├── .DS_Store ├── .gitattributes ├── .gitignore ├── AI_Class ├── .DS_Store ├── 001 │ └── README.md ├── 002 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ └── Simple_linear_regression-checkpoint.ipynb │ ├── Simple_linear_regression.ipynb │ ├── auto-mpg.csv │ └── linear_regression.pdf ├── 003 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ └── Polynomial_regression-checkpoint.ipynb │ └── Polynomial_regression.ipynb ├── 004 │ ├── .ipynb_checkpoints │ │ └── multivariate_regression-checkpoint.ipynb │ └── multivariate_regression.ipynb ├── 005 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ └── knn_classification-checkpoint.ipynb │ └── knn_classification.ipynb ├── 006 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ └── svm_classification-checkpoint.ipynb │ └── svm_classification.ipynb ├── 007 │ ├── .ipynb_checkpoints │ │ └── decision_tree-checkpoint.ipynb │ └── decision_tree.ipynb ├── 008 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ └── random_forest-checkpoint.ipynb │ └── random_forest.ipynb ├── 009 │ ├── .ipynb_checkpoints │ │ └── k_Means-checkpoint.ipynb │ └── k_Means.ipynb ├── 010 │ ├── .ipynb_checkpoints │ │ ├── DBSCAN-checkpoint.ipynb │ │ └── example-checkpoint.ipynb │ ├── DBSCAN.ipynb │ └── example.ipynb ├── 011 │ └── README.md ├── 012 │ └── README.md ├── 013 │ └── README.md ├── 014 │ └── README.md ├── 015 │ └── README.md ├── 016 │ └── README.md ├── 017 │ └── README.md ├── 018 │ └── README.md ├── 019 │ ├── Adam.pdf │ └── README.md ├── 020 │ └── README.md ├── 021 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ └── Dnn-checkpoint.ipynb │ └── Dnn.ipynb ├── 022 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── Dnn-checkpoint.ipynb │ │ └── Dnn2-checkpoint.ipynb │ ├── Dnn.ipynb │ ├── Dnn2.ipynb │ └── creditcard.csv ├── 023 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── Dnn-avocado-checkpoint.ipynb │ │ └── Dnn-checkpoint.ipynb │ ├── Dnn-avocado.ipynb │ ├── README.md │ └── avocado.csv ├── 024 │ ├── .DS_Store │ └── README.md ├── 025 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ └── CNN-checkpoint.ipynb │ ├── CNN.ipynb │ └── README.md ├── 026 │ ├── .ipynb_checkpoints │ │ └── CNN-checkpoint.ipynb │ └── CNN.ipynb └── 027 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ └── CNN2-checkpoint.ipynb │ ├── CNN2.ipynb │ └── cat-dog │ ├── .DS_Store │ ├── test_set │ ├── .DS_Store │ ├── cats │ │ └── _DS_Store │ └── dogs │ │ └── _DS_Store │ └── training_set │ ├── .DS_Store │ ├── cats │ └── _DS_Store │ └── dogs │ └── _DS_Store ├── IMG ├── .DS_Store ├── 001-1.png ├── 001-2.png ├── 001-3.png ├── 001-4.png ├── 005-1.png ├── 006-1.png ├── 006-10.png ├── 006-11.png ├── 006-2.png ├── 006-3.png ├── 006-4.png ├── 006-5.png ├── 006-6.png ├── 006-7.png ├── 006-8.png ├── 006-9.png ├── 007-1.png ├── 007-2.png ├── 007-3.png ├── 007-4.png ├── 008-1.png ├── 008-2.png ├── 009-1.png ├── 010-1.png ├── 019-1.jpeg ├── 019-10.png ├── 019-2.png ├── 019-3.png ├── 019-4.png ├── 019-5.png ├── 019-6.png ├── 019-7.png ├── 019-8.png ├── 019-9.png ├── 025-1.png ├── 025-10.png ├── 025-11.png ├── 025-12.png ├── 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