Machine Learning: The Art and Science of Algorithms that Make Sense of Data
As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action,...
Master Your Mac: Simple Ways to Tweak, Customize, and Secure OS X
OS X is a lot more than just a pretty face. Sure, the basics are easy, but beneath that gorgeous surface lie countless powerful features.
If you want to go beyond the basics, Master Your Mac will take you there. With tips on everything from organizing your workspace to strengthening your computer's security,...
Practical Data Analysis
Transform, model, and visualize your data through hands-on projects, developed in open source tools
Explore how to analyze your data in various innovative ways and turn them into insight
Learn to use the D3.js visualization tool for exploratory data analysis
Moving your classes and resources online with a Learning Management System such as Moodle opens up a whole world of possibilities for teaching your students. However, it also opens up a number of threats as your students, private information, and resources become vulnerable to cyber attacks. Learn how to safeguard Moodle to keep the bad guys...
Developing Analytic Talent: Becoming a Data Scientist
Learn what it takes to succeed in the the most in-demand tech job
Harvard Business Review calls it the sexiest tech job of the 21st century. Data scientists are in demand, and this unique book shows you exactly what employers want and the skill set that separates the quality data scientist from other talented IT...
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