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PRO TIP Block youtube.com at the DNS level — Pi-hole, NextDNS or your hosts file — but allow youtube-nocookie.com and i.ytimg.com. These tutorials keep playing; the rabbit hole does not.

Learning without distractions
  1. 1 6:51 Machine Learning Tutorial Python -1: What is Machine Learning? codebasics · 1.8M views
  2. 2 15:14 Machine Learning Tutorial Python – 2: Linear Regression Single Variable codebasics · 1.5M views
  3. 3 14:08 Machine Learning Tutorial Python – 3: Linear Regression Multiple Variables codebasics · 810.9K views
  4. 4 28:26 Machine Learning Tutorial Python – 4: Gradient Descent and Cost Function codebasics · 842.4K views
  5. 5 8:21 Machine Learning Tutorial Python – 5: Save Model Using Joblib And Pickle codebasics · 394.5K views
  6. 6 21:35 Machine Learning Tutorial Python – 6: Dummy Variables & One Hot Encoding codebasics · 504.5K views
  7. 7 6:34 Machine Learning Tutorial Python – 7: Training and Testing Data codebasics · 635.1K views
  8. 8 19:19 Machine Learning Tutorial Python – 8: Logistic Regression (Binary Classification) codebasics · 773.9K views
  9. 9 15:43 Machine Learning Tutorial Python – 8 Logistic Regression (Multiclass Classification) codebasics · 381.7K views
  10. 10 14:46 Machine Learning Tutorial Python – 9 Decision Tree codebasics · 661.3K views
  11. 11 23:22 Machine Learning Tutorial Python – 10 Support Vector Machine (SVM) codebasics · 542.1K views
  12. 12 12:48 Machine Learning Tutorial Python – 11 Random Forest codebasics · 461K views
  13. 13 25:20 Machine Learning Tutorial Python 12 – K Fold Cross Validation codebasics · 455.4K views
  14. 14 25:15 Machine Learning Tutorial Python – 13: K Means Clustering Algorithm codebasics · 820K views
  15. 15 13:38 Machine Learning Tutorial Python – 14: Naive Bayes Classifier Algorithm Part 1 codebasics · 303.4K views
  16. 16 11:28 Machine Learning Tutorial Python – 15: Naive Bayes Classifier Algorithm Part 2 codebasics · 168.2K views
  17. 17 16:30 Machine Learning Tutorial Python – 16: Hyper parameter Tuning (GridSearchCV) codebasics · 376.3K views
  18. 18 19:21 Machine Learning Tutorial Python – 17: L1 and L2 Regularization | Lasso, Ridge Regression codebasics · 393.2K views
  19. 19 15:42 Machine Learning Tutorial Python – 18: K nearest neighbors classification with python code codebasics · 276.5K views
  20. 20 24:09 Machine Learning Tutorial Python – 19: Principal Component Analysis (PCA) with Python Code codebasics · 279.2K views
  21. 21 10:50 Machine Learning Tutorial Python – 20: Bias vs Variance In Machine Learning codebasics · 122K views
  22. 22 23:37 Machine Learning Tutorial Python – 21: Ensemble Learning – Bagging codebasics · 137.9K views
  23. 23 2:12 Machine Learning & Data Science Project – 1 : Introduction (Real Estate Price Prediction Project) codebasics · 536.3K views
  24. 24 15:21 Machine Learning & Data Science Project – 2 : Data Cleaning (Real Estate Price Prediction Project) codebasics · 428.4K views
  25. 25 8:26 Machine Learning & Data Science Project – 3 : Feature Engineering (Real Estate Price Prediction) codebasics · 210.7K views
  26. 26 19:31 Machine Learning & Data Science Project – 4 : Outlier Removal (Real Estate Price Prediction Project) codebasics · 214.6K views
  27. 27 19:12 Machine Learning & Data Science Project – 5 : Model Building (Real Estate Price Prediction Project) codebasics · 211.4K views
  28. 28 21:13 Machine Learning & Data Science Project – 6 : Python Flask Server (Real Estate Price Prediction) codebasics · 215.9K views
  29. 29 13:21 Machine Learning & Data Science Project – 7 : Website or UI (Real Estate Price Prediction Project) codebasics · 149.7K views
  30. 30 28:39 Deploy machine learning model to production AWS (Amazon EC2 instance) codebasics · 146.6K views
  31. 31 4:42 Data Science & Machine Learning Project – Part 1 Introduction | Image Classification codebasics · 206.5K views
  32. 32 5:37 Data Science & Machine Learning Project – Part 2 Data Collection | Image Classification codebasics · 117K views
  33. 33 40:45 Data Science & Machine Learning Project – Part 3 Data Cleaning | Image Classification codebasics · 151.5K views
  34. 34 18:23 Data Science & Machine Learning Project – Part 4 Feature Engineering | Image Classification codebasics · 63.6K views
  35. 35 20:01 Data Science & Machine Learning Project – Part 5 Training a Model | Image Classification codebasics · 59.2K views
  36. 36 36:16 Data Science & Machine Learning Project – Part 6 Flask Server | Image Classification codebasics · 56.7K views
  37. 37 38:14 Data Science & Machine Learning Project – Part 7 Build Website | Image Classification codebasics · 58.4K views
  38. 38 5:17 Data Science & Machine Learning Project – Part 8 Deployment & Exercise | Image Classification codebasics · 49.1K views
  39. 39 5:12 What is feature engineering | Feature Engineering Tutorial Python # 1 codebasics · 199.9K views
  40. 40 17:18 Outlier detection and removal using percentile | Feature engineering tutorial python # 2 codebasics · 151.2K views
  41. 41 20:05 Outlier detection and removal: z score, standard deviation | Feature engineering tutorial python # 3 codebasics · 140.3K views
  42. 42 8:02 Outlier detection and removal using IQR | Feature engineering tutorial python # 4 codebasics · 125.1K views