Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning

"Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning" by Ivan Marin; Ankit Shukla; Sarang VK, published by Packt Publishing. Get to grips with processing large volumes of data and presenting it as engaging, interactive insights using Spark and Python. Key Features Get a hands-on, fast-paced introduction to the Python data science stack Explore ways to create useful metrics and statistics from large datasets Create detailed analysis reports with real-world data Book Description 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 this data avalanche for you. With this book, you'll learn practical techniques to aggregate data into useful dimensions for posterior analysis, extract statistical measurements, and transform datasets into features for other systems. The book begins with an introduction to data manipulation in Python using pandas. You'll then get familiar with statistical analysis and plotting techniques. With multiple... Book details: 276 pages, published 2019. Order now on BookShops.in with fast, reliable delivery across India.