Synopsis
A step-by-step gentle journey through the mathematics of neural networks, and making your own using the Python computer language.Neural networks are a key element of deep learning and artificial intelligence, which today is capable of some truly impressive feats. Yet too few really understand how neural networks actually work.
This guide will take you on a fun and unhurried journey, starting from very simple ideas, and gradually building up an understanding of how neural networks work. You won't need any mathematics beyond secondary school, and an accessible introduction to calculus is also included.
The ambition of this guide is to make neural networks as accessible as possible to as many readers as possible - there are enough texts for advanced readers already!
You'll learn to code in Python and make your own neural network, teaching it to recognise human handwritten numbers, and performing as well as professionally developed networks.
Part 1 is about ideas. We introduce the mathematical ideas underlying the neural networks, gently with lots of illustrations and examples.
Part 2 is practical. We introduce the popular and easy to learn Python programming language, and gradually builds up a neural network which can learn to recognise human handwritten numbers, easily getting it to perform as well as networks made by professionals.
Part 3 extends these ideas further. We push the performance of our neural network to an industry leading 98% using only simple ideas and code, test the network on your own handwriting, take a privileged peek inside the mysterious mind of a neural network, and even get it all working on a Raspberry Pi.
All the code in this has been tested to work on a Raspberry Pi Zero.
"synopsis" may belong to another edition of this title.
Search results for Make Your Own Neural Network
Stock Image
Make Your Own Neural Network
Published by
Createspace Independent Publishing Platform, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
Used
Paperback
Seller: ThriftBooks-Dallas, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Fair. No Jacket. Readable copy. Pages may have considerable notes/highlighting. ~ ThriftBooks: Read More, Spend Less. Seller Inventory # G1530826608I5N00
Stock Image
Make Your Own Neural Network
Published by
CreateSpace Independent Publishi, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
Used
Paperback
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_470128045
Stock Image
Make Your Own Neural Network
Published by
CreateSpace Independent Publishing Platform, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
Used
Softcover
Seller: World of Books (was SecondSale), Montgomery, IL, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00103712519
Stock Image
Make Your Own Neural Network
Published by
CreateSpace Independent Publishing Platform, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
Used
Paperback
First Edition
Seller: Textbooks_Source, Columbia, MO, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Good. 1st Edition. Ships in a BOX from Central Missouri! May not include working access code. Will not include dust jacket. Has used sticker(s) and some writing or highlighting. UPS shipping for most packages, (Priority Mail for AK/HI/APO/PO Boxes). Seller Inventory # 002234941U
Stock Image
Make Your Own Neural Network
Published by
CreateSpace Independent Publishing Platform, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
New
Softcover
Seller: thebookforest.com, San Rafael, CA, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Supporting Bay Area Friends of the Library since 2010. Well packaged and promptly shipped. Seller Inventory # BAY_01_SH_082302
Stock Image
Make Your Own Neural Network : A Gentle Journey Through the Mathematics of Neural Networks, and Making Your Own Using the Python Computer Language
Published by
CreateSpace Independent Publishing Platform, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
New
Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 26368933-n
Stock Image
Make Your Own Neural Network
Published by
CreateSpace Independent Publishing Platform, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
New
Softcover
Seller: California Books, Miami, FL, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Print on Demand. Seller Inventory # I-9781530826605
Seller Image
Make Your Own Neural Network : A Gentle Journey Through the Mathematics of Neural Networks, and Making Your Own Using the Python Computer Language
Published by
CreateSpace Independent Publishing Platform, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
Used
Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 26368933
Stock Image
Make Your Own Neural Network
Published by
CreateSpace Independent Publishing Platform, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
Used
Softcover
Seller: medimops, Berlin, Germany
Seller rating 5 out of 5 stars
Condition: good. Befriedigend/Good: Durchschnittlich erhaltenes Buch bzw. Schutzumschlag mit Gebrauchsspuren, aber vollständigen Seiten. / Describes the average WORN book or dust jacket that has all the pages present. Seller Inventory # M01530826608-G
Seller Image
Make Your Own Neural Network
Published by
Createspace Independent Publishing Platform, 2016
ISBN 10: 1530826608
ISBN 13: 9781530826605
New
Paperback
Seller: Rarewaves USA, OSWEGO, IL, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: New. Seller Inventory # LU-9781530826605