Filename | Size | Filetype |
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Machine Learning Data Science and Deep Learning with Python | 7.4 GB | Folder |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/1. Introduction.mp4 | 59.6 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/1. Introduction.vtt | 4.2 KB | |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4 | 19.8 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/2. Udemy 101 Getting the Most From This Course.vtt | 3.6 KB | |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/3. [Activity] Getting What You Need.mp4 | 28.1 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/3. [Activity] Getting What You Need.vtt | 4.2 KB | |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/3.1 Course Facebook Group.html | 109 B | Web Page File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/3.2 Course materials and setup steps.html | 100 B | Web Page File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/4. [Activity] Installing Enthought Canopy.mp4 | 109 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/4. [Activity] Installing Enthought Canopy.vtt | 12.4 KB | |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/4.1 Enthought Canopy website.html | 86 B | Web Page File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/5. Python Basics, Part 1 [Optional].mp4 | 133.8 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/5. Python Basics, Part 1 [Optional].vtt | 32.1 KB | |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/6. [Activity] Python Basics, Part 2 [Optional].mp4 | 77.2 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/6. [Activity] Python Basics, Part 2 [Optional].vtt | 18.9 KB | |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/7. Running Python Scripts [Optional].mp4 | 44.7 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/7. Running Python Scripts [Optional].vtt | 8.2 KB | |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/8. Introducing the Pandas Library [Optional].mp4 | 127.9 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/8. Introducing the Pandas Library [Optional].vtt | 15.7 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/1. Types of Data.mp4 | 77.2 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/1. Types of Data.vtt | 14.7 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.mp4 | 130.4 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.mp4.jpg | 104.3 KB | Image File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.txt | 238 B | Text File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.vtt | 23.3 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/11. Exercise Solution Conditional Probability of Purchase by Age.mp4 | 28.7 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/11. Exercise Solution Conditional Probability of Purchase by Age.vtt | 4.5 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/12. Bayes' Theorem.mp4 | 58.9 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/12. Bayes' Theorem.vtt | 10.4 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/2. Mean, Median, Mode.mp4 | 56.1 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/2. Mean, Median, Mode.vtt | 11.7 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/3. [Activity] Using mean, median, and mode in Python.mp4 | 92.7 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/3. [Activity] Using mean, median, and mode in Python.vtt | 16.5 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/4. [Activity] Variation and Standard Deviation.mp4 | 110.8 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/4. [Activity] Variation and Standard Deviation.vtt | 23.3 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/5. Probability Density Function; Probability Mass Function.mp4 | 30.1 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/5. Probability Density Function; Probability Mass Function.vtt | 6.9 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/6. Common Data Distributions.mp4 | 75.4 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/6. Common Data Distributions.vtt | 14.6 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/7. [Activity] Percentiles and Moments.mp4 | 114 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/7. [Activity] Percentiles and Moments.vtt | 25.5 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/8. [Activity] A Crash Course in matplotlib.mp4 | 129.3 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/8. [Activity] A Crash Course in matplotlib.vtt | 25.8 KB | |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/9. [Activity] Covariance and Correlation.mp4 | 116.7 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/9. [Activity] Covariance and Correlation.vtt | 23.4 KB | |
| Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/1. [Activity] Linear Regression.mp4 | 100.5 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/1. [Activity] Linear Regression.vtt | 23.1 KB | |
| Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/2. [Activity] Polynomial Regression.mp4 | 66.8 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/2. [Activity] Polynomial Regression.vtt | 15.9 KB | |
| Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/3. [Activity] Multivariate Regression, and Predicting Car Prices.mp4 | 123.8 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/3. [Activity] Multivariate Regression, and Predicting Car Prices.vtt | 22.6 KB | |
| Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/4. Multi-Level Models.mp4 | 47.5 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/4. Multi-Level Models.vtt | 9.7 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.mp4 | 98.6 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.vtt | 18.9 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/10. [Activity] Decision Trees Predicting Hiring Decisions.mp4 | 95.9 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/10. [Activity] Decision Trees Predicting Hiring Decisions.vtt | 20.3 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/11. Ensemble Learning.mp4 | 65.2 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/11. Ensemble Learning.vtt | 13.1 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/12. Support Vector Machines (SVM) Overview.mp4 | 44.7 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/12. Support Vector Machines (SVM) Overview.vtt | 9 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/13. [Activity] Using SVM to cluster people using scikit-learn.mp4 | 55 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/13. [Activity] Using SVM to cluster people using scikit-learn.vtt | 10.8 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/2. [Activity] Using TrainTest to Prevent Overfitting a Polynomial Regression.mp4 | 58.1 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/2. [Activity] Using TrainTest to Prevent Overfitting a Polynomial Regression.vtt | 11.9 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/3. Bayesian Methods Concepts.mp4 | 40.7 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/3. Bayesian Methods Concepts.vtt | 8 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/4. [Activity] Implementing a Spam Classifier with Naive Bayes.mp4 | 89.1 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/4. [Activity] Implementing a Spam Classifier with Naive Bayes.vtt | 15.8 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/5. K-Means Clustering.mp4 | 71.9 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/5. K-Means Clustering.vtt | 15.6 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/6. [Activity] Clustering people based on income and age.mp4 | 57.3 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/6. [Activity] Clustering people based on income and age.vtt | 10.5 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/7. Measuring Entropy.mp4 | 35 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/7. Measuring Entropy.vtt | 6.3 KB | |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/8. [Activity] Install GraphViz.html | 1.5 KB | Web Page File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/9. Decision Trees Concepts.mp4 | 86.5 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/9. Decision Trees Concepts.vtt | 19.1 KB | |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/1. User-Based Collaborative Filtering.mp4 | 86.4 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/1. User-Based Collaborative Filtering.vtt | 17.5 KB | |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/2. Item-Based Collaborative Filtering.mp4 | 75 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/2. Item-Based Collaborative Filtering.vtt | 18.1 KB | |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/3. [Activity] Finding Movie Similarities.mp4 | 107.8 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/3. [Activity] Finding Movie Similarities.vtt | 18.2 KB | |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/4. [Activity] Improving the Results of Movie Similarities.mp4 | 94.9 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/4. [Activity] Improving the Results of Movie Similarities.vtt | 15.2 KB | |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/5. [Activity] Making Movie Recommendations to People.mp4 | 132.6 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/5. [Activity] Making Movie Recommendations to People.vtt | 20.5 KB | |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/6. [Exercise] Improve the recommender's results.mp4 | 84.2 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/6. [Exercise] Improve the recommender's results.vtt | 12 KB | |
| Machine Learning, Data Science and Deep Learning with Python/6. More Data Mining and Machine Learning Techniques/1. K-Nearest-Neighbors Concepts.mp4 | 40.3 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/6. More Data Mining and Machine Learning Techniques/1. K-Nearest-Neighbors Concepts.vtt | 8.1 KB | |
| Machine Learning, Data Science and Deep Learning with Python/8. Apache Spark Machine Learning on Big Data/7. [Activity] Decision Trees in Spark.mp4 | 193.2 MB | Multimedia File |
| Machine Learning, Data Science and Deep Learning with Python/ReadMe.txt | 428 B | Text File |
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