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[ ] Udemy - Fast-Track Machine Learning in Python and ChatGPT

  • 收录时间:2023-12-07 06:09:33
  • 文件大小:2GB
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文件列表

  1. ~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/2. Logistic Regression ML model.mp4 139MB
  2. ~Get Your Files Here !/8. Hands-on Machine Learning Application Part 3 Clustering/1. KMeans Clustering ML model.mp4 128MB
  3. ~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/5. K Nearest Neighbours classification ML model.mp4 120MB
  4. ~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/2. Linear regression ML model.mp4 116MB
  5. ~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/1. Feature engineering Generating new data.mp4 104MB
  6. ~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/5. Data standardizing and normalizing with StandardScaler.mp4 85MB
  7. ~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/6. LightGBM classification ML model.mp4 82MB
  8. ~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/2. Handling missing values with Scikit-learn.mp4 81MB
  9. ~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/3. Decision Tree classification ML model.mp4 77MB
  10. ~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/2. Filter data based on conditions.mp4 72MB
  11. ~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/4. Random Forest classification ML model.mp4 69MB
  12. ~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/3. Identify and deal with inconsistent data.mp4 62MB
  13. ~Get Your Files Here !/9. Tips, Tricks and Resources/1. ChatGPT Your best code companion.mp4 60MB
  14. ~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/3. Decision Tree regression ML model.mp4 57MB
  15. ~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/4. Random Forest regression ML model.mp4 57MB
  16. ~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/6. XGBoost regression ML model.mp4 48MB
  17. ~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/4. Creating dummy variables for nominal data.mp4 47MB
  18. ~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/5. Support Vector regression ML model.mp4 43MB
  19. ~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/4. Dealing with miss-identified data types.mp4 40MB
  20. ~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/1. Load your dataset into Python environment.mp4 39MB
  21. ~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/6. Splitting data into training and testing set.mp4 39MB
  22. ~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/3. Feature encoding Assigning numeric values.mp4 33MB
  23. ~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/2. Extracting day, months, year from date variable.mp4 32MB
  24. ~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/4. Concatenating or adding of supplementary data.mp4 31MB
  25. ~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/3. Merging or adding of supplementary variables.mp4 31MB
  26. ~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/1. Sorting and arranging dataset.mp4 31MB
  27. ~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/5. Address and remove duplicated data.mp4 28MB
  28. ~Get Your Files Here !/2. What is Machine Learning/1. Machine Learning and Its Characteristics.mp4 11MB
  29. ~Get Your Files Here !/2. What is Machine Learning/2. Complete Machine Learning Work-flow.mp4 9MB
  30. ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/1.1 Mac.pdf 2MB
  31. ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/1.2 Windows.pdf 930KB
  32. ~Get Your Files Here !/8. Hands-on Machine Learning Application Part 3 Clustering/3.1 Fast-Track ML in Python & ChatGPT (Solution).ipynb 750KB
  33. ~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/8.1 ML model application Part 2 (Solution).ipynb 696KB
  34. ~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/8.1 ML model application Part 1 (Solution).ipynb 516KB
  35. ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/2.1 Instructions of setting up ChatGPT.pdf 409KB
  36. ~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/8.1 Data Preprocessing (Solution).ipynb 138KB
  37. ~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/6.1 Data Manipulation (Solution).ipynb 85KB
  38. ~Get Your Files Here !/9. Tips, Tricks and Resources/2.1 Complete ML workflow.pptx 48KB
  39. ~Get Your Files Here !/9. Tips, Tricks and Resources/2.2 ML.pptx 40KB
  40. ~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/7.1 Data Cleaning (Solution).ipynb 35KB
  41. ~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/1. Read It IMPORTANT.html 690B
  42. ~Get Your Files Here !/Bonus Resources.txt 386B
  43. ~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/1. Read It IMPORTANT.html 334B
  44. ~Get Your Files Here !/2. What is Machine Learning/3. Practice datasets.html 303B
  45. ~Get Your Files Here !/2. What is Machine Learning/4. Instructions for Quizzes IMPORTANT.html 295B
  46. ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/1. Install Python and Jupyter Notebook.html 214B
  47. ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/2. Setting Up ChatGPT for Easy Machine Learning.html 190B
  48. Get Bonus Downloads Here.url 182B
  49. ~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/6. QUIZ 1 Data Cleaning.html 156B
  50. ~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/5. QUIZ 2 Data Manipulation.html 156B
  51. ~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/7. QUIZ 3 Data Preprocessing.html 156B
  52. ~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/7. QUIZ 4 ML Model Application Part 1.html 156B
  53. ~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/7. QUIZ 5 ML Model Application Part 2.html 156B
  54. ~Get Your Files Here !/8. Hands-on Machine Learning Application Part 3 Clustering/2. Final QUIZ ML Model Application Part 3.html 156B
  55. ~Get Your Files Here !/3. Master Data Cleaning for Error-free ML Model/7. Solution 1 Data Cleaning.html 71B
  56. ~Get Your Files Here !/4. Master Data Manipulation for Strong ML Model/6. Solution 2 Data Manipulation.html 71B
  57. ~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/8. Solution 3 Data Preprocessing.html 71B
  58. ~Get Your Files Here !/6. Hands-on Machine Learning Application Part 1 Regression/8. Solution 4 ML Model Application Part 1.html 71B
  59. ~Get Your Files Here !/7. Hands-on Machine Learning Application Part 2 Classification/8. Solution 5 ML Model Application Part 2.html 71B
  60. ~Get Your Files Here !/8. Hands-on Machine Learning Application Part 3 Clustering/3. Final Solution Fast-Track ML in Python & ChatGPT.html 47B
  61. ~Get Your Files Here !/9. Tips, Tricks and Resources/2. Course resources.html 44B