Keras Deep Learning Projects [Video]

Keras Deep Learning Projects [Video]

Tsvetoslav Tsekov

Learn to build cutting-edge Deep Learning models in a simple, easy to understand way.
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Video Description

Keras is a deep learning library for fast, efficient training of deep learning models, and can also work with Tensorflow and Theano. Because it is lightweight and very easy to use, Keras has gained quite a lot of popularity in a very short time.

This course will show you how to leverage the power of Keras to build and train high performance, high accuracy deep learning models, by implementing practical projects in real-world domains.Spanning over three hours, this course will help you master even the most advanced concepts in deep learning and how to implement them with Keras. You will train CNNs, RNNs, LSTMs, Autoencoders and Generative Adversarial Networks using real-world training datasets.

These datasets will be from domains such as Image Processing and Computer Vision, Natural Language Processing, Reinforcement Learning and more.By the end of this highly practical course, you will be well-versed with deep learning and its implementation with Keras.

By the end of this course, you will have all the knowledge you need to train your own deep learning models to solve different kinds of problems.

Style and Approach

The course aims to explains the Deep Learning concepts in a simple, easy to understand manner and provides intuitive knowledge of the subjects. After you have grasped the concepts of a model, you will learn how to implement it with Keras.

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What You Will Learn

  • Grasp the Concepts and intuitive understating of Deep Learning
  • Build your own Multilayer Neural Networks
  • Explore the Concepts of Convolutional Neural Networks and Recurrent Neural Networks
  • Build Convolutional Neural Networks and Recurrent Neural Networks
  • Use transfer learning to greatly increase CNN performance
  • Use Concepts, intuitive understating and applications of Autoencoders and Generative Adversarial Networks
  • Build Auto encoders and Generative Adversarial Networks

Authors

Video Details

ISBN 139781788624688
Course Length2 hours and 43 minutes
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