May 2021
Intermediate to advanced
338 pages
7h 44m
English
Content preview from Learning TensorFlow.js
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Foreword
AI and machine learning are revolutionary technologies that can change the world, but they can only do that if there are developers using good APIs to take advantage of the advancements these technologies bring.
One such advancement is the ability to run machine learning models in the browser, empowering applications that act intelligently.
The rise of TensorFlow.js tells me that AI has arrived. It’s no longer exclusively in the realm of data scientists with supercomputers; it’s now accessible to the millions of developers who code in JavaScript daily. But there’s a gap. The tools and techniques for building models are still very much in the hands of those who know the mysteries of Python, NumPy, graphics processing units (GPUs), data science, feature modeling, supervised learning, tensors, and many more weird and wonderful terms that you probably aren’t familiar with!
What Gant has done with this book is to cut to the chase, teaching you the important stuff you need to know while keeping you firmly within the web developer role, using JavaScript and the browser. He’ll introduce you to the concepts of AI and machine learning with a clear focus on how they can be used in the platform you care about.
Often, I hear developers ask, when wanting to use machine learning, “Where can I find stuff that I can reuse? I don’t want to learn to be an ML engineer just to figure out if this stuff will work for me!”
Gant answers that question in this book. You’ll discover premade models ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.