Build, implement and scale distributed deep learning models for large-scale datasets About This Book * Get to grips with the deep learning concepts and set up Hadoop to put them to use * Implement and parallelize deep learning models on Hadoop’s YARN framework * A comprehensive tutorial to distributed deep learning with Hadoop Who This Book Is For If you are a data scientist who wants to learn how to perform deep learning on Hadoop, this is the book for you. Knowledge of the basic machine learning concepts and some understanding of Hadoop is required to make the best use of this book. What You Will Learn * Explore Deep Learning and various models associated with it * Understand the challenges of implementing distributed deep learning with Hadoop and how to overcome it * Implement Convolutional Neural Network (CNN) with deeplearning4j * Delve into the implementation of Restricted Boltzmann Machines (RBM) * Understand the mathematical explanation for implementing Recurrent Neural Networks (RNN) * Get hands on practice of deep learning and their implementation with Hadoop. In Detail This book will teach you how to deploy large-scale dataset in deep neural networks with Hadoop for optimal performance. Starting with understanding what deep learning is, and what the various models associated with deep neural networks are, this book will then show you how to set up the Hadoop environment for deep learning. In this book, you will also learn how to overcome the challenges that you face while implementing distributed deep learning with large-scale unstructured datasets. The book will also show you how you can implement and parallelize the widely used deep learning models such as Deep Belief Networks, Convolutional Neural Networks, Recurrent Neural Networks, Restricted Boltzmann Machines and autoencoder using the popular deep learning library deeplearning4j. Get in-depth mathematical explanations and visual representations to help you understand the design and implementations of Recurrent Neural network and Denoising AutoEncoders with deeplearning4j. To give you a more practical perspective, the book will also teach you the implementation of large-scale video processing, image processing and natural language processing on Hadoop. By the end of this book, you will know how to deploy various deep neural networks in distributed systems using Hadoop. Style and approach This book takes a comprehensive, step-by-step approach to implement efficient deep learning models on Hadoop. It starts from the basics and builds the readers’ knowledge as they strengthen their understanding of the concepts. Practical examples are included in every step of the way to supplement the theory.
Only logged in customers who have purchased this product may leave a review.
You may also like…
-
Statistics for Data Science
₹719.00Add to cart- Paperback: 286 pages
- Publisher: Packt Publishing Limited (17 November 2017)
- Language: English
- ISBN-10: 1788290674
- ISBN-13: 978-1788290678
- Product Dimensions: 19 x 1.7 x 23.5 cm
-
Data Structures and Algorithms in Python
₹476.00Add to cart- Paperback: 768 pages
- Publisher: Wiley (2016)
- Language: English
- ISBN-10: 812656217X
- ISBN-13: 978-8126562176
- Package Dimensions: 23.2 x 18 x 3 cm
-
Machine Learning Algorithms
₹949.00Add to cart- Paperback: 360 pages
- Publisher: Packt Publishing Limited (24 July 2017)
- Language: English
- ISBN-10: 1785889621
- ISBN-13: 978-1785889622
