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种子名称： Machine Learning with Python from Scratch
文件类型： 视频
文件数目： 63个文件
文件大小： 5.52 GB
收录时间： 2022-7-23 00:05
已经下载： 3次
资源热度： 98
最近下载： 2024-6-6 07:45

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Machine Learning with Python from Scratch.torrent

Machine Learning with Python from Scratch/3. Machine Learning/20. L20-Linear Regression.mp4171.97MB

Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.mp4110.13MB

Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.mp484.93MB

Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.mp455.75MB

Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.mp491.4MB

Machine Learning with Python from Scratch/2. Data Analysis/3. L3-Numpy Indexing, Slicing and Iterating.mp457.83MB

Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.mp459.55MB

Machine Learning with Python from Scratch/2. Data Analysis/5. L5-Numpy Linear Algebra.mp462.83MB

Machine Learning with Python from Scratch/2. Data Analysis/6. L6-Pandas Data structures and properties.mp4102.41MB

Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.mp494.85MB

Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.mp491.62MB

Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.mp478.72MB

Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.mp4129.69MB

Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.mp447.55MB

Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.mp4114.25MB

Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.mp474.39MB

Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.mp456.24MB

Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.mp495.39MB

Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.mp471.83MB

Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.mp482.69MB

Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.mp492.99MB

Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.mp4101.75MB

Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.mp456.81MB

Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.mp4107.29MB

Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.mp497.52MB

Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.mp446.81MB

Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.mp467.22MB

Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.mp473.8MB

Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.mp447MB

Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.mp4163.61MB

Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.mp4115.95MB

Machine Learning with Python from Scratch/3. Machine Learning/7. L7-Naive Bayes Classifier.mp473.65MB

Machine Learning with Python from Scratch/3. Machine Learning/8. L8-Suppor Vector Machines for Classification.mp478.89MB

Machine Learning with Python from Scratch/3. Machine Learning/9. L9-Decision Trees.mp4121.36MB

Machine Learning with Python from Scratch/3. Machine Learning/10. L10-Random Forest.mp490.14MB

Machine Learning with Python from Scratch/3. Machine Learning/11. L11-KNN.mp4124.05MB

Machine Learning with Python from Scratch/3. Machine Learning/12. L12-GridSearchCV.mp481.07MB

Machine Learning with Python from Scratch/3. Machine Learning/13. L13-K-Means.mp4103.62MB

Machine Learning with Python from Scratch/3. Machine Learning/14. L14-Principal Component Analysis(PCA).mp4126.65MB

Machine Learning with Python from Scratch/3. Machine Learning/15. L15-Linear Discriminant Analysis(LDA).mp475.6MB

Machine Learning with Python from Scratch/3. Machine Learning/16. L16-Kernel Principal Component Analysis(KPCA).mp493.31MB

Machine Learning with Python from Scratch/3. Machine Learning/17. L17-Ensemble Methods(Bagging).mp4111.14MB

Machine Learning with Python from Scratch/3. Machine Learning/18. L18-AdaBoost.mp497.46MB

Machine Learning with Python from Scratch/3. Machine Learning/19. L19-Regression Model and Metrics.mp456.33MB

Machine Learning with Python from Scratch/3. Machine Learning/21. L21-Regularization with Lasso, Ridge and ElasticNet.mp4111.6MB

Machine Learning with Python from Scratch/3. Machine Learning/22. L22-Polynomial Regression.mp4104.31MB

Machine Learning with Python from Scratch/3. Machine Learning/23. L23-SVM, KNN and Random Forest for Regression.mp459.17MB

Machine Learning with Python from Scratch/3. Machine Learning/24. L24-RANSAC Regression.mp4127.38MB

Machine Learning with Python from Scratch/4. Neural Networks/1. L1-Neural Networks Concepts-Part 1.mp4113.4MB

Machine Learning with Python from Scratch/4. Neural Networks/2. L2-Neural Networks Concepts-Part 2.mp471.26MB

Machine Learning with Python from Scratch/4. Neural Networks/3. L3-Loss Functions.mp498.19MB

Machine Learning with Python from Scratch/4. Neural Networks/4. L4-Activation Functions.mp459.64MB

Machine Learning with Python from Scratch/4. Neural Networks/5. L5-Optimization of ANNs.mp476.86MB

Machine Learning with Python from Scratch/4. Neural Networks/6. L6-Constructing an ANN with Python-part1.mp486.42MB

Machine Learning with Python from Scratch/4. Neural Networks/7. L7-Constructing an ANN with Python-part2.mp4102.65MB

Machine Learning with Python from Scratch/4. Neural Networks/8. L8-Constructing an ANN with Python-part3.mp4107.65MB

Machine Learning with Python from Scratch/4. Neural Networks/9. L9-Perceptron with Scikit Learn.mp482.68MB

Machine Learning with Python from Scratch/4. Neural Networks/10. L10-Multilayer Perceptron with Scikit Learn.mp486.01MB

Machine Learning with Python from Scratch/5. Applications/1. L1-Datasets.mp458.16MB

Machine Learning with Python from Scratch/5. Applications/2. L2-ANN for Regression Part 1.mp4104.07MB

Machine Learning with Python from Scratch/5. Applications/3. L3-ANN for Regression Part 2.mp480.77MB

Machine Learning with Python from Scratch/5. Applications/4. L4-Recognizing Handwritten Digits.mp4163.89MB

Machine Learning with Python from Scratch/6. Bonus Material/1. Bonus - Please Watch!.mp415.39MB