├── 1. Introduction to TensorFlow ├── Course 1 - Part 2 - Lesson 2 - Notebook.ipynb ├── Course 1 - Part 4 - Lesson 2 - Notebook.ipynb ├── Course 1 - Part 4 - Lesson 4 - Notebook.ipynb ├── Course 1 - Part 6 - Lesson 2 - Notebook.ipynb ├── Course 1 - Part 6 - Lesson 3 - Notebook.ipynb ├── Course 1 - Part 8 - Lesson 2 - Notebook.ipynb ├── Course 1 - Part 8 - Lesson 3 - Notebook.ipynb ├── Course 1 - Part 8 - Lesson 4 - Notebook.ipynb ├── Exercises │ ├── Exercise 1 - House Prices │ │ ├── Exercise_1_House_Prices_Answer.ipynb │ │ └── Exercise_1_House_Prices_Question.ipynb │ ├── Exercise 2 - Handwriting Recognition │ │ ├── Exercise2-Answer.ipynb │ │ └── Exercise2-Question.ipynb │ ├── Exercise 3 - Convolutions │ │ ├── Excercise-3-Question.ipynb │ │ └── Exercise 3 - Answer.ipynb │ ├── Exercise 4 - Handling Complex Images │ │ ├── Exercise4-Answer.ipynb │ │ └── Exercise4-Question.ipynb │ └── tmp2 │ │ ├── happy-or-sad.zip │ │ └── mnist.npz ├── Hello_World_Layers.ipynb └── horse_test_image.jpg ├── 2. Convolutional Neural Networks in TensorFlow ├── Course 2 - Part 2 - Lesson 2 - Notebook.ipynb ├── Course 2 - Part 4 - Lesson 2 - Notebook (Cats v Dogs Augmentation).ipynb ├── Course 2 - Part 4 - Lesson 4 - Notebook.ipynb ├── Course 2 - Part 6 - Lesson 3 - Notebook.ipynb ├── Course 2 - Part 8 - Lesson 2 - Notebook (RockPaperScissors).ipynb ├── Exercises │ ├── Exercise 5 - Real World Scenarios │ │ ├── Exercise 5 - Answer.ipynb │ │ ├── Exercise 5 - Question.ipynb │ │ └── Exercise_1_Cats_vs_Dogs_Question-FINAL.ipynb │ ├── Exercise 6 - Cats v Dogs with Augmentation │ │ ├── Exercise 6 - Answer.ipynb │ │ ├── Exercise 6 - Question.ipynb │ │ └── Exercise_2_Cats_vs_Dogs_using_augmentation_Question-FINAL.ipynb │ ├── Exercise 7 - Transfer Learning │ │ ├── Exercise 7 - Answer.ipynb │ │ ├── Exercise 7 - Question.ipynb │ │ └── Exercise_3_Horses_vs_humans_using_Transfer_Learning_Question-FINAL.ipynb │ ├── Exercise 8 - Multiclass with Signs │ │ ├── Exercise 8 - Answer.ipynb │ │ ├── Exercise 8 - Question.ipynb │ │ └── Exercise_4_Multi_class_classifier_Question-FINAL.ipynb │ └── tmp2 │ │ ├── sign_mnist_test.csv │ │ └── validation-horse-or-human.zip ├── rps-validation │ ├── paper-hires1.png │ ├── paper-hires2.png │ ├── paper1.png │ ├── paper2.png │ ├── paper3.png │ ├── paper4.png │ ├── paper5.png │ ├── paper6.png │ ├── paper7.png │ ├── paper8.png │ ├── paper9.png │ ├── rock-hires1.png │ ├── rock-hires2.png │ ├── rock1.png │ ├── rock2.png │ ├── rock3.png │ ├── rock4.png │ ├── rock5.png │ ├── rock6.png │ ├── rock7.png │ ├── rock8.png │ ├── rock9.png │ ├── scissors-hires1.png │ ├── scissors-hires2.png │ ├── scissors1.png │ ├── scissors2.png │ ├── scissors3.png │ ├── scissors4.png │ ├── scissors5.png │ ├── scissors6.png │ ├── scissors7.png │ ├── scissors8.png │ └── scissors9.png ├── sign-language-mnist │ ├── amer_sign2.png │ ├── amer_sign3.png │ ├── american_sign_language.PNG │ └── sign_mnist_test.csv ├── test_cat.jpg └── test_dog.jpg ├── 3. Natural Language Processing in TensorFlow ├── Course 3 - Week 1 - Lesson 1.ipynb ├── Course 3 - Week 1 - Lesson 2.ipynb ├── Course 3 - Week 1 - Lesson 3.ipynb ├── Course 3 - Week 2 - Lesson 1.ipynb ├── Course 3 - Week 2 - Lesson 2.ipynb ├── Course 3 - Week 2 - Lesson 3.ipynb ├── Course 3 - Week 3 - Lesson 1a.ipynb ├── Course 3 - Week 3 - Lesson 1b.ipynb ├── Course 3 - Week 3 - Lesson 1c.ipynb ├── Course 3 - Week 3 - Lesson 2.ipynb ├── Course 3 - Week 3 - Lesson 2c.ipynb ├── Course 3 - Week 3 - Lesson 2d.ipynb ├── Course 3 - Week 4 - Lesson 1 - Notebook.ipynb ├── Course 3 - Week 4 - Lesson 2 - Notebook.ipynb ├── Exercises │ ├── Week 1 │ │ ├── Course 3 - Week 1 - Exercise-answer.ipynb │ │ └── Course 3 - Week 1 - Exercise-question.ipynb │ ├── Week 2 │ │ ├── Course 3 - Week 2 - Exercise - Answer.ipynb │ │ └── Course 3 - Week 2 - Exercise - Question.ipynb │ ├── Week 3 │ │ ├── NLP Course - Week 3 Exercise Answer.ipynb │ │ └── NLP Course - Week 3 Exercise Question.ipynb │ └── Week 4 │ │ ├── NLP_Week4_Exercise_Shakespeare_Answer.ipynb │ │ └── NLP_Week4_Exercise_Shakespeare_Question.ipynb ├── imdb │ ├── meta.tsv │ └── vecs.tsv ├── n-grams.png ├── sarcasm │ ├── meta.tsv │ └── vecs.tsv └── text_generation.ipynb ├── 4. Sequences, Time Series and Prediction ├── Exercises │ ├── Week 1 │ │ ├── Week 1 Exercise Answer.ipynb │ │ └── Week 1 Exercise Question.ipynb │ ├── Week 2 │ │ ├── S+P_Week_2_Exercise_Answer.ipynb │ │ └── S+P_Week_2_Exercise_Question.ipynb │ ├── Week 3 │ │ ├── S+P Week 3 Exercise Answer.ipynb │ │ └── S+P Week 3 Exercise Question.ipynb │ └── Week 4 │ │ ├── S+P Week 4 Exercise Answer.ipynb │ │ └── S+P Week 4 Exercise Question.ipynb ├── Notes │ ├── Common patterns in time series.pdf │ ├── Convolutions in Autoregressive Neural Networks.pdf │ ├── Dilated and causal convolution.pdf │ ├── Moving average and differencing.pdf │ ├── Outputting a sequence.pdf │ └── Shape of the inputs to the RNN.pdf ├── S+P Week 1 - Lesson 1 - Notebook.ipynb ├── S+P Week 1 - Lesson 2.ipynb ├── S+P Week 1 - Lesson 3 - Notebook.ipynb ├── S+P Week 2 Lesson 1.ipynb ├── S+P Week 2 Lesson 2.ipynb ├── S+P Week 2 Lesson 3.ipynb ├── S+P Week 3 Lesson 2 - RNN.ipynb ├── S+P Week 3 Lesson 4 - LSTM.ipynb ├── S+P Week 4 Lesson 1.ipynb ├── S+P Week 4 Lesson 3.ipynb ├── S+P Week 4 Lesson 5.ipynb └── seq_to_seq.ipynb └── README.md /1. 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