├── LICENSE ├── ML_interview_questions_and_answers.pdf ├── README.md ├── bibliography_custom.bib ├── bibliography_strings.bib ├── img ├── activation-functions.png ├── alpha-beta-sol.png ├── alpha-beta.png ├── background_2.jpg ├── bias-var-complexity.png ├── bias-var-overfit-underfit.png ├── bo.png ├── cooccurance.jpg ├── directed-graph.png ├── elbow.png ├── feature-visualization.png ├── k-means-example.png ├── k-means-possible-sol.png ├── ks.png ├── learning-rate-epochs.jpeg ├── minimax-sol.png ├── minimax.png ├── mode-collapse.png ├── overfitting-vs-underfitting.png ├── sample_size.png ├── sol-svm-example-1.png ├── sol-svm-example-2.png ├── svm-example-1.png ├── svm-example-2.png ├── svm-example-3.png ├── sync-bn.png ├── train-val-test-curves.png ├── turing_2.jpg └── word2vec.png ├── main.tex └── preamble.tex /LICENSE: -------------------------------------------------------------------------------- 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