t81_558_class_01_1_overview.ipynb..........................| 2024-02-12 t81_558_class_01_2_intro_python.ipynb......................| 2024-02-12 t81_558_class_01_3_python_collections.ipynb................| 2024-02-13 t81_558_class_01_4_python_files.ipynb......................| 2024-02-20 t81_558_class_01_5_python_functional.ipynb.................| 2024-02-21 t81_558_class_02_1_python_pandas.ipynb.....................| 2024-02-22 t81_558_class_02_2_pandas_cat.ipynb........................| 2024-02-24 t81_558_class_02_3_pandas_grouping.ipynb...................| 2024-02-25 t81_558_class_02_4_pandas_functional.ipynb.................| 2024-02-25 t81_558_class_02_5_pandas_features.ipynb...................| 2024-02-26 t81_558_class_03_1_neural_net.ipynb........................| 2024-02-26 t81_558_class_03_2_keras.ipynb.............................| 2024-03-06 t81_558_class_03_3_save_load.ipynb.........................| 2024-03-06 t81_558_class_03_4_early_stop.ipynb........................| 2024-03-06 t81_558_class_03_5_weights.ipynb...........................| 2024-03-07 t81_558_class_04_1_feature_encode.ipynb....................| 2024-03-08 t81_558_class_04_2_multi_class.ipynb.......................| 2024-03-12 t81_558_class_04_3_regression.ipynb........................| 2024-03-13 t81_558_class_04_4_backprop.ipynb..........................| 2024-07-12 t81_558_class_04_5_rmse_logloss.ipynb......................| 2024-07-12 t81_558_class_05_1_reg_ridge_lasso.ipynb...................| 2024-09-19 t81_558_class_05_2_kfold.ipynb.............................| 2024-10-27 t81_558_class_05_3_keras_l1_l2.ipynb.......................| 2024-11-18 t81_558_class_05_4_dropout.ipynb...........................| 2024-11-19 t81_558_class_05_5_bootstrap.ipynb.........................| 2024-12-06 t81_558_class_06_1_python_images.ipynb.....................| 2024-12-08 t81_558_class_06_2_cnn.ipynb...............................| 2024-12-27 t81_558_class_06_3_resnet.ipynb............................| 2024-12-31 t81_558_class_06_4_keras_images.ipynb......................| 2025-01-13 t81_558_class_06_5_yolo.ipynb..............................| 2025-01-14 t81_558_class_07_1_gan_intro...............................| 2025-01-18 t81_558_class_07_2_train_gan.ipynb.........................| 2025-01-24 t81_558_class_07_3_latent_vector.ipynb.....................| 2025-01-24 t81_558_class_07_4_deoldify.ipynb..........................| 2025-01-25 t81_558_class_07_5_tabular_synthetic.ipynb.................| 2025-01-28 t81_558_class_08_1_kaggle_intro.ipynb......................| 2025-04-21 t81_558_class_08_2_keras_ensembles.ipynb...................| 2025-05-23 t81_558_class_08_3_keras_hyperparameters.ipynb.............| 2025-05-24 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.........................|