Index of /code/10khrs-ai-ml-dl/learning/homl3/notebooks/

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01_the_machine_learning_landscape.ipynb            03-Sep-2025 13:42              240657
02_end_to_end_machine_learning_project.ipynb       03-Sep-2025 13:42             1378124
03_classification.ipynb                            03-Sep-2025 13:42              872800
04_training_linear_models.ipynb                    03-Sep-2025 13:42              795349
05_support_vector_machines.ipynb                   03-Sep-2025 13:42              647614
06_decision_trees.ipynb                            03-Sep-2025 13:42              263423
07_ensemble_learning_and_random_forests.ipynb      03-Sep-2025 13:42              367251
08_dimensionality_reduction.ipynb                  03-Sep-2025 13:42             4167283
09_unsupervised_learning.ipynb                     03-Sep-2025 13:42             3858781
10_neural_nets_with_keras.ipynb                    03-Sep-2025 13:42              471079
11_training_deep_neural_networks.ipynb             03-Sep-2025 13:42              632759
12_custom_models_and_training_with_tensorflow.i..> 03-Sep-2025 13:42              217392
13_loading_and_preprocessing_data.ipynb            03-Sep-2025 13:42              830005
14_deep_computer_vision_with_cnns.ipynb            03-Sep-2025 13:42             3037013
15_processing_sequences_using_rnns_and_cnns.ipynb  03-Sep-2025 13:42             1299743
16_nlp_with_rnns_and_attention.ipynb               03-Sep-2025 13:42              270383
17_autoencoders_gans_and_diffusion_models.ipynb    03-Sep-2025 13:42             3538163
18_reinforcement_learning.ipynb                    03-Sep-2025 13:42              353506
19_training_and_deploying_at_scale.ipynb           03-Sep-2025 13:42              117661
extra_ann_architectures.ipynb                      03-Sep-2025 13:42               20837
extra_autodiff.ipynb                               03-Sep-2025 13:42               32994
extra_gradient_descent_comparison.ipynb            03-Sep-2025 13:42               49878
index.ipynb                                        03-Sep-2025 13:42                5580
math_differential_calculus.ipynb                   03-Sep-2025 13:42              607328
math_linear_algebra.ipynb                          03-Sep-2025 13:42              624120
tools_matplotlib.ipynb                             03-Sep-2025 13:42             1075567
tools_numpy.ipynb                                  03-Sep-2025 13:42              299242
tools_pandas.ipynb                                 03-Sep-2025 13:42              403093