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Keras 2.x Projects

Video Description

Leverage the power of Keras to build and train state-of-the-art deep learning models

About This Video

  • Study the Keras architecture and its different models in detail
  • Learn to solve time series regression issues with recurrent neural networks
  • Understand and use reinforcement learning to control a mechanical system

In Detail

Keras is a Python library that provides a simple and clean way to create a range of deep learning models. This course introduces you to Keras and shows you how to create applications with maximum readability.

You take your first steps by getting introduced to Keras, its benefits, and its applications. As you get comfortable with Keras, you will learn how to predict business outcomes using time series data and various forecasting techniques. By learning the basic concepts of reinforcement learning, you will be able to create algorithms that can learn and adapt to environmental changes and control your robots. Then, you will learn various natural language processing techniques and use the Natural Language Toolkit to analyze, classify, and tag text.

By the end of the course, you’ll have the skills and the confidence to work on existing deep learning projects or create your own applications.

The code bundle for this course can be downloaded from here: https://github.com/TrainingByPackt/Keras-2.X-Projects-eLearning

Downloading the example code for this course: You can download the example code files for all Packt video courses you have purchased from your account at http://www.PacktPub.com. If you purchased this course elsewhere, you can visit http://www.PacktPub.com/support and register to have the files e-mailed directly to you.