The Supervised Learning Workshop – Second Edition
- Paperback: 490 pages
- Publisher: WOW! eBook (February 28, 2020)
- Language: English
- ISBN-10: 1800209045
- ISBN-13: 978-1800209046
The Supervised Learning Workshop, 2nd Edition: Cut through the noise and get real results with a step-by-step approach to understanding supervised learning algorithms
You already know you want to understand supervised learning, and a smarter way to do that is to learn by doing. The Supervised Learning Workshop, Second Edition focuses on building up your practical skills so that you can deploy and build solutions that leverage key supervised learning algorithms. You’ll learn from real examples that lead to real results.
Throughout The Supervised Learning Workshop, 2nd Edition, you’ll take an engaging step-by-step approach to understand supervised learning. You won’t have to sit through any unnecessary theory. If you’re short on time you can jump into a single exercise each day or spend an entire weekend learning how to predict future values with auto regressors. It’s your choice. Learning on your terms, you’ll build up and reinforce key skills in a way that feels rewarding.
Every physical print copy of The Supervised Learning Workshop, Second Edition unlocks access to the interactive edition. With videos detailing all exercises and activities, you’ll always have a guided solution. You can also benchmark yourself against assessments, track progress, and receive content updates. You’ll even earn a secure credential that you can share and verify online upon completion. It’s a premium learning experience that’s included with your printed copy. To redeem, follow the instructions located at the start of your book.
- Get to grips with the fundamental of supervised learning algorithms
- Discover how to use Python libraries for supervised learning
- Learn how to load a dataset in pandas for testing
- Use different types of plots to visually represent the data
- Distinguish between regression and classification problems
- Learn how to perform classification using K-NN and decision trees
Fast-paced and direct, The Supervised Learning Workshop, 2nd Edition is the ideal companion for those with some Python background who are getting started with machine learning. You’ll learn how to apply key algorithms like a data scientist, learning along the way. This process means that you’ll find that your new skills stick, embedded as best practice. A solid foundation for the years ahead.