t81_558_class_01_1_overview.ipynb
t81_558_class_01_2_intro_python.ipynb
t81_558_class_01_3_python_collections.ipynb
t81_558_class_01_4_python_files.ipynb
t81_558_class_01_5_python_functional.ipynb
t81_558_class_02_1_python_pandas.ipynb
t81_558_class_02_2_pandas_cat.ipynb
t81_558_class_02_3_pandas_grouping.ipynb
t81_558_class_02_4_pandas_functional.ipynb
t81_558_class_02_5_pandas_features.ipynb
t81_558_class_03_1_neural_net.ipynb
t81_558_class_03_2_keras.ipynb
t81_558_class_03_3_save_load.ipynb
t81_558_class_03_4_early_stop.ipynb
t81_558_class_03_5_weights.ipynb
t81_558_class_04_1_feature_encode.ipynb
t81_558_class_04_2_multi_class.ipynb
t81_558_class_04_3_regression.ipynb
t81_558_class_04_4_backprop.ipynb
t81_558_class_04_5_rmse_logloss.ipynb
t81_558_class_05_1_reg_ridge_lasso.ipynb
t81_558_class_05_2_kfold.ipynb
t81_558_class_05_3_keras_l1_l2.ipynb
t81_558_class_05_4_dropout.ipynb
t81_558_class_05_5_bootstrap.ipynb
t81_558_class_06_1_python_images.ipynb
t81_558_class_06_2_cnn.ipynb
t81_558_class_06_3_resnet.ipynb
t81_558_class_06_4_keras_images.ipynb
t81_558_class_06_5_yolo.ipynb
t81_558_class_07_2_train_gan.ipynb
t81_558_class_07_3_latent_vector.ipynb
t81_558_class_07_4_deoldify.ipynb
t81_558_class_07_5_tabular_synthetic.ipynb
t81_558_class_08_1_kaggle_intro.ipynb
t81_558_class_08_2_keras_ensembles.ipynb
t81_558_class_08_3_keras_hyperparameters.ipynb
t81_558_class_08_4_bayesian_hyperparameter_opt.ipynb
t81_558_class_08_5_kaggle_project.ipynb
t81_558_class_09_1_keras_transfer.ipynb
t81_558_class_09_2_keras_xfer_cv.ipynb
t81_558_class_09_3_transfer_nlp.ipynb
t81_558_class_09_4_facial_points.ipynb
t81_558_class_09_5_style_transfer.ipynb
t81_558_class_10_1_timeseries.ipynb
t81_558_class_10_2_lstm.ipynb
t81_558_class_10_3_text_generation.ipynb
t81_558_class_10_4_intro_transformers.ipynb
t81_558_class_10_5_keras_transformers.ipynb
t81_558_class_11_01_huggingface.ipynb
t81_558_class_11_02_tokenizers.ipynb
t81_558_class_11_03_hf_datasets.ipynb
t81_558_class_11_04_hf_train.ipynb
t81_558_class_11_05_embedding.ipynb
t81_558_class_12_01_ai_gym.ipynb
t81_558_class_12_02_qlearningreinforcement.ipynb
t81_558_class_12_03_keras_reinforce.ipynb
t81_558_class_12_04_atari.ipynb
t81_558_class_12_05_apply_rl.ipynb
t81_558_class_13_01_flask.ipynb
t81_558_class_13_02_checkpoint.ipynb
t81_558_class_13_03_web.ipynb
t81_558_class_13_04_retrain.ipynb
t81_558_class_13_05_tpu.ipynb
t81_558_class_14_01_automl.ipynb
t81_558_class_14_02_auto_encode.ipynb
t81_558_class_14_03_anomaly.ipynb
t81_558_class_14_04_ids_kdd99.ipynb
t81_558_class_14_05_new_tech.ipynb
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