Principles of Data Science: Learn the techniques

[Kalpatru]

Principles of Data Science: Learn the techniques and math you need to start making sense of your data

English | 2016 | ISBN: 9781785887918 | 390 Pages | PDF EPUB MOBI (True) | 39 MB

With a unique approach that bridges the gap between mathematics and computer science, this books takes you through the entire data science pipeline.

Beginning with cleaning and preparing data, and effective data mining strategies and techniques, you'll move on to build a comprehensive picture of how every piece of the data science puzzle fits together. Learn the fundamentals of computational mathematics and statistics, as well as some pseudocode being used today by data scientists and analysts. You'll get to grips with machine learning, discover the statistical models that help you take control and navigate even the densest datasets, and find out how to create powerful visualizations that communicate what your data means.



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