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[ DevCourseWeb.com ] Udemy - Complete Machine Learning and Data Science with Python A-Z

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视频 2024-4-5 13:40 2024-12-30 10:59 400 2.5 GB 60
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文件列表
  1. ~Get Your Files Here !/1. First Contact with Machine Learning/1. What is Machine Learning.mp427.59MB
  2. ~Get Your Files Here !/1. First Contact with Machine Learning/2. Machine Learning Terminology.mp414.03MB
  3. ~Get Your Files Here !/10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.mp433.15MB
  4. ~Get Your Files Here !/10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.mp447.47MB
  5. ~Get Your Files Here !/11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.mp435.75MB
  6. ~Get Your Files Here !/11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.mp431.54MB
  7. ~Get Your Files Here !/11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.mp448.95MB
  8. ~Get Your Files Here !/11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.mp414.71MB
  9. ~Get Your Files Here !/11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.mp442.48MB
  10. ~Get Your Files Here !/11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.mp432.63MB
  11. ~Get Your Files Here !/12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.mp422.89MB
  12. ~Get Your Files Here !/12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.mp438.57MB
  13. ~Get Your Files Here !/12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.mp438.74MB
  14. ~Get Your Files Here !/13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.mp421.84MB
  15. ~Get Your Files Here !/13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.mp435.56MB
  16. ~Get Your Files Here !/13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.mp441.7MB
  17. ~Get Your Files Here !/13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.mp447.38MB
  18. ~Get Your Files Here !/13. Support Vector Machine Algorithm in Machine Learning A-Z/5. Support Vector Machine Algorithm with Python Part 4.mp437.56MB
  19. ~Get Your Files Here !/14. Unsupervised Learning with Machine Learning/1. Unsupervised Learning Overview.mp416.91MB
  20. ~Get Your Files Here !/15. K Means Clustering Algorithm in Machine Learning A-Z/1. K Means Clustering Algorithm Theory.mp417.13MB
  21. ~Get Your Files Here !/15. K Means Clustering Algorithm in Machine Learning A-Z/2. K Means Clustering Algorithm with Python Part 1.mp429.95MB
  22. ~Get Your Files Here !/15. K Means Clustering Algorithm in Machine Learning A-Z/3. K Means Clustering Algorithm with Python Part 2.mp429.64MB
  23. ~Get Your Files Here !/15. K Means Clustering Algorithm in Machine Learning A-Z/4. K Means Clustering Algorithm with Python Part 3.mp427.73MB
  24. ~Get Your Files Here !/15. K Means Clustering Algorithm in Machine Learning A-Z/5. K Means Clustering Algorithm with Python Part 4.mp429.04MB
  25. ~Get Your Files Here !/16. Hierarchical Clustering Algorithm in machine learning data science/1. Hierarchical Clustering Algorithm Theory.mp428.56MB
  26. ~Get Your Files Here !/16. Hierarchical Clustering Algorithm in machine learning data science/2. Hierarchical Clustering Algorithm with Python Part 1.mp435.49MB
  27. ~Get Your Files Here !/16. Hierarchical Clustering Algorithm in machine learning data science/3. Hierarchical Clustering Algorithm with Python Part 2.mp428.91MB
  28. ~Get Your Files Here !/17. Principal Component Analysis (PCA) in Machine Learning A-Z/1. Principal Component Analysis (PCA) Theory.mp437.96MB
  29. ~Get Your Files Here !/17. Principal Component Analysis (PCA) in Machine Learning A-Z/2. Principal Component Analysis (PCA) with Python Part 1.mp426.04MB
  30. ~Get Your Files Here !/17. Principal Component Analysis (PCA) in Machine Learning A-Z/3. Principal Component Analysis (PCA) with Python Part 2.mp48.42MB
  31. ~Get Your Files Here !/17. Principal Component Analysis (PCA) in Machine Learning A-Z/4. Principal Component Analysis (PCA) with Python Part 3.mp437.27MB
  32. ~Get Your Files Here !/18. Recommender System Algorithm in Machine Learning A-Z/1. What is the Recommender System Part 1.mp423.04MB
  33. ~Get Your Files Here !/18. Recommender System Algorithm in Machine Learning A-Z/2. What is the Recommender System Part 2.mp417.97MB
  34. ~Get Your Files Here !/2. Installations for Python/1. Installing Anaconda Distribution for Windows.mp4122.69MB
  35. ~Get Your Files Here !/2. Installations for Python/2. Installing Anaconda Distribution for MacOs.mp457.91MB
  36. ~Get Your Files Here !/2. Installations for Python/3. Installing Anaconda Distribution for Linux.mp4119.79MB
  37. ~Get Your Files Here !/2. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.mp425.61MB
  38. ~Get Your Files Here !/3. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.mp419.91MB
  39. ~Get Your Files Here !/3. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4100.27MB
  40. ~Get Your Files Here !/3. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.mp445.7MB
  41. ~Get Your Files Here !/3. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp492.26MB
  42. ~Get Your Files Here !/4. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.mp431.69MB
  43. ~Get Your Files Here !/5. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.mp434.07MB
  44. ~Get Your Files Here !/5. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.mp476.19MB
  45. ~Get Your Files Here !/5. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp4106.94MB
  46. ~Get Your Files Here !/5. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.mp470.29MB
  47. ~Get Your Files Here !/5. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.mp489.99MB
  48. ~Get Your Files Here !/6. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.mp455.04MB
  49. ~Get Your Files Here !/7. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.mp427.85MB
  50. ~Get Your Files Here !/7. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.mp472.23MB
  51. ~Get Your Files Here !/7. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.mp481.46MB
  52. ~Get Your Files Here !/7. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.mp434.78MB
  53. ~Get Your Files Here !/7. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.mp447.17MB
  54. ~Get Your Files Here !/7. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.mp439.35MB
  55. ~Get Your Files Here !/8. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.mp417.44MB
  56. ~Get Your Files Here !/8. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.mp434.68MB
  57. ~Get Your Files Here !/9. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.mp428.67MB
  58. ~Get Your Files Here !/9. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.mp435.04MB
  59. ~Get Your Files Here !/9. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.mp459.38MB
  60. ~Get Your Files Here !/9. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.mp431.38MB
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