In this deep dive, we will create 2 web apps using TensorFlow JavaScript. The first will be a Deep learning web app to play PacMan live and the other will be an NLP app for Sentiment Analysis.

We will begin with TF.js initially, and introduce its APIs. Then we proceed to the introduction of computer vision, the basics of Deep learning, MobileNet model. In the next part, we will learn the basics of NLP with Deep learning. We will talk about the basics of NLP such as One hot encoding, multi hot, tf-idf, and advanced topics such as Word Embedding, and LSTM. And then we will proceed with creating the apps.

Key Takeaways:

• Deep learning with TensorFlow Javascript
• Computer vision with Deep learning
• NLP with Deep learning
• Advanced Deep learning concepts such as Word Embedding, Depthwise convolutions, Transfer learning, and more