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Machine Learning with Python from Scratch
magnet:?xt=urn:btih:40e161116f7c018f566f3748a7f8521f7cb323e4&dn=Machine Learning with Python from Scratch
磁力链接详情
Hash值:
40e161116f7c018f566f3748a7f8521f7cb323e4
点击数:
104
文件大小:
5.52 GB
文件数量:
63
创建日期:
2022-7-23 00:05
最后访问:
2024-7-9 11:07
访问标签:
Machine
Learning
with
Python
from
Scratch
文件列表详情
Machine Learning with Python from Scratch/3. Machine Learning/20. L20-Linear Regression.mp4 171.97 MB
Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.mp4 110.13 MB
Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.mp4 84.93 MB
Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.mp4 55.75 MB
Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.mp4 91.4 MB
Machine Learning with Python from Scratch/2. Data Analysis/3. L3-Numpy Indexing, Slicing and Iterating.mp4 57.83 MB
Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.mp4 59.55 MB
Machine Learning with Python from Scratch/2. Data Analysis/5. L5-Numpy Linear Algebra.mp4 62.83 MB
Machine Learning with Python from Scratch/2. Data Analysis/6. L6-Pandas Data structures and properties.mp4 102.41 MB
Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.mp4 94.85 MB
Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.mp4 91.62 MB
Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.mp4 78.72 MB
Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.mp4 129.69 MB
Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.mp4 47.55 MB
Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.mp4 114.25 MB
Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.mp4 74.39 MB
Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.mp4 56.24 MB
Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.mp4 95.39 MB
Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.mp4 71.83 MB
Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.mp4 82.69 MB
Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.mp4 92.99 MB
Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.mp4 101.75 MB
Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.mp4 56.81 MB
Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.mp4 107.29 MB
Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.mp4 97.52 MB
Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.mp4 46.81 MB
Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.mp4 67.22 MB
Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.mp4 73.8 MB
Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.mp4 47 MB
Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.mp4 163.61 MB
Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.mp4 115.95 MB
Machine Learning with Python from Scratch/3. Machine Learning/7. L7-Naive Bayes Classifier.mp4 73.65 MB
Machine Learning with Python from Scratch/3. Machine Learning/8. L8-Suppor Vector Machines for Classification.mp4 78.89 MB
Machine Learning with Python from Scratch/3. Machine Learning/9. L9-Decision Trees.mp4 121.36 MB
Machine Learning with Python from Scratch/3. Machine Learning/10. L10-Random Forest.mp4 90.14 MB
Machine Learning with Python from Scratch/3. Machine Learning/11. L11-KNN.mp4 124.05 MB
Machine Learning with Python from Scratch/3. Machine Learning/12. L12-GridSearchCV.mp4 81.07 MB
Machine Learning with Python from Scratch/3. Machine Learning/13. L13-K-Means.mp4 103.62 MB
Machine Learning with Python from Scratch/3. Machine Learning/14. L14-Principal Component Analysis(PCA).mp4 126.65 MB
Machine Learning with Python from Scratch/3. Machine Learning/15. L15-Linear Discriminant Analysis(LDA).mp4 75.6 MB
Machine Learning with Python from Scratch/3. Machine Learning/16. L16-Kernel Principal Component Analysis(KPCA).mp4 93.31 MB
Machine Learning with Python from Scratch/3. Machine Learning/17. L17-Ensemble Methods(Bagging).mp4 111.14 MB
Machine Learning with Python from Scratch/3. Machine Learning/18. L18-AdaBoost.mp4 97.46 MB
Machine Learning with Python from Scratch/3. Machine Learning/19. L19-Regression Model and Metrics.mp4 56.33 MB
Machine Learning with Python from Scratch/3. Machine Learning/21. L21-Regularization with Lasso, Ridge and ElasticNet.mp4 111.6 MB
Machine Learning with Python from Scratch/3. Machine Learning/22. L22-Polynomial Regression.mp4 104.31 MB
Machine Learning with Python from Scratch/3. Machine Learning/23. L23-SVM, KNN and Random Forest for Regression.mp4 59.17 MB
Machine Learning with Python from Scratch/3. Machine Learning/24. L24-RANSAC Regression.mp4 127.38 MB
Machine Learning with Python from Scratch/4. Neural Networks/1. L1-Neural Networks Concepts-Part 1.mp4 113.4 MB
Machine Learning with Python from Scratch/4. Neural Networks/2. L2-Neural Networks Concepts-Part 2.mp4 71.26 MB
Machine Learning with Python from Scratch/4. Neural Networks/3. L3-Loss Functions.mp4 98.19 MB
Machine Learning with Python from Scratch/4. Neural Networks/4. L4-Activation Functions.mp4 59.64 MB
Machine Learning with Python from Scratch/4. Neural Networks/5. L5-Optimization of ANNs.mp4 76.86 MB
Machine Learning with Python from Scratch/4. Neural Networks/6. L6-Constructing an ANN with Python-part1.mp4 86.42 MB
Machine Learning with Python from Scratch/4. Neural Networks/7. L7-Constructing an ANN with Python-part2.mp4 102.65 MB
Machine Learning with Python from Scratch/4. Neural Networks/8. L8-Constructing an ANN with Python-part3.mp4 107.65 MB
Machine Learning with Python from Scratch/4. Neural Networks/9. L9-Perceptron with Scikit Learn.mp4 82.68 MB
Machine Learning with Python from Scratch/4. Neural Networks/10. L10-Multilayer Perceptron with Scikit Learn.mp4 86.01 MB
Machine Learning with Python from Scratch/5. Applications/1. L1-Datasets.mp4 58.16 MB
Machine Learning with Python from Scratch/5. Applications/2. L2-ANN for Regression Part 1.mp4 104.07 MB
Machine Learning with Python from Scratch/5. Applications/3. L3-ANN for Regression Part 2.mp4 80.77 MB
Machine Learning with Python from Scratch/5. Applications/4. L4-Recognizing Handwritten Digits.mp4 163.89 MB
Machine Learning with Python from Scratch/6. Bonus Material/1. Bonus - Please Watch!.mp4 15.39 MB
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