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lines changed Original file line number Diff line number Diff line change @@ -12,15 +12,17 @@ Topics I : (Inside Learn ML Folder)
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- Stochastic vs Mini-Batch Gradient Descent
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- Closed Normal Form of LR
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- Locally weighted Regression
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- - Assignment 1 -> Hardwork Pays OFF(Coding Blocks Prateek Bhaiya )
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+ - Assignment 1 -> Hardwork Pays OFF(Coding Blocks)
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- Assignment 2 -> Air Quality Prediction(Kaggle)
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- Classification
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- Logistic Regression(Theory + Code)
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- Naive Bayes (Theory + Code)
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- - Assignment 3 - Chemicals (Coding Blocks Prateek Bhaiya)
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+ - Assignment 3 - Chemicals (Coding Blocks)
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+ - Types of Naive Bayes(Multinomial,Multivariate-Bernoulli ,Gaussian NB)
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+ - Multinomial Naive Bayes for Text Classification
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+ - Applying Multinomial NB on MNIST data Sklearn
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+ - Assignment 4 - IMDB Movie Rating Prediction based on review(Coding Blocks)
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- Both Regression and Classification
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- KNN Classifier
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