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

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01_the_machine_learning_landscape.ipynb            19-Jul-2025 19:50              240657
02_end_to_end_machine_learning_project.ipynb       19-Jul-2025 19:50             1378124
03_classification.ipynb                            19-Jul-2025 19:50              872800
04_training_linear_models.ipynb                    19-Jul-2025 19:50              795349
05_support_vector_machines.ipynb                   19-Jul-2025 19:50              647614
06_decision_trees.ipynb                            19-Jul-2025 19:50              263423
07_ensemble_learning_and_random_forests.ipynb      19-Jul-2025 19:50              367251
08_dimensionality_reduction.ipynb                  19-Jul-2025 19:50             4167283
09_unsupervised_learning.ipynb                     19-Jul-2025 19:50             3858781
10_neural_nets_with_keras.ipynb                    19-Jul-2025 19:50              471079
11_training_deep_neural_networks.ipynb             19-Jul-2025 19:50              632759
12_custom_models_and_training_with_tensorflow.i..> 19-Jul-2025 19:50              217392
13_loading_and_preprocessing_data.ipynb            19-Jul-2025 19:50              830005
14_deep_computer_vision_with_cnns.ipynb            19-Jul-2025 19:50             3037013
15_processing_sequences_using_rnns_and_cnns.ipynb  19-Jul-2025 19:50             1299743
16_nlp_with_rnns_and_attention.ipynb               19-Jul-2025 19:50              270383
17_autoencoders_gans_and_diffusion_models.ipynb    19-Jul-2025 19:50             3538163
18_reinforcement_learning.ipynb                    19-Jul-2025 19:50              353506
19_training_and_deploying_at_scale.ipynb           19-Jul-2025 19:50              117661
extra_ann_architectures.ipynb                      19-Jul-2025 19:50               20837
extra_autodiff.ipynb                               19-Jul-2025 19:50               32994
extra_gradient_descent_comparison.ipynb            19-Jul-2025 19:50               49878
index.ipynb                                        19-Jul-2025 19:50                5580
math_differential_calculus.ipynb                   19-Jul-2025 19:50              607328
math_linear_algebra.ipynb                          19-Jul-2025 19:50              624120
tools_matplotlib.ipynb                             19-Jul-2025 19:50             1075567
tools_numpy.ipynb                                  19-Jul-2025 19:50              299242
tools_pandas.ipynb                                 19-Jul-2025 19:50              403093