Free Download Scala for Data Science

Read Scala for Data Science



Read Scala for Data Science

Read Scala for Data Science

You can download in the form of an ebook: pdf, kindle ebook, ms word here and more softfile type. Read Scala for Data Science, this is a great books that I think.
Read Scala for Data Science

Leverage the power of Scala with different tools to build scalable, robust data science applicationsAbout This BookA complete guide for scalable data science solutions, from data ingestion to data visualizationDeploy horizontally scalable data processing pipelines and take advantage of web frameworks to build engaging visualizationsBuild functional, type-safe routines to interact with relational and NoSQL databases with the help of tutorials and examples providedWho This Book Is ForIf you are a Scala developer or data scientist, or if you want to enter the field of data science, then this book will give you all the tools you need to implement data science solutions.What You Will LearnTransform and filter tabular data to extract features for machine learningImplement your own algorithms or take advantage of MLLib's extensive suite of models to build distributed machine learning pipelinesRead, transform, and write data to both SQL and NoSQL databases in a functional mannerWrite robust routines to query web APIsRead data from web APIs such as the GitHub or Twitter APIUse Scala to interact with MongoDB, which offers high performance and helps to store large data sets with uncertain query requirementsCreate Scala web applications that couple with JavaScript libraries such as D3 to create compelling interactive visualizationsDeploy scalable parallel applications using Apache Spark, loading data from HDFS or HiveIn DetailScala 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. It is particularly good at analyzing large sets of data without any significant impact on performance and thus Scala is being adopted by many developers and data scientists. Data scientists might be aware that building applications that are truly scalable is hard. Scala, with its powerful functional libraries for interacting with databases and building scalable frameworks will give you the tools to construct robust data pipelines.This book will introduce you to the libraries for ingesting, storing, manipulating, processing, and visualizing data in Scala.Packed with real-world examples and interesting data sets, this book will teach you to ingest data from flat files and web APIs and store it in a SQL or NoSQL database. It will show you how to design scalable architectures to process and modelling your data, starting from simple concurrency constructs such as parallel collections and futures, through to actor systems and Apache Spark. As well as Scala's emphasis on functional structures and immutability, you will learn how to use the right parallel construct for the job at hand, minimizing development time without compromising scalability. Finally, you will learn how to build beautiful interactive visualizations using web frameworks.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.Style and approachA tutorial with complete examples, this book will give you the tools to start building useful data engineering and data science solutions straightaway Scala with Data Science - Big Data University The Scala with Data Science path is designed to give experienced Data Developers and Data Science the know-how to confidently start programming in Scala for data Is learning Scala useful to a data scientist? - Quora Is learning Scala useful to a data scientist? Many of the high performance data science frameworks that are built on top of Hadoop usually are written and use Scala for Data Science PACKT Books Leverage the power of Scala with different tools to build scalable robust data science applications Data Science using Scala and Spark on Azure Microsoft Docs How to use Scala for supervised machine learning tasks with the Spark scalable MLlib and Spark ML packages on an Azure HDInsight Spark cluster Scala for Data Science Companion web page for the book Scala for data science Data Science with Scala (Free Course) This free Data Science Scala course will teach you how to get insight out of massive amounts of data leveraging Scala and Spark (and machine learning) Scala for Data Science - O'Reilly Media Leverage the power of Scala with different tools to build scalable robust data science applications About This Book A complete guide for scalable data science Learn Scala and Data Science with Our Free Courses Scala is the first choice of data scientists who tackle Big Data with Apache Spark We offer the best Scala training (absolutely free) Learn Scala with us Scala the Language for Data Science Open Data Science Scala the Language for Data Science That technology is the spread of use of the Scala language for Big Data and Data Science efforts Machine Learning Course Data Science Using Scala We have some of the finest courses in Data Science that you could ever want includes Machine Learning Predictive Modeling & Big Data Analytics using R Python
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