This lab will let you practice performing neural network analysis. It will also introduce you additional concepts in neural network analysis and Tensorflow. You will be introduced to a web tool called Tensorflow Playground with which you can play with and learn about the hyperparameters of Tensorflow.

Complete Challenge 1 and 2. Follow the instructions and add your code and explanations as necessary.

• challenge-1.ipynb containing your responses.
• Screenshot of your Tensorflow Playground experiment for Challenge 2.

Upon completion, add your deliverables to git. Then commit git and push your branch to the remote.

• Tic Tac Toe on Wikipedia
• Tic Tac Toe Endgame Dataset
• tf.keras.optimizers.Adam
• tf.keras.layers.Dense
• Tensorflow Playground
• Understanding Deep Learning with TensorFlow playground
• Neural Networks: Playground Exercises
• Tensorflow Playground GitHub Repo
• How to pick the best learning rate for your machine learning project
• Intro to Neural Nets Exercise by Google