-visualizing-data.mp4 114.8 MB
04-moving-on/027-further-topics.mp4 114.2 MB
03-data/022-missing-values.mp4 104.5 MB
02-modeling-and-machine-learning/008-naive-bayes-practice.mp4 103.0 MB
01-course-overview/003-starting-with-r-and-data.mp4 98.0 MB
03-data/020-loading-data-in-r.mp4 90.8 MB
02-modeling-and-machine-learning/007-naive-bayes-background.mp4 81.5 MB
02-modeling-and-machine-learning/014-random-forest-practice.mp4 80.3 MB
02-modeling-and-machine-learning/017-gradient-boosting.mp4 74.1 MB
02-modeling-and-machine-learning/018-regularization-for-linear-and-logistic-regression.mp4 70.6 MB
02-modeling-and-machine-learning/011-logistic-regression-background.mp4 64.6 MB

[磁力链接] 添加时间:2022-04-06 大小:2.6 GB 最近下载:2025-08-22 热度:2075

[ CourseMega.com ] Udemy - Designing and Implementing a Data Science Solution on Azure

~Get Your Files Here !/6. Running Spark on Azure Databricks.mp4 39.6 MB
~Get Your Files Here !/5. Managing Role-Based Access Control on Azure.mp4 33.5 MB
~Get Your Files Here !/3. Azure Machine Learning Studio.mp4 33.4 MB
~Get Your Files Here !/2. Azure Machine Learning SDK.mp4 32.4 MB
~Get Your Files Here !/7. Azure Databricks to Import and Analyze Data.mp4 31.6 MB
~Get Your Files Here !/4. Hyperdrive in Azure Machine Learning.mp4 29.2 MB
~Get Your Files Here !/1. Introduction.mp4 27.7 MB
~Get Your Files Here !/3. Azure Machine Learning Studio.srt 6.2 kB
~Get Your Files Here !/7. Azure Databricks to Import and Analyze Data.srt 6.0 kB
~Get Your Files Here !/2. Azure Machine Learning SDK.srt 5.7 kB
~Get Your Files Here !/1. Introduction.srt 5.7 kB
~Get Your Files Here !/4. Hyperdrive in Azure Machine Learning.srt 5.6 kB
~Get Your Files Here !/6. Running Spark on Azure Databricks.srt 5.6 kB
~Get Your Files Here !/5. Managing Role-Based Access Control on Azure.srt 5.2 kB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 180 Bytes

[磁力链接] 添加时间:2022-04-06 大小:227.5 MB 最近下载:2025-08-22 热度:182

[DMC.RIP] [OTUS] Математика для Data Science. Продвинутый курс. Часть 2

[DMC.RIP] 10. Метрические пространства/[DMC.RIP] 10_3.mp4 467.7 MB
[DMC.RIP] 15. Метод максимального правдоподобия/[DMC.RIP] 15.mp4 192.0 MB
[DMC.RIP] 14. Минимизация и максимизация в регрессиях/[DMC.RIP] 14.mp4 176.4 MB
[DMC.RIP] 11. Теория пределов/[DMC.RIP] 11.mp4 174.9 MB
[DMC.RIP] 16. Применения мат.анализа в ML/[DMC.RIP] 16.mp4 132.8 MB
[DMC.RIP] 13. Оптимизация/[DMC.RIP] 13.mp4 123.2 MB
[DMC.RIP] 12. Дифференцирование/[DMC.RIP] 12.mp4 118.3 MB
[DMC.RIP] 18. Midterm/[DMC.RIP] 18.mp4 112.6 MB
[DMC.RIP] 17. Применения мат.анализа в ML/[DMC.RIP] 17.mp4 111.8 MB
[DMC.RIP] 10. Метрические пространства/[DMC.RIP] 10_1.mp4 110.3 MB
[DMC.RIP] 10. Метрические пространства/[DMC.RIP] 10_2.mp4 62.6 MB
[DMC.RIP] 12. Дифференцирование/[DMC.RIP] 13.pptx 10.9 MB
[DMC.RIP] 11. Теория пределов/11.pdf 3.0 MB
[DMC.RIP] 10. Метрические пространства/[DMC.RIP] Linear_and_Normes_v002.pdf 2.7 MB
[DMC.RIP] 15. Метод максимального правдоподобия/15.pdf 2.4 MB
[DMC.RIP] 14. Минимизация и максимизация в регрессиях/14.pdf 2.4 MB
[DMC.RIP] 11. Теория пределов/[DMC.RIP] 11.pdf 1.8 MB
[DMC.RIP] 17. Применения мат.анализа в ML/[DMC.RIP] neural_network_implementation.ipynb 1.4 MB
[DMC.RIP] 10. Метрические пространства/[DMC.RIP] Linear_and_Normes_Spaces_v002.pdf 1.4 MB
[DMC.RIP] 14. Минимизация и максимизация в регрессиях/ДЗ.pdf 1.4 MB

