This is the repository for The Applied TensorFlow and Keras Workshop, published by Packt. It contains all the supporting project files necessary to work through the course from start to finish.
To get started with the project files, you'll need to:
Machine learning gives computers the ability to learn like humans. It is becoming increasingly transformational to businesses in many forms, and a key skill to learn to prepare for the future digital economy.
As a beginner, you’ll unlock a world of opportunities by learning the techniques you need to contribute to the domains of machine learning, deep learning, and modern data analysis using the latest cutting-edge tools.
- Familiarize yourself with the components of a neural network
- Understand the different types of problems that can be solved using neural networks
- Explore different ways to select the right architecture for your model
- Make predictions with a trained model using TensorBoard
- Discover the components of Keras and ways to leverage its features in your model
- Explore how you can deal with new data by learning ways to retrain your model
If you've found this repository useful, you might want to check out some of our other workshop titles: