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

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01_the_machine_learning_landscape.ipynb            02-Nov-2025 07:25              240657
02_end_to_end_machine_learning_project.ipynb       02-Nov-2025 07:25             1378124
03_classification.ipynb                            02-Nov-2025 07:25              872800
04_training_linear_models.ipynb                    02-Nov-2025 07:25              795349
05_support_vector_machines.ipynb                   02-Nov-2025 07:25              647614
06_decision_trees.ipynb                            02-Nov-2025 07:25              263423
07_ensemble_learning_and_random_forests.ipynb      02-Nov-2025 07:25              367251
08_dimensionality_reduction.ipynb                  02-Nov-2025 07:25             4167283
09_unsupervised_learning.ipynb                     02-Nov-2025 07:25             3858781
10_neural_nets_with_keras.ipynb                    02-Nov-2025 07:25              471079
11_training_deep_neural_networks.ipynb             02-Nov-2025 07:25              632759
12_custom_models_and_training_with_tensorflow.i..> 02-Nov-2025 07:25              217392
13_loading_and_preprocessing_data.ipynb            02-Nov-2025 07:25              830005
14_deep_computer_vision_with_cnns.ipynb            02-Nov-2025 07:25             3037013
15_processing_sequences_using_rnns_and_cnns.ipynb  02-Nov-2025 07:25             1299743
16_nlp_with_rnns_and_attention.ipynb               02-Nov-2025 07:25              270383
17_autoencoders_gans_and_diffusion_models.ipynb    02-Nov-2025 07:25             3538163
18_reinforcement_learning.ipynb                    02-Nov-2025 07:25              353506
19_training_and_deploying_at_scale.ipynb           02-Nov-2025 07:25              117661
extra_ann_architectures.ipynb                      02-Nov-2025 07:25               20837
extra_autodiff.ipynb                               02-Nov-2025 07:25               32994
extra_gradient_descent_comparison.ipynb            02-Nov-2025 07:25               49878
index.ipynb                                        02-Nov-2025 07:25                5580
math_differential_calculus.ipynb                   02-Nov-2025 07:25              607328
math_linear_algebra.ipynb                          02-Nov-2025 07:25              624120
tools_matplotlib.ipynb                             02-Nov-2025 07:25             1075567
tools_numpy.ipynb                                  02-Nov-2025 07:25              299242
tools_pandas.ipynb                                 02-Nov-2025 07:25              403093