eBook - ePub

Data Science Essentials in Python

Name: Data Science Essentials in Python
ISBN: 9781680503388

Collect ? ?Organize? ? ?Explore? ? ?Predict? ? Value?

Dmitry Zinoviev,

224 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Data Science Essentials in Python

Collect ? ?Organize? ? ?Explore? ? ?Predict? ? Value?

Dmitry Zinoviev,

About this book

Data science is one of the fastest-growing disciplines in terms of academic research, student enrollment, and employment. Python, with its flexibility and scalability, is quickly overtaking the R language for data-scientific projects. Keep Python data-science concepts at your fingertips with this modular, quick reference to the tools used to acquire, clean, analyze, and store data.

This one-stop solution covers essential Python, databases, network analysis, natural language processing, elements of machine learning, and visualization. Access structured and unstructured text and numeric data from local files, databases, and the Internet. Arrange, rearrange, and clean the data. Work with relational and non-relational databases, data visualization, and simple predictive analysis (regressions, clustering, and decision trees). See how typical data analysis problems are handled. And try your hand at your own solutions to a variety of medium-scale projects that are fun to work on and look good on your resume.

Keep this handy quick guide at your side whether you're a student, an entry-level data science professional converting from R to Python, or a seasoned Python developer who doesn't want to memorize every function and option.

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Yes, you can access Data Science Essentials in Python by Dmitry Zinoviev in PDF and/or ePUB format, as well as other popular books in Business & Decision Making. We have over one million books available in our catalogue for you to explore.