- Explore and create clever platforms utilizing state-of-the-art deep studying techniques
- Implement deep studying algorithms and paintings with innovative libraries in Python
- Get real-world examples and easy-to-follow tutorials on Theano, TensorFlow, H2O and more
With an expanding curiosity in AI world wide, deep studying has attracted loads of public consciousness. each day, deep studying algorithms are used largely throughout various industries.
The publication provide you with all of the sensible details to be had at the topic, together with the easiest practices, utilizing real-world use instances. you are going to learn how to realize and extract details to extend predictive accuracy and optimize results.
Starting with a short recap of vital laptop studying strategies, the ebook will delve instantly into deep studying ideas utilizing Sci-kit study. relocating forward, you are going to learn how to use the newest open resource libraries similar to Theano, Keras, Google's TensorFlow, and H20. Use this consultant to discover the problems of development reputation, scaling facts with larger accuracy and discussing deep studying algorithms and techniques.
Whether you must dive deeper into Deep studying, or are looking to examine the best way to get extra out of this robust know-how, you’ll locate every little thing inside.
What you are going to learn
- Get a pragmatic deep dive into deep studying algorithms
- Explore deep studying extra with Theano, Caffe, Kera, and TensorFlow
- Learn approximately of the main strong ideas on the center of many functional deep studying implementations: Auto-Encoders and constrained Boltzmann Machines
- Dive into Deep trust Nets and Deep Neural Networks
- Discover extra deep studying algorithms with Dropout and Convolutional Neural Networks
- Get to grasp equipment recommendations so that you can use deep studying algorithms and libraries within the genuine world