├── .gitignore ├── LICENSE ├── README.md ├── Week1 ├── C1_W1_Lab_1_introduction_to_numpy_arrays.ipynb ├── C1_W1_Lab_2_solving_linear_systems_2_variables.ipynb ├── PersonalNotes_Mathematics for ML C1W1_230128_193712484.pdf ├── images │ ├── 2x2x2.PNG │ ├── XtuAbxu3QWybgG8bt1Fsjw_c9f74854fefa4d3692c62a39e8b16ae1_snapshotmeteoorite (2).png │ ├── applesbananas.PNG │ ├── broadcasting.png │ ├── hstack.PNG │ ├── hubble.jpg │ ├── imagereshaped.PNG │ ├── visualization.png │ └── vstack.PNG └── quiz.py ├── Week2 ├── C1_W2_Assignment.ipynb ├── C1_W2_Lab_1_solving_linear_systems_3_variables.ipynb ├── PersonalNotes_Mathematics for ML C1W2_230129_161946085.pdf └── w2_unittest.py ├── Week3 ├── C1_W3_Assignment.ipynb ├── C1_W3_Lab_1_vector_operations.ipynb ├── C1_W3_Lab_2_matrix_multiplication.ipynb ├── C1_W3_Lab_3_linear_transformations.ipynb ├── PersonalNotes_Mathematics for ML C1W3_230211_181427909.pdf ├── data │ └── house_prices_train.csv ├── images │ ├── barnsley_fern.png │ ├── dot_product_geometric.png │ ├── leaf_original.png │ ├── nn_model_linear_regression_multiple.png │ ├── nn_model_linear_regression_simple.png │ ├── shear_transformation.png │ └── sum_of_vectors.png ├── w3_tools.py └── w3_unittest.py └── Week4 ├── C1_W4_Assignment.ipynb ├── PersonalNotes_Mathematics for ML C1W4_230216_211101642.pdf ├── images └── shear_transformation.png └── w4_unittest.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sagardevaraju/Linear-Algebra-for-Machine-Learning-and-Data-Science/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sagardevaraju/Linear-Algebra-for-Machine-Learning-and-Data-Science/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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