February 2018
Intermediate to advanced
272 pages
8h 42m
English
Content preview from Machine Learning with TensorFlowBecome 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,
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Part 2. Core learning algorithms
When former US President Barack Obama said, “You can put lipstick on a pig, but it’s still a pig,” he wasn’t referring to how most complex ideas in machine learning boil down to just a few foundational ideas, but he might as well have been. For example, the core algorithms are regression, classification, clustering, and hidden Markov models. The concepts are each detailed in their respective chapters, in the order listed.
After you master these four chapters, you’ll see how most real-world problems can be solved using similar techniques. What were once foreign or unintuitive complications can now be untangled using the formulations from these core learning algorithms.
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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.