Index of /code/10khrs-ai-ml-dl/learning/homl3/notebooks/
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01_the_machine_learning_landscape.ipynb 26-May-2025 05:57 240657
02_end_to_end_machine_learning_project.ipynb 26-May-2025 05:57 1378124
03_classification.ipynb 26-May-2025 05:57 872800
04_training_linear_models.ipynb 26-May-2025 05:57 795349
05_support_vector_machines.ipynb 26-May-2025 05:57 647614
06_decision_trees.ipynb 26-May-2025 05:57 263423
07_ensemble_learning_and_random_forests.ipynb 26-May-2025 05:57 367251
08_dimensionality_reduction.ipynb 26-May-2025 05:57 4167283
09_unsupervised_learning.ipynb 26-May-2025 05:57 3858781
10_neural_nets_with_keras.ipynb 26-May-2025 05:57 471079
11_training_deep_neural_networks.ipynb 26-May-2025 05:57 632759
12_custom_models_and_training_with_tensorflow.i..> 26-May-2025 05:57 217392
13_loading_and_preprocessing_data.ipynb 26-May-2025 05:57 830005
14_deep_computer_vision_with_cnns.ipynb 26-May-2025 05:57 3037013
15_processing_sequences_using_rnns_and_cnns.ipynb 26-May-2025 05:57 1299743
16_nlp_with_rnns_and_attention.ipynb 26-May-2025 05:57 270383
17_autoencoders_gans_and_diffusion_models.ipynb 26-May-2025 05:57 3538163
18_reinforcement_learning.ipynb 26-May-2025 05:57 353506
19_training_and_deploying_at_scale.ipynb 26-May-2025 05:57 117661
extra_ann_architectures.ipynb 26-May-2025 05:57 20837
extra_autodiff.ipynb 26-May-2025 05:57 32994
extra_gradient_descent_comparison.ipynb 26-May-2025 05:57 49878
index.ipynb 26-May-2025 05:57 5580
math_differential_calculus.ipynb 26-May-2025 05:57 607328
math_linear_algebra.ipynb 26-May-2025 05:57 624120
tools_matplotlib.ipynb 26-May-2025 05:57 1075567
tools_numpy.ipynb 26-May-2025 05:57 299242
tools_pandas.ipynb 26-May-2025 05:57 403093