- Product Dimensions: 19 x 2.1 x 23.5 cm
-
Python Deep Learning
₹1,099.00Add to cart- Paperback: 406 pages
- Publisher: Packt Publishing Limited (28 April 2017)
- Language: English
- ISBN-10: 1786464454
- ISBN-13: 978-1786464453
- Product Dimensions: 19 x 2.3 x 23.5 cm
Related products
-
Object Oriented Programming with C++
₹299.00Add to cartProduct details
- Paperback: 584 pages
- Publisher: McGraw Hill Education; Sixth edition (1 June 2013)
- Language: English
- ISBN-10: 125902993X
- ISBN-13: 978-1259029936
- Product Dimensions: 44.2 x 5.1 x 58.2 cm
-
Data Structures Using C – Reema Thareja-2020
₹485.00Add to cart- Publisher: Oxford; (11 Jun 2023)
- Language: English
- ISBN-10: 0198099304
- ISBN-13: 978-0198099307
- Product Dimensions: 18.3 x 2.2 x 24.3 cm
-
Engineering Mathematics(vol.1)
₹350.00Add to cartPaperback: 680 pages Publisher: U. N. Dhur & Sons Pvt. Ltd.; 8th edition (2004) Language: English ISBN-10: 9380673841 ISBN-13: 978-9380673844 Package Dimensions: 21.7 x 13.7 x 3.3 cm
-
Python Tricks: A Buffet of Awesome Python Features
₹480.00Add to cartPaperback: 304 pages Publisher: Dan Bader; 1 edition (25 October 2017) Language: English ISBN-10: 1775093301 ISBN-13: 978-1775093305 Product Dimensions: 15.2 x 1.8 x 22.9 cm
-
Digital Communications Systems
₹550.00Add to cartPaperback: 800 pages Publisher: Wiley (2013) Language: English ISBN-10: 8126542314 ISBN-13: 978-8126542314 Package Dimensions: 23.2 x 18.2 x 3.4 cm
-
Artificial Intelligence with Python
₹1,079.00Add to cart- Paperback: 446 pages
- Publisher: Packt Publishing Limited; 1 edition (27 January 2017)
- Language: English
- ISBN-10: 178646439X
- ISBN-13: 978-1786464392
- Product Dimensions: 19 x 2.6 x 23.5 cm
-
Internet of Things with Arduino Cookbook
₹509.00Add to cart- Paperback: 188 pages
- Publisher: Packt Publishing Limited (6 January 2016)
- Language: English
- ISBN-10: 1785286587
- ISBN-13: 978-1785286582
- Product Dimensions: 19 x 1.1 x 23.5 cm
-
Internet of Things: A Hands-On Approach
₹556.00Add to cart- Paperback: 520 pages
- Publisher: Orient Blackswan Private Limited – New Delhi; First edition (2015)
- Language: English
- ISBN-10: 8173719543
- ISBN-13: 978-8173719547
- Package Dimensions: 24 x 18 x 2.5 cm
-
Let Us C++
₹230.00Add to cart
Product details
- Paperback: 605 pages
- Publisher: BPB Publications (14 March 2003)
- Language: English
- ISBN-10: 8176561061
- ISBN-13: 978-8176561068
- Product Dimensions: 15.4 x 21.7 x 3.2 cm
-
Mastering C++ Programming
₹898.00Add to cart- Paperback: 384 pages
- Publisher: Packt Publishing Limited (1 September 2017)
- Language: English
- ISBN-10: 1786461625
- ISBN-13: 978-1786461629
- Product Dimensions: 19 x 2.2 x 23.5 cm
-
Microprocessors and Microcontrollers
₹350.00Add to cartPaperback Publisher: McGraw Hill Education; 2 edition (1 July 2017) Language: English ISBN-10: 0071329749 ISBN-13: 978-0071329743 Product Dimensions: 44.2 x 7.9 x 58.7 cm
-
Mastering Django: Core
₹1,359.00Add to cart- Paperback: 694 pages
- Publisher: Packt Publishing Limited (30 November 2016)
- Language: English
- ISBN-10: 1787281140
- ISBN-13: 978-1787281141
- Product Dimensions: 19.1 x 3.5 x 23.5 cm
-
Microprocessor and Microcontroller
₹550.00Add to cartMicroprocessors and Microcontrollers is designed as a comprehensive textbook for undergraduate engineering students to lay a strong foundation to the basic principles and application of microprocessors and microcontrollers.
