Intro to TensorFlow for Deep Learning

Welcome to the course! Say hello to your instructors and get an overview of the program.

Build your first neural neural network and learn some of the basic concepts behind machine learning.

Create and train a neural network that can recognize images of articles of clothing.

Create and train a convolutional neural network that can recognize images of articles of clothing.

Let's dive deeper into the further complexities of Convolutional Neural Networks!

Find out how transfer learning can greatly speed up your training process, allowing you to use existing networks as a basis for your own.

Learn how to save and load your trained models.

Learn how to perform time series forecasting using deep learning and TensorFlow.

Get introduced to Natural Language Processing with TensorFlow by learning how to tokenize words and create embeddings for use in neural networks.

Climb further with your NLP skills by building recurrent neural networks in TensorFlow, as well as learning how to generate new text for areas like song lyrics.

Learn how to deploy your models on Android, iOS, and IoT devices using TensorFlow Lite.