Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Deep Learning: Practical Neural Networks with Java

Buy

Build and run intelligent applications by leveraging key Java machine learning libraries

About This Book

  • Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries.
  • Explore a broad variety of data processing, machine learning, and natural language processing through diagrams, source code, and real-world applications
  • This step-by-step guide will help you solve real-world problems and links neural network theory to their application

Who This Book Is For

This course is intended for data scientists and Java developers who want to dive into the exciting world of deep learning. It will get you up and running quickly and provide you with the skills you need to successfully create, customize, and deploy machine learning applications in real life.

What You Will Learn

  • Get a practical deep dive into machine learning and deep learning algorithms
  • Explore neural networks using some of the most popular Deep Learning frameworks
  • Dive into Deep Belief Nets and Stacked Denoising Autoencoders algorithms
  • Apply machine learning to fraud, anomaly, and outlier detection
  • Experiment with deep learning concepts, algorithms, and the toolbox for deep learning
  • Select and split data sets into training, test, and validation, and explore validation strategies
  • Apply the code generated in practical examples, including weather forecasting and pattern recognition

In Detail

Machine learning applications are everywhere, from self-driving cars, spam detection, document search, and trading strategies, to speech recognitionStarting with an introduction to basic machine learning algorithms, this course takes you further into this vital world of stunning predictive insights and remarkable machine intelligence. This course helps you solve challenging problems in image processing, speech recognition, language modeling. You will discover how to detect anomalies and fraud, and ways to perform activity recognition, image recognition, and text. You will also work with examples such as weather forecasting, disease diagnosis, customer profiling, generalization, extreme machine learning and more. By the end of this course, you will have all the knowledge you need to perform deep learning on your system with varying complexity levels, to apply them to your daily work.

The course provides you with highly practical content explaining deep learning with Java, from the following Packt books:

  1. Java Deep Learning Essentials
  2. Machine Learning in Java
  3. Neural Network Programming with Java, Second Edition

Style and approach

This course aims to create a smooth learning path that will teach you how to effectively use deep learning with Java with other de facto components to get the most out of it. Through this comprehensive course, you’ll learn the basics of predictive modelling and progress to solve real-world problems and links neural network theory to their application

(HTML tags aren't allowed.)

Frommer's Costa Rica 2013 (Frommer's Color Complete)
Frommer's Costa Rica 2013 (Frommer's Color Complete)
  • Full-color throughout, with a free full-color foldout map and a new Natural World chapter with photos. With Frommer's in hand, you'll experience the wonder of Costa Rica's amazing biodiversity, as we point out the best places to see hundreds of unique, colorful species of animals and plants.
  • ...
GUI Bloopers 2.0: Common User Interface Design Don'ts and Dos
GUI Bloopers 2.0: Common User Interface Design Don'ts and Dos
The first edition of this book was written in 1998 and 1999. The common application platforms then were MacOS9, Windows98, Windows NT, early versions of Java Swing, and Unix or Linux with CDE/Motif. Although many of the bloopers covered in the first edition are as common now as they were in the late 1990s, the book was starting to look out of date...
Firefox Secrets: A Need-To-Know Guide
Firefox Secrets: A Need-To-Know Guide
This is a must read guide to anyone who wants to learn how to browse faster and more conveniently with Firefox. Firefox Secrets will teach you how to get the most from Mozilla, including how to find and use all the hidden features, extensions available to you. You'll learn:
  • Ways to ease the transition from Internet Explorer...

Clarity PPM Fundamentals
Clarity PPM Fundamentals

No matter where I go in the world today, I find companies that are launching a variety of development efforts to capture and apply knowledge that is unique to their business. Their goal—regardless of their industry or region—is to increase innovation and make better use of limited resources.

These efforts can face
...

Novell ZENworks 7 Linux Management Administrator's Handbook
Novell ZENworks 7 Linux Management Administrator's Handbook

Novell ZENworks Linux Management Administrator's Handbook is the official guide to ZENworks Linux Management, written by Ron Tanner, Novell ZENworks product manager, and Richard Whitehead, Novell ZENworks product marketing...

C# 5.0 Pocket Reference: Instant Help for C# 5.0 Programmers
C# 5.0 Pocket Reference: Instant Help for C# 5.0 Programmers

When you need answers for programming with C# 5.0, this practical and tightly focused book tells you exactly what you need to know—without long introductions or bloated samples. Easy to browse, it’s ideal as quick reference or as a guide to get you rapidly up to speed if you already know Java, C++, or an earlier version...

©2020 LearnIT (support@pdfchm.net) - Privacy Policy