Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)
File List
| File | Size |
|---|---|
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/5. Activity WINDOWS Installing and Using Anaconda & Course Materials.mp4 | 101.97 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/6. Activity MAC Installing and Using Anaconda & Course Materials.mp4 | 95.78 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/7. Activity LINUX Installing and Using Anaconda & Course Materials.mp4 | 60.14 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/12. Introducing the Pandas Library Optional.mp4 | 44.15 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/8. Python Basics, Part 1 Optional.mp4 | 26.9 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/9. Activity Python Basics, Part 2 Optional.mp4 | 20.62 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/1. Introduction.mp4 | 18.75 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4 | 17.4 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/11. Activity Python Basics, Part 4 Optional.mp4 | 5.72 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/10. Activity Python Basics, Part 3 Optional.mp4 | 2.44 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/12. Introducing the Pandas Library Optional.vtt | 18.15 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/5. Activity WINDOWS Installing and Using Anaconda & Course Materials.vtt | 17.15 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/7. Activity LINUX Installing and Using Anaconda & Course Materials.vtt | 14.83 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/6. Activity MAC Installing and Using Anaconda & Course Materials.vtt | 13.97 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/8. Python Basics, Part 1 Optional.vtt | 7.95 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/9. Activity Python Basics, Part 2 Optional.vtt | 7.79 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/11. Activity Python Basics, Part 4 Optional.vtt | 5.96 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/1. Introduction.vtt | 5.13 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/10. Activity Python Basics, Part 3 Optional.vtt | 4.39 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/2. Udemy 101 Getting the Most From This Course.vtt | 4.14 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/4. Installation Getting Started.html | 1.21 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/01. Getting Started/3. Important note.html | 575 B |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/4. Activity Variation and Standard Deviation.mp4 | 103.39 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/9. Activity Advanced Visualization with Seaborn.mp4 | 96.14 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/11. Exercise Conditional Probability.mp4 | 93.95 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/8. Activity A Crash Course in matplotlib.mp4 | 88.69 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/1. Types of Data (Numerical, Categorical, Ordinal).mp4 | 73.1 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/10. Activity Covariance and Correlation.mp4 | 69.48 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/13. Bayes' Theorem.mp4 | 56.12 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/3. Activity Using mean, median, and mode in Python.mp4 | 44.5 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/7. Activity Percentiles and Moments.mp4 | 42.56 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/6. Common Data Distributions (Normal, Binomial, Poisson, etc).mp4 | 28.25 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/2. Mean, Median, Mode.mp4 | 15.96 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/12. Exercise Solution Conditional Probability of Purchase by Age.mp4 | 15.01 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/5. Probability Density Function Probability Mass Function.mp4 | 6.92 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/9. Activity Advanced Visualization with Seaborn.vtt | 29.58 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/11. Exercise Conditional Probability.vtt | 28.22 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/7. Activity Percentiles and Moments.vtt | 22.01 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/10. Activity Covariance and Correlation.vtt | 19.67 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/4. Activity Variation and Standard Deviation.vtt | 19.08 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/8. Activity A Crash Course in matplotlib.vtt | 18.87 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/3. Activity Using mean, median, and mode in Python.vtt | 15.74 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/6. Common Data Distributions (Normal, Binomial, Poisson, etc).vtt | 12.06 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/1. Types of Data (Numerical, Categorical, Ordinal).vtt | 12.01 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/2. Mean, Median, Mode.vtt | 9.66 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/13. Bayes' Theorem.vtt | 8.68 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/5. Probability Density Function Probability Mass Function.vtt | 5.96 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/02. Statistics and Probability Refresher, and Python Practice/12. Exercise Solution Conditional Probability of Purchase by Age.vtt | 4.01 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/03. Predictive Models/3. Activity Multiple Regression, and Predicting Car Prices.mp4 | 94.14 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/03. Predictive Models/1. Activity