-
Web Technologies: HTML, JAVASCRIPT, PHP, JAVA, JSP, ASP.NET, XML and Ajax, Black Book: HTML, Javascript, PHP, Java, Jsp, XML and Ajax, Black Book
₹726.00Add to cart- Paperback: 1386 pages
- Publisher: Dreamtech Press (2009)
- Language: English
- ISBN-10: 8177229974
- ISBN-13: 978-8177229974
- Package Dimensions: 23.4 x 18.5 x 5.8 cm
-
Python Data Science Essentials
₹849.00Add to cart- Paperback: 378 pages
- Publisher: Packt Publishing Limited; 2nd Revised edition edition (28 October 2016)
- Language: English
- ISBN-10: 1786462133
- ISBN-13: 978-1786462138
- Product Dimensions: 19 x 2.2 x 23.5 cm
-
Illustrated Guide to Python 3
₹1,355.00Add to cart- Paperback: 256 pages
- Publisher: Createspace Independent Pub; Illustrated edition (3 November 2017)
- Language: English
- ISBN-10: 1977921752
- ISBN-13: 978-1977921758
- Product Dimensions: 12.7 x 1.5 x 20.3 cm
-
Object Oriented Programming in C++, 4e
₹460.00Add to cartPaperback: 1040 pages Publisher: Pearson Education India; 4 edition (2008) Language: English ISBN-10: 8131722821 ISBN-13: 978-8131722824 Package Dimensions: 23.2 x 16.8 x 4.8 cm
-
Programming with Java
₹485.00Add to cart- Publisher: McGraw Hill Education; Fifth edition (1 July 2017)
- Language: English
- ISBN-10: 9351343200
- ISBN-13: 9789351343202
- Product Dimensions: 43.7 x 4.3 x 58.2 cm
-
Higher Engineering Mathematics
₹700.00Add to cartPaperback: 1238 pages Publisher: Khanna Publishers; Forty Fourth edition (1965) Language: English ISBN-10: 8193328493 ISBN-13: 978-8193328491 Package Dimensions: 27.6 x 21.2 x 5.2 cm
-
Object-Oriented Programming with C++
₹340.00Add to cartPaperback: 576 pages Publisher: McGraw Hill Education; Seventh edition (20 September 2017) Language: English ISBN-10: 9352607996 ISBN-13: 978-9352607990 Product Dimensions: 24 x 18.3 x 2 cm
-
Digital Electronics
₹325.00Add to cartIt is designed for use by the undergraduate students pursuing courses in areas of engineering disci-plines such as Electrical and Electronics, Electronics and Communication, Electronics and Instrumentation, Telecommunications, Medical Electronics, Computer Science and Engineering, and Information Technology. It is also useful as a text for MCA, M.Sc. (Electronics) and M.Sc. (Computer Science) students. Appropriate for …
-
Digital Electronics
₹350.00Add to cartEnhanced use of digital circuits in all disciplines of engineering has created an urge among students for in-depth knowledge. A single textbook dealing with the basics of digital technology, including the design aspects of circuits, is the need of the hour. We present this revised edition to fulfill the requirements of the students of various BE/BTech degree courses including Electronics and Communication Engineering, Electrical and Electronics Engineering, Information Technology, Computer Science and Engineering and Electronics and Instrumentation Engineering offered in all Indian universities. The book will also serve as textbook to students of BSc and MSc courses in Electronics and Communication, Information Technology, Computer Science, Applied Physics and Computer Software, MCA, AMIE, graduate IETE and Diploma courses and as reference for competitive examinations
-
The Definitive Guide to Django
₹395.00Add to cart- Paperback: 550 pages
- Publisher: Apress; 3rd ed. 2021 edition (26 December 2020)
- Language: English
- ISBN-10: 1430258810
- ISBN-13: 978-1430258810
- Product Dimensions: 19 x 23.6 cm
Makaut Organizer
-
BBA 5TH SEMESTER MAKAUT ORGANIZER- 2019
₹425.00
-
2nd Semester MATRIX (Polytechnic) Organizer 2024
₹549.00
-
B-TECH 1ST SEMESTER MAKAUT ORGANIZER 2022
₹599.00
-
BCA 5TH SEMESTER MAKAUT ORGANIZER
₹390.00
-
B-Tech 2nd Semester Makaut Organizer- 2024
₹549.00
-
BBA 4TH SEMESTER MAKAUT ORGANIZER-2019
₹399.00
-
B-TECH EE 7th SEMESTER MAKAUT ORGANIZER-2019
₹390.00
Grow Your Business With Our Team
Reviews
There are no reviews yet.