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This article discusses about the various books that we feel are best suited to learn Machine learning for all levels, be it a beginner or advanced coder. Scala for Data Science. Scala is a multi-paradigm programming language (it supports both object-oriented and functional programming) and scripting language used to build applications for the JVM. Languages such as R, Python, Java, and so on are mostly used for data science. downloads.typesafe.com Scala will be a valuable tool to have on hand during your data science journey for everything from data cleaning to cutting-edge machine learning. Beginner Library Search and Download Free Programming Books This book gives tutorials on some of the most common Scala libraries for data science, allowing you to quickly get up to speed with building data science and data engineering solutions. Features : A complete guide for scalable data science solutions, from data ingestion to data visualization Spark for Data Science. Whether you are a technologist, a data scientist, or a beginner to Big Data analytics, this book will provide you with all the skills necessary to perform statistical data analysis, data visualization, predictive modeling, and build scalable data products or solutions using Python, Scala, and R. Advanced Data Science on Spark Data Science Problem Data growing faster than processing speeds Only solution is to parallelize on large clusters » Wide use in both enterprises and web industry How do we program these things? Scala, Python Community: SparkR, being released in 1.4! Key Idea
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