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Introducing data science : big data, machine learning, and more, using Python tools

By: Contributor(s): Material type: TextTextPublication details: New Delhi Dreamtech Press 2025Description: xx, 300pISBN:
  • 9789351199373
Subject(s): DDC classification:
  • 006.312 CIE/I
Contents:
Data science in a big data world -- The data science process -- Machine learning -- Handling large data on a single computer -- First steps in big data -- Join the NoSQL movement -- The rise of graph databases -- Text mining and text analytics -- Data visualization to the end user.
Summary: "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"--Back cover.
List(s) this item appears in: New Arrivals
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Holdings
Item type Current library Call number Copy number Status Date due Barcode Item holds
Reference Reference IIIT Kottayam Central Library Reference 006.312 CIE/I (Browse shelf(Opens below)) Not For Loan 3107
Books Books IIIT Kottayam Central Library General Stacks 006.312 CIE/I (Browse shelf(Opens below)) 1 Available 3108
Books Books IIIT Kottayam Central Library General Stacks 006.312 CIE/I (Browse shelf(Opens below)) 2 Available 3109
Books Books IIIT Kottayam Central Library General Stacks 006.312 CIE/I (Browse shelf(Opens below)) 3 Available 3110
Books Books IIIT Kottayam Central Library General Stacks 006.312 CIE/I (Browse shelf(Opens below)) 4 Available 3111
Total holds: 0

Includes index.

Data science in a big data world -- The data science process -- Machine learning -- Handling large data on a single computer -- First steps in big data -- Join the NoSQL movement -- The rise of graph databases -- Text mining and text analytics -- Data visualization to the end user.

"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"--Back cover.

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