├── Course_1-Introduction_to_TensorFlow_for_Artificial_Intelligence_Machine_Learning_and_Deep Learning ├── README.md ├── Week-1 │ ├── Excercise │ │ └── The_Hello_World_of_Deep_Learning_with_Neural_Networks.ipynb │ └── Quiz │ │ └── Week-1-Quiz.md ├── Week-2 │ ├── Excercise │ │ ├── Callback_Excercise.ipynb │ │ ├── Exercise2_Handwriting_Recognition.ipynb │ │ └── Fahsion_MNIST_with_tensorFlow.ipynb │ └── Quiz │ │ └── Week-2-Quiz.md ├── Week-3 │ ├── Excercise │ │ ├── CNN_Excercise_with_Keras.ipynb │ │ ├── Convolutions_Sidebar.ipynb │ │ └── Improve_MNIST_with_convolutions.ipynb │ └── Quiz │ │ └── Week-3-Quiz.md └── Week-4 │ ├── Excercise │ ├── Copy_of_Course_2_Part_2_Lesson_3_Notebook.ipynb │ ├── Course_1_Part_8_Lesson_4.ipynb │ ├── Exercise4_Answer.ipynb │ └── Horse_or_Human_NoValidation.ipynb │ ├── Lectures │ └── lecture_slides_lec6.pdf │ └── Quiz │ └── Week-4-Quiz.md ├── Course_2-Convolutional_Neural_Networks_in_TensorFlow ├── README.md ├── Week-1 │ ├── Assignment │ │ ├── Exercise_5_Answer.ipynb │ │ └── Exercise_5_Question_and_Answer.ipynb │ ├── Excercise │ │ └── Copy_of_Course_2_Part_4_Lesson_2_Notebook.ipynb │ └── Quiz │ │ └── Week-1-Quiz.md ├── Week-2 │ ├── Assignment │ │ ├── Exercise_6_Answer.ipynb │ │ └── Exercise_6_Question_and_Solution.ipynb │ ├── Excercise │ │ └── Cats_v_Dogs_Augmentation.ipynb │ └── Quiz │ │ └── Week-2-Quiz.md ├── Week-3 │ ├── Assignment │ │ ├── Exercise_7_Answer.ipynb │ │ └── Exercise_7_Question.ipynb │ ├── Excercise │ │ └── Transfer-Learning.ipynb │ └── Quiz │ │ └── Week-3-Quiz.md └── Week-4 │ ├── Assignment │ ├── Exercise_8_Answer.ipynb │ └── Exercise_8_Question.ipynb │ ├── Excercise │ └── rock_paper_scissors.ipynb │ └── Quiz │ └── Week-4-Quiz.md ├── Course_3-Natural_Language_Processing_in_TensorFlow ├── README.md ├── Week-1 │ └── Quiz │ │ └── Week-1-Quiz.md ├── Week-2 │ ├── Excercise │ │ ├── BBC_News_Archive │ │ │ └── Course_4_Week_2_Exercise_Question_Answer.ipynb │ │ ├── IMDB │ │ │ ├── Course_3_Week_2_Lesson_1.ipynb │ │ │ ├── meta.tsv │ │ │ └── vecs.tsv │ │ └── Lesson_3 │ │ │ └── Week_2_Lesson_3.ipynb │ └── Quiz │ │ └── Week-2-Quiz.md ├── Week-3 │ ├── Excercise │ │ ├── Exploring_Overfitting_in_NLP │ │ │ └── NLP_Course_Week_3_Exercise_Question_And_Answer.ipynb │ │ ├── IMDB_Reviews_with_GRU-(And_optional_LSTM_And_Conv1D) │ │ │ └── Course_3_Week_3_Lesson_2d.ipynb │ │ ├── Multi_Layer_LSTM │ │ │ └── Course_4_Week_3_Lesson_1b.ipynb │ │ ├── Multiple_Layer_GRU │ │ │ └── Course_4_Week_3_Lesson_1c.ipynb │ │ ├── Sarcasm_with_1D_Convolutional_Layer │ │ │ └── Course_3_Week_3_Lesson_2c.ipynb │ │ ├── Sarcasm_with_Bidirectional_LSTM │ │ │ └── Course_3_Week_3_Lesson_2.ipynb │ │ └── Single_Layer_LSTM │ │ │ └── Course_4_Week_3_Lesson_1a.ipynb │ └── Quiz │ │ └── Week-3-Quiz.md └── Week-4 │ ├── Excercise │ └── Exercise_Shakespeare │ │ └── NLP_Week_4_Exercise_Shakespeare_Question_And_Answer.ipynb │ └── Quiz │ └── Week-4-Quiz.md ├── Course_4-Sequences_Time_Series_and_Prediction ├── Week-1 │ ├── Assignment │ │ └── Week_1_Exercise_Question_and_Answer.ipynb │ ├── Excercise │ │ ├── Introduction_to_Time_Series.ipynb │ │ └── Week_1_Lesson_3_Notebook.ipynb │ └── Quiz │ │ └── Week-1-Quiz.md ├── Week-2 │ ├── Excercise │ │ ├── Week_2_Exercise_Question_and_Answer.ipynb │ │ ├── Week_2_Lesson_1.ipynb │ │ ├── Week_2_Lesson_2.ipynb │ │ └── Week_2_Lesson_3.ipynb │ └── Quiz │ │ └── Week-2-Quiz.md ├── Week-3 │ ├── Excercise │ │ ├── Week_3_Exercise_Question_and_Answer.ipynb │ │ ├── Week_3_Lesson_2_RNN.ipynb │ │ └── Week_3_Lesson_4_LSTM.ipynb │ └── Quiz │ │ └── Week-3-Quiz.md └── Week-4 │ ├── Exercise │ ├── Week_4_Exercise_Question.ipynb │ ├── Week_4_Lesson_1.ipynb │ └── Week_4_Lesson_5.ipynb │ └── Quiz │ └── Week-4-Quiz.md └── README.md /Course_1-Introduction_to_TensorFlow_for_Artificial_Intelligence_Machine_Learning_and_Deep Learning/README.md: -------------------------------------------------------------------------------- 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