[磁力链接] 添加时间:2022-04-05 大小:1.8 GB 最近下载:2025-08-23 热度:158

365 Data Science - Credit Risk Modeling in Python [CoursesGhar]

1. Introduction/1. What is credit risk and why is it important.mp4 57.8 MB
9. PD model monitoring/2. Population stability index - preprocessing.mp4 55.1 MB
1. Introduction/2. Expected loss (EL) and its components - PD, LGD and EAD.mp4 48.3 MB
13. Calculating expected loss/1. Calculating expected loss.mp4 47.8 MB
6. PD model estimation/4. Build a logistic regression model with p-values..mp4 43.8 MB
8. Applying the PD model for decision making/2. Creating a scorecard.mp4 42.1 MB
5. PD model_ data preparation/13. Data preparation. Preprocessing continuous variables - creating dummies (Part 2).mp4 39.9 MB
5. PD model_ data preparation/14. Data preparation. Preprocessing continuous variables - creating dummies (Part 3).mp4 37.8 MB
5. PD model_ data preparation/10. Data preparation. Preprocessing discrete variables - creating dummies (Part 2).mp4 36.5 MB
9. PD model monitoring/3. Population stability index - calculation and interpretation.mp4 34.5 MB
1. Introduction/5. Different facility types (asset classes) and credit risk modeling approaches.mp4 33.8 MB
1. Introduction/4. Basel II approaches - SA, F-IRB, and A-IRB.mp4 31.1 MB
8. Applying the PD model for decision making/5. Setting cut-offs.mp4 31.1 MB
4. General preprocessing/2. Preprocessing few continuous variables.mp4 31.1 MB
7. PD model validation (test)/2. Evaluation of model performance - accuracy and area under the curve (AUC).mp4 26.4 MB
7. PD model validation (test)/3. Evaluation of model performance - Gini and Kolmogorov-Smirnov..mp4 24.4 MB
5. PD model_ data preparation/8. Data preparation. Preprocessing discrete variables - visualizing results.mp4 23.8 MB
6. PD model estimation/1. The PD model. Logistic regression with dummy variables.mp4 21.3 MB
5. PD model_ data preparation/5. Data preparation. Splitting data.mp4 21.3 MB
7. PD model validation (test)/1. Out-of-sample validation (test)..mp4 21.1 MB

[磁力链接] 添加时间:2022-04-04 大小:1.2 GB 最近下载:2025-08-10 热度:757

[ FreeCourseWeb.com ] Udemy - Pandas with Python for Data Science

~Get Your Files Here !/4. Azure Data Lake/14. Example on Pivot Table.mp4 79.5 MB
~Get Your Files Here !/4. Azure Data Lake/7. Stacking and Unstacking.mp4 72.8 MB
~Get Your Files Here !/3. Data Analysis/22. Concept of Dummy Coding.mp4 71.5 MB
~Get Your Files Here !/4. Azure Data Lake/11. More Options with Crosstab.mp4 68.9 MB
~Get Your Files Here !/2. Data Set/6. Column Names and Operation.mp4 67.2 MB
~Get Your Files Here !/4. Azure Data Lake/2. Merging Data Frames.mp4 62.9 MB
~Get Your Files Here !/3. Data Analysis/25. Functions for Date and Time.mp4 62.4 MB
~Get Your Files Here !/3. Data Analysis/15. Functions of iX Method.mp4 61.7 MB
~Get Your Files Here !/3. Data Analysis/18. Reducing the Space.mp4 61.7 MB
~Get Your Files Here !/4. Azure Data Lake/6. Working with Interpolate Method.mp4 60.5 MB
~Get Your Files Here !/4. Azure Data Lake/10. More on Crosstab.mp4 60.4 MB
~Get Your Files Here !/4. Azure Data Lake/13. Pivot Table Method.mp4 57.2 MB
~Get Your Files Here !/2. Data Set/2. Reading the Data Set.mp4 53.7 MB
~Get Your Files Here !/4. Azure Data Lake/16. Using Excel Functions.mp4 52.6 MB
~Get Your Files Here !/4. Azure Data Lake/15. Data Frame to CSV File.mp4 52.5 MB
~Get Your Files Here !/4. Azure Data Lake/5. Importing Time Series Data.mp4 49.8 MB
~Get Your Files Here !/4. Azure Data Lake/3. Shaping a Data Frame.mp4 48.8 MB
~Get Your Files Here !/3. Data Analysis/13. Column in Index.mp4 46.9 MB
~Get Your Files Here !/3. Data Analysis/29. Formatting the Data.mp4 45.5 MB
~Get Your Files Here !/3. Data Analysis/12. Uses of Index.mp4 45.1 MB

