Deep Learning Cookbook

Deep Learning Cookbook
Author :
Publisher : "O'Reilly Media, Inc."
Total Pages : 252
Release :
ISBN-10 : 9781491995792
ISBN-13 : 1491995793
Rating : 4/5 (793 Downloads)

Book Synopsis Deep Learning Cookbook by : Douwe Osinga

Download or read book Deep Learning Cookbook written by Douwe Osinga and published by "O'Reilly Media, Inc.". This book was released on 2018-06-05 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll learn how to solve deep-learning problems for classifying and generating text, images, and music. Each chapter consists of several recipes needed to complete a single project, such as training a music recommending system. Author Douwe Osinga also provides a chapter with half a dozen techniques to help you if you’re stuck. Examples are written in Python with code available on GitHub as a set of Python notebooks. You’ll learn how to: Create applications that will serve real users Use word embeddings to calculate text similarity Build a movie recommender system based on Wikipedia links Learn how AIs see the world by visualizing their internal state Build a model to suggest emojis for pieces of text Reuse pretrained networks to build an inverse image search service Compare how GANs, autoencoders and LSTMs generate icons Detect music styles and index song collections


Deep Learning Cookbook Related Books

Deep Learning Cookbook
Language: en
Pages: 252
Authors: Douwe Osinga
Categories: Computers
Type: BOOK - Published: 2018-06-05 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Ten
Machine Learning with Python Cookbook
Language: en
Pages: 305
Authors: Chris Albon
Categories: Computers
Type: BOOK - Published: 2018-03-09 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re
Java Deep Learning Cookbook
Language: en
Pages: 294
Authors: Rahul Raj
Categories: Computers
Type: BOOK - Published: 2019-11-08 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Use Java and Deeplearning4j to build robust, scalable, and highly accurate AI models from scratch Key FeaturesInstall and configure Deeplearning4j to implement
TensorFlow Machine Learning Cookbook
Language: en
Pages: 370
Authors: Nick McClure
Categories: Computers
Type: BOOK - Published: 2017-02-14 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Explore machine learning concepts using the latest numerical computing library — TensorFlow — with the help of this comprehensive cookbook About This Book Y
Python Machine Learning Cookbook
Language: en
Pages: 304
Authors: Prateek Joshi
Categories: Computers
Type: BOOK - Published: 2016-06-23 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

100 recipes that teach you how to perform various machine learning tasks in the real world About This Book Understand which algorithms to use in a given context