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Introducing Data Science: Big data, machine learning, and more, using Python tools
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Название: Introducing Data Science: Big data, machine learning, and more, using Python tools
Автор: Davy Cielen, Arno D. B. Meysman, Mohamed Ali
Издательство: Manning Publications
Год: 2016
Формат: PDF
Страниц: 322
Размер: 14.59 МБ
Язык: English

Introducing Data Science explains vital data science concepts and teaches you how to accomplish the fundamental tasks that occupy data scientists. You’ll explore data visualization, graph databases, the use of NoSQL, and the data science process. You’ll use the Python language and common Python libraries as you experience firsthand the challenges of dealing with data at scale. Discover how Python allows you to gain insights from data sets so big that they need to be stored on multiple machines, or from data moving so quickly that no single machine can handle it. This book gives you hands-on experience with the most popular Python data science libraries, Scikit-learn and StatsModels. After reading this book, you’ll have the solid foundation you need to start a career in data science.

What’s Inside
Handling large data
Introduction to machine learning
Using Python to work with data
Writing data science algorithms







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