May 2017
Beginner to intermediate
254 pages
6h 24m
English
Content preview from Python Machine Learning By Example
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Getting Started with Python and Machine Learning
We kick off our Python and machine learning journey with the basic, yet important concepts of machine learning. We will start with what machine learning is about, why we need it, and its evolution over the last few decades. We will then discuss typical machine learning tasks and explore several essential techniques of working with data and working with models. It is a great starting point of the subject and we will learn it in a fun way. Trust me. At the end, we will also set up the software and tools needed in this book.
We will get into details for the topics mentioned:
- What is machine learning and why do we need it?
- A very high level overview of machine learning
- Generalizing with data
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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.