Linear Regression.mp4 | 92.96 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/03. Predictive Models/2. Activity Polynomial Regression.mp4 | 60.55 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/03. Predictive Models/4. Multi-Level Models.mp4 | 27.22 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/03. Predictive Models/3. Activity Multiple Regression, and Predicting Car Prices.vtt | 28.47 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/03. Predictive Models/1. Activity Linear Regression.vtt | 19.51 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/03. Predictive Models/2. Activity Polynomial Regression.vtt | 13.14 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/03. Predictive Models/4. Multi-Level Models.vtt | 8.21 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/11. Decision Trees Concepts.mp4 | 81.5 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/4. Activity Implementing a Spam Classifier with Naive Bayes.mp4 | 81.39 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/14. Activity XGBoost.mp4 | 79.28 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/12. Activity Decision Trees Predicting Hiring Decisions.mp4 | 57.79 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.mp4 | 56.68 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/16. Activity Using SVM to cluster people using scikit-learn.mp4 | 38.49 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/13. Ensemble Learning.mp4 | 36.96 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/5. K-Means Clustering.mp4 | 26.02 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/6. Activity Clustering people based on income and age.mp4 | 21.99 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/2. Activity Using TrainTest to Prevent Overfitting a Polynomial Regression.mp4 | 21.62 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/15. Support Vector Machines (SVM) Overview.mp4 | 16.35 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/7. Measuring Entropy.mp4 | 12.14 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/3. Bayesian Methods Concepts.mp4 | 9.83 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/9. Activity MAC Installing Graphviz.mp4 | 9.07 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/10. Activity LINUX Installing Graphviz.mp4 | 2.48 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/8. Activity WINDOWS Installing Graphviz.mp4 | 949.33 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/14. Activity XGBoost.vtt | 28.04 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/12. Activity Decision Trees Predicting Hiring Decisions.vtt | 16.66 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/16. Activity Using SVM to cluster people using scikit-learn.vtt | 16.65 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.vtt | 16.13 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/11. Decision Trees Concepts.vtt | 15.49 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/4. Activity Implementing a Spam Classifier with Naive Bayes.vtt | 13.71 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/5. K-Means Clustering.vtt | 12.99 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/13. Ensemble Learning.vtt | 10.62 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/2. Activity Using TrainTest to Prevent Overfitting a Polynomial Regression.vtt | 9.93 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/6. Activity Clustering people based on income and age.vtt | 9.2 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/15. Support Vector Machines (SVM) Overview.vtt | 7.89 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/3. Bayesian Methods Concepts.vtt | 6.79 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/7. Measuring Entropy.vtt | 5.38 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/9. Activity MAC Installing Graphviz.vtt | 1.47 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/10. Activity LINUX Installing Graphviz.vtt | 1.15 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/04. Machine Learning with Python/8. Activity WINDOWS Installing Graphviz.vtt | 745 B |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/5. Activity Making Movie Recommendations with Item-Based Collaborative Filtering.mp4 | 124.11 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/3. Activity Finding Movie Similarities using Cosine Similarity.mp4 | 82.67 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/1. User-Based Collaborative Filtering.mp4 | 81.69 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/4. Activity Improving the Results of Movie Similarities.mp4 | 56.06 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/6. Exercise Improve the recommender's results.mp4 | 28 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/2. Item-Based Collaborative Filtering.mp4 | 23.2 MB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/5. Activity Making Movie Recommendations with Item-Based Collaborative Filtering.vtt | 16.9 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/3. Activity Finding Movie Similarities using Cosine Similarity.vtt | 14.9 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/2. Item-Based Collaborative Filtering.vtt | 14.83 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/1. User-Based Collaborative Filtering.vtt | 14.44 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/4. Activity Improving the Results of Movie Similarities.vtt | 13.42 KB |
| Udemy - Machine Learning, Data Science and Generative AI with Python (1.2025)/05. Recommender Systems/6. Exercise Improve the recommender's results.vtt | 10.13 KB |
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