01_the_machine_learning_landscape.ipynb
01_the_machine_learning_landscape.qmd
02_end_to_end_machine_learning_project.ipynb
02_end_to_end_machine_learning_project.qmd
04_training_linear_models.ipynb
04_training_linear_models.qmd
05_support_vector_machines.ipynb
05_support_vector_machines.qmd
07_ensemble_learning_and_random_forests.ipynb
07_ensemble_learning_and_random_forests.qmd
08_dimensionality_reduction.ipynb
08_dimensionality_reduction.qmd
09_unsupervised_learning.ipynb
09_unsupervised_learning.qmd
10_neural_nets_with_keras.ipynb
10_neural_nets_with_keras.qmd
11_training_deep_neural_networks.ipynb
11_training_deep_neural_networks.qmd
12_custom_models_and_training_with_tensorflow.ipynb
12_custom_models_and_training_with_tensorflow.qmd
13_loading_and_preprocessing_data.ipynb
13_loading_and_preprocessing_data.qmd
14_deep_computer_vision_with_cnns.ipynb
14_deep_computer_vision_with_cnns.qmd
15_processing_sequences_using_rnns_and_cnns.ipynb
15_processing_sequences_using_rnns_and_cnns.qmd
16_nlp_with_rnns_and_attention.ipynb
16_nlp_with_rnns_and_attention.qmd
17_autoencoders_gans_and_diffusion_models.ipynb
17_autoencoders_gans_and_diffusion_models.qmd
18_reinforcement_learning.ipynb
18_reinforcement_learning.qmd
19_training_and_deploying_at_scale.ipynb
19_training_and_deploying_at_scale.qmd
math_differential_calculus.ipynb
math_differential_calculus.qmd
math_linear_algebra.ipynb
You can’t perform that action at this time.