Neural Networks Fundamentals with Python
Neural Networks Fundamentals with Python
About the Book
Ever wondered what a neural network really is, how it works, or how to implement one? Well, I did, and that is why I tried implementing one. And I failed. Some years later, I tried again, and it worked! And it was amazing! Now, I just want to help you do it yourself, so that you can take a peek behind the curtains of this world of machine learning, deep learning, and all those buzzwords.
In this short book, I will take you through the journey of implementing a neural network from scratch, and then we will use these networks you created to perform machine learning tasks. We will also play around with them and so all sorts of really interesting machine learning and deep learning experiments.
The book explains you the things that are needed, step-by-step, and gives you a reference implementation that you can find on GitHub.
By the time you are done with the book, you will have at your disposal a simple neural network framework that actually works, and that you have already used to explore interesting concepts from the worlds of machine learning and deep learning.
By the way, if you are unsure whether or not this book is for you, you can always read its chapters for free on my blog.
About the Author
Other books by this author
The Leanpub 60-day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms
80% Royalties. Earn $16 on a $20 book.
We pay 80% royalties. That's not a typo: you earn $16 on a $20 sale. If we sell 5000 non-refunded copies of your book or course for $20, you'll earn $80,000.
(Yes, some authors have already earned much more than that on Leanpub.)
In fact, authors have earnedover $12 millionwriting, publishing and selling on Leanpub.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
