Explore various possibilities with deep learning and gain amazing insights from data using Google’s brainchild—TensorFlow

Want to learn what more can be done with deep learning? Explore various neural networks with the help of this comprehensive guide!
Rich in concepts, this is an advanced guide on deep learning that will give you the background to innovate in your environment


Learning
Set up your computing environment and install TensorFlow
Build simple TensorFlow graphs for everyday computations
Apply logistic regression for classification with TensorFlow
Design and train a multilayer neural network with TensorFlow
Understand intuitively convolutional neural networks for image recognition
Bootstrap a neural network from simple to more accurate models
See how to use TensorFlow with other types of networks
Program networks with SciKit-Flow, a high-level interface to TensorFlow
About
Deep learning is the intersection of statistics, artificial intelligence, and data to build accurate models and TensorFlow is one of the newest and most comprehensive libraries for implementing deep learning. With deep learning going mainstream, making sense of data and getting accurate results using deep networks is possible. This course is your guide to exploring the possibilities with deep learning; it will enable you to understand data like never before. With the efficiency and simplicity of TensorFlow, you will be able to process your data and gain insights that will change how you look at data.
With this video course, you will dig your teeth deeper into the hidden layers of abstraction using raw data. This course will offer you various complex algorithms for deep learning and various examples that use these deep neural networks. You will also learn how to train your machine to craft new features to make sense of deeper layers of data. During the video course, you will come across topics such as logistic regression, convolutional neural networks, recurrent neural networks, training deep networks, high level interfaces, and more.
With the help of novel practical examples, you will become an ace at advanced multilayer networks, image recognition, and beyond.
Style and approach
This course is your go-to guide to become a deep learning expert in your organization. We evaluate common and not-so-common deep neural networks with the help of insightful examples that you can relate to, and show how they can be exploited in the real world with complex raw data.

https://www.packtpub.com/big-data-and-business-intelligence/deep-learning-tensorflow-video