Data Algorithms

Data Algorithms
Author :
Publisher : "O'Reilly Media, Inc."
Total Pages : 778
Release :
ISBN-10 : 9781491906156
ISBN-13 : 1491906154
Rating : 4/5 (154 Downloads)

Book Synopsis Data Algorithms by : Mahmoud Parsian

Download or read book Data Algorithms written by Mahmoud Parsian and published by "O'Reilly Media, Inc.". This book was released on 2015-07-13 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools you need to build distributed MapReduce applications with Apache Hadoop or Apache Spark. Each chapter provides a recipe for solving a massive computational problem, such as building a recommendation system. You’ll learn how to implement the appropriate MapReduce solution with code that you can use in your projects. Dr. Mahmoud Parsian covers basic design patterns, optimization techniques, and data mining and machine learning solutions for problems in bioinformatics, genomics, statistics, and social network analysis. This book also includes an overview of MapReduce, Hadoop, and Spark. Topics include: Market basket analysis for a large set of transactions Data mining algorithms (K-means, KNN, and Naive Bayes) Using huge genomic data to sequence DNA and RNA Naive Bayes theorem and Markov chains for data and market prediction Recommendation algorithms and pairwise document similarity Linear regression, Cox regression, and Pearson correlation Allelic frequency and mining DNA Social network analysis (recommendation systems, counting triangles, sentiment analysis)


Data Algorithms Related Books

Data Algorithms
Language: en
Pages: 778
Authors: Mahmoud Parsian
Categories: Computers
Type: BOOK - Published: 2015-07-13 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools
Algorithms and Data Structures for Massive Datasets
Language: en
Pages: 302
Authors: Dzejla Medjedovic
Categories: Computers
Type: BOOK - Published: 2022-08-16 - Publisher: Simon and Schuster

GET EBOOK

Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that ca
Data Structures & Their Algorithms
Language: en
Pages: 536
Authors: Harry R. Lewis
Categories: Computers
Type: BOOK - Published: 1991 - Publisher: Addison Wesley

GET EBOOK

Using only practically useful techniques, this book teaches methods for organizing, reorganizing, exploring, and retrieving data in digital computers, and the m
Advanced Algorithms and Data Structures
Language: en
Pages: 766
Authors: Marcello La Rocca
Categories: Computers
Type: BOOK - Published: 2021-08-10 - Publisher: Simon and Schuster

GET EBOOK

"An accessible introduction to the fundamental algorithms used to run the world." - Richard Vaughan, Purple Monkey Collective Advanced Algorithms and Data Struc
Data Structures and Network Algorithms
Language: en
Pages: 138
Authors: Robert Endre Tarjan
Categories: Technology & Engineering
Type: BOOK - Published: 1983-01-01 - Publisher: SIAM

GET EBOOK

There has been an explosive growth in the field of combinatorial algorithms. These algorithms depend not only on results in combinatorics and especially in grap