In this book, Marcello La Rocca introduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing. The book introduces powerful approaches to a wide range of tricky coding challenges that you can adapt and apply to your own applications. Providing a balanced blend of classic, advanced, and new algorithms, this practical guide upgrades your programming toolbox with new perspectives and hands-on techniques.

<ASIN:1617295485>

Author: Marcello La Rocca
Publisher: Manning
Date: June 2021
Pages: 768
ISBN: 978-1617295485
Print: 1617295485
Kindle: ‎ B098PHVRKG
Audience: General
Level: Intermediate/Advanced
Category: Theory & Techniques 

Topics covered:

• Build on basic data structures you already know
• Profile your algorithms to speed up application
• Store and query strings efficiently
• Distribute clustering algorithms with MapReduce
• Solve logistics problems using graphs and optimization algorithms

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