텐서플로우 기반의 머신러닝(딥러닝) 수업을 녹화한 유튜브 링크를 공유합니다.
텐서프로우에 필요한 파이썬 수업을 포함하고 있고,
실제 수업을 아이폰으로 촬영한 결과물이고 36시간으로 구성되어 있습니다. (9일 하루 4시간)
2017년 2월에 촬영했습니다.

수업에서 작성한 소스코드
ml_2016_12.zip

머신러닝 교재
머신러닝_교재_2017_01_27_01.pdf
머신러닝_교재_2017_01_27_02.pdf
머신러닝_교재_2017_01_27_03.pdf

• 01. Day_01_01_install_final
• 02. Day_01_02_basic_if_final
• 03. Day_01_03_loop_final
• 04. Day_01_04_function_final
• 05. Day_02_01_list_final
• 06. Day_02_02_overview_final
• 07. Day_02_03_cost_final
• 08. Day_02_04_gradient_descent_final
• 09. Day_03_01_dictionary_final
• 10. Day_03_02_tensor_basic_final
• 11. Day_03_03_tensor_advanced_final
• 12. Day_03_04_LinearRegression_final
• 13. Day_04_01_slicing_numpy_final
• 14. Day_04_02_numpy_cars_final
• 15. Day_04_03_cars_MultiLinear_final
• 16. Day_04_04_MultiLinear_final
• 17. Day_05_01_cost_tensorflow_final
• 18. Day_05_02_MultiLinear_trees_final
• 19. Day_05_03_treesGraph_Logistic_final
• 20. Day_05_04_sigmoid_LogisticClassification_final
• 21. Day_06_01_comprehension_final
• 22. Day_06_02_iris_dataset_final
• 23. Day_06_03_LogisticClassification_iris_final
• 24. Day_06_04_softmax_overview_final
• 25. Day_07_01_SoftMax_tensor_final
• 26. Day_07_02_iris_dataset_final
• 27. Day_07_03_SoftMax_iris_final
• 28. Day_07_04_SoftMax_iris2_final
• 29. Day_08_01_DeepLearning_History_final
• 30. Day_08_02_stochastic_final
• 31. Day_08_03_stochastic_HintonSumarry_final
• 32. Day_08_04_mnist_final
• 33. Day_09_01_class_input_data_final
• 34. Day_09_02_cnn_save_restore_final
• 35. Day_09_03_mnist_cnn_kaggle_final
• 36. Day_09_04_rnn_final