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Chapman and Hall/CRC Data Science: A First Introduction with Python - Chapman & Hall/CRC

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Description

Data Science: A First Introduction with Python is a comprehensive guide to mastering data science fundamentals using Python in Jupyter notebooks. The book covers essential data manipulation and cleaning techniques, data visualisation best practices, and analytical methods including classification, regression, clustering, and statistical inference. Designed around educational research and active learning principles, it emphasises workflows that are clear, reproducible, and shareable for professional data science work. The text includes practical coverage of version control basics and comes with accompanying autograded Jupyter worksheets that enable interactive, self-directed learning. Ideal for beginners seeking a modern, hands-on introduction to data science with Python.

Key Features

Data Science: A First Introduction with Python uses Jupyter notebooks to teach practical data manipulation and cleaning workflows from the ground up.

The book covers classification, regression, clustering, and statistical inference techniques for extracting actionable insights from datasets.

Accompanying autograded Jupyter worksheets provide interactive, self-directed practice and immediate feedback for learners.

Chapman and Hall/CRC's text emphasises reproducible and shareable workflows with integrated version control basics.

Modern Python approach grounded in educational research and active learning principles for deeper comprehension.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
23 August 2024
Listed Since
27 February 2024

Barcode

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