Title Big data analysis with Python : combine Spark and Python to unlock the powers of parallel computing and machine learning / Ivan Marin, Ankit Shukla and Sarang VK

Published Birmingham, UK : Packt Publishing, 2019 ©2019

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Description 1 online resource (276 pages) Contents Chapter 1: The Python Data Science Stack -- Chapter 2: Statistical Visualizations -- Chapter 3: Working with Big Data Frameworks -- Chapter 4: Diving Deeper with Spark -- Chapter 5: Handling Missing Values and Correlation Analysis -- Chapter 6: Exploratory Data Analysis -- Chapter 7: Reproducibility in Big Data Analysis -- Chapter 8: Creating a Full Analysis Report Summary Processing big data in real time is challenging due to scalability, information inconsistency, and fault tolerance. Big Data Analysis with Python teaches you how to use tools that can control the data avalanche for you. With this book, you'll learn effective techniques to aggregate data into useful dimensions for posterior analysis, extract .. Notes Online resource; title from digital title page (viewed on January 06, 2020) SUBJECT Spark (Electronic resource : Apache Software Foundation) http://id.loc.gov/authorities/names/no2015027445 Spark (Electronic resource : Apache Software Foundation) fast Subject Big data. Python (Computer program language) Cloud computing. Machine learning. Electronic books Data capture & analysis. Information visualization. Programming & scripting languages: general. Computers -- Data Processing. Computers -- Programming Languages -- Python. Big data Cloud computing Machine learning Python (Computer program language) Form Electronic book Author Shukla, Ankit VK, Sarang ISBN 1789950732 9781789950731

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