Triguero, Isaac

Large-Scale Data Analytics with Python and Spark: A Hands-On Guide to Implementing Machine Learning Solutions

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ISBN 13:
9781009318259
author:
Triguero, Isaac
format:
Paperback
publisher:
Cambridge University Press
language:
English
Publication Year:
2024
Pages:
422
Dimensions:
24.2 x 17 x 2.4 centimetres (0.7
Genre:
Computers, Server & Database, General Database,
Condition:
New
Availability:
Item usually sent within 5 working days
£36.81

Description

Large-Scale Data Analytics with Python and Spark is a comprehensive textbook that teaches students how to carry out large-scale data analytics and design machine learning solutions for big data. It focuses on fundamentals, providing key principles and paradigms for working with large-scale data, as well as frameworks such as Hadoop and Spark. The book offers real-world examples, hands-on coding exercises, and labs, combined with clear explanations to engage students. It includes a teaching package with learning objectives, online solutions for instructors, lecture slides, and an accompanying suite of lab exercises in Jupyter Notebooks. This resource is ideal for courses on large-scale data analytics with machine learning in computer/data science departments. By covering the essential principles that aspiring data scientists need to know, this textbook provides a structured approach to teaching large-scale data analytics and machine learning.

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