[磁力链接] 添加时间:2022-04-03 大小:2.3 GB 最近下载:2025-06-20 热度:943

365 Data Science - Deep Learning with TensorFlow 2.0 [CoursesGhar]

13. Business case/4. Preprocessing the data.mp4 81.2 MB
14. Conclusion/3. An overview of CNNs.mp4 75.4 MB
6. Deep nets overview/3. Really understand deep nets.mp4 61.0 MB
2. Neural networks Intro/11. One-parameter gradient descent.mp4 59.1 MB
6. Deep nets overview/7. Backpropagation.mp4 55.3 MB
13. Business case/1. Exploring the dataset and identifying predictors.mp4 54.6 MB
2. Neural networks Intro/12. N-parameter gradient descent.mp4 52.5 MB
1. Introduction/2. What does the course cover.mp4 51.6 MB
14. Conclusion/1. Summary.mp4 50.9 MB
4. Minimal example/4. Training the model.mp4 48.8 MB
13. Business case/3. Balancing the dataset.mp4 46.8 MB
13. Business case/7. Setting an early stopping mechanism.mp4 44.7 MB
2. Neural networks Intro/1. Introduction to neural networks.mp4 44.6 MB
2. Neural networks Intro/6. The linear model. Multiple inputs and multiple outputs.mp4 44.3 MB
14. Conclusion/5. Non-NN approaches.mp4 43.9 MB
5. Introduction to TensorFlow 2/1. TensorFlow outline.mp4 43.2 MB
12. Deeper example/8. Learning.mp4 42.9 MB
2. Neural networks Intro/3. Types of machine learning.mp4 42.8 MB
11. Preprocessing/3. Standardization.mp4 42.3 MB
6. Deep nets overview/4. Why do we need non-linearities.mp4 39.8 MB

[磁力链接] 添加时间:2022-04-03 大小:2.6 GB 最近下载:2025-08-23 热度:708

[ TutPig.com ] Udemy - Data science tools - Basic of Statistics

~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/1. Rates_Ratio_incidence_prevalence.mp4 238.9 MB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/2. normal_examples.mp4 205.7 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/4. Regression-example.mp4 184.0 MB
~Get Your Files Here !/6. Probability-Bayes-Theorem/1. Basic of Probability.mp4 172.7 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/3. Screening_test-example.mp4 154.7 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/1. correlation-coefficient.mp4 150.0 MB
~Get Your Files Here !/6. Probability-Bayes-Theorem/2. Bayes theorem.mp4 136.3 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/1. Screening_test_confusion_matrix_1.mp4 132.4 MB
~Get Your Files Here !/3. Summary measuresMeasures of Dispersion/1. Measures of Dispersion_variance_sd.mp4 129.1 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/2. Screening_test_confusion_matrix_2_details.mp4 118.5 MB
~Get Your Files Here !/1. Introduction Data and Statistics/4. Data.mp4 113.8 MB
~Get Your Files Here !/2. Summary measures Central Tendency/2. Median.mp4 113.5 MB
~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/2. Odds-Odd Ratio.mp4 106.7 MB
~Get Your Files Here !/4. Shape of data Measures of Skewness/3. Skewness_shape of the data.mp4 101.8 MB
~Get Your Files Here !/2. Summary measures Central Tendency/3. Mode.mp4 86.2 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/4. Screening_test-bayes-theorem.mp4 83.8 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/2. correlation-Scatter-diagram.mp4 82.2 MB
~Get Your Files Here !/7. Discrete probability distribution/1. Binomial distribution.mp4 74.7 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/3. Regression-analysis.mp4 70.6 MB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/1. normal_distribution.mp4 70.4 MB

[磁力链接] 添加时间:2022-04-03 大小:2.9 GB 最近下载:2025-09-02 热度:2346