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This book constitutes the refereed proceedings of the38th European Conference... Læs mere
Statistics, Data Mining, and Machine Learning in Astronomy is the... Læs mere
Provides a self-contained introduction to learning relational, probabilistic and possibilistic networks from data All basic... Læs mere
Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis.
This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.
With this updated second edition, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.
Mine the rich data tucked away in popular social websites such as Twitter, Facebook, LinkedIn, and Instagram. With the third edition of this popular guide, data scientists, analysts, and programmers will learn how to glean insights from social media.
As data floods into your company, you need to put it to work right away-and SQL is the best tool for the job. With the latest edition of this... Læs mere