Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
1.36K subscribers
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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7.Overfitting and underfitting
429 viewsKulin Patel, 
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
PART 3. Regression
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#MODULE11 #SupervisedLearning
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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1.Introduction to regression
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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2.Importing data for supervised learning
443 viewsKulin Patel, 
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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3.The basics of linear regression
449 viewsKulin Patel, 
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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4.Fit & predict for regression
445 viewsKulin Patel, 
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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5.Train test split for regression
448 viewsKulin Patel, 
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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6.Cross-validation
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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7.5-fold cross-validation
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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8.K-Fold CV comparison
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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9.Regularized regression
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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10.Regularization I Lasso
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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11.Regularization II Ridge
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
PART 4. fine-tuning your model
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#MODULE11 #SupervisedLearning
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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1.How good is your model
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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2.Metrics for classification
480 viewsKulin Patel, 
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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3.Logistic regression and the ROC curve
490 viewsKulin Patel, 
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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4.Building a logistic regression model
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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5.Plotting an ROC curve
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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6.Area under the ROC curve
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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7.AUC computation
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