{"product_id":"9781785886690","title":"Apache Spark 2 for Beginners","description":"\u003cp\u003e\u003cb\u003eDevelop large-scale distributed data processing applications using Spark 2 in Scala and Python\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThis book offers an easy introduction to the Spark framework published on the latest version of Apache Spark 2\u003c\/li\u003e\n\u003cli\u003ePerform efficient data processing, machine learning and graph processing using various Spark components\u003c\/li\u003e\n\u003cli\u003eA practical guide aimed at beginners to get them up and running with Spark\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eIf you are an application developer, data scientist, or big data solutions architect who is interested in combining the data processing power of Spark from R, and consolidating data processing, stream processing, machine learning, and graph processing into one unified and highly interoperable framework with a uniform API using Scala or Python, this book is for you.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGet to know the fundamentals of Spark 2 and the Spark programming model using Scala and Python\u003c\/li\u003e\n\u003cli\u003eKnow how to use Spark SQL and DataFrames using Scala and Python\u003c\/li\u003e\n\u003cli\u003eGet an introduction to Spark programming using R\u003c\/li\u003e\n\u003cli\u003ePerform Spark data processing, charting, and plotting using Python\u003c\/li\u003e\n\u003cli\u003eGet acquainted with Spark stream processing using Scala and Python\u003c\/li\u003e\n\u003cli\u003eBe introduced to machine learning using Spark MLlib\u003c\/li\u003e\n\u003cli\u003eGet started with graph processing using the Spark GraphX\u003c\/li\u003e\n\u003cli\u003eBring together all that you've learned and develop a complete Spark application\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003eSpark is one of the most widely-used large-scale data processing engines and runs extremely fast. It is a framework that has tools that are equally useful for application developers as well as data scientists.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book starts with the fundamentals of Spark 2 and covers the core data processing framework and API, installation, and application development setup. Then the Spark programming model is introduced through real-world examples followed by Spark SQL programming with DataFrames. An introduction to SparkR is covered next. Later, we cover the charting and plotting features of Python in conjunction with Spark data processing. After that, we take a look at Spark's stream processing, machine learning, and graph processing libraries. The last chapter combines all the skills you learned from the preceding chapters to develop a real-world Spark application.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you will have all the knowledge you need to develop efficient large-scale applications using Apache Spark.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStyle and approach\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eLearn about Spark's infrastructure with this practical tutorial. With the help of real-world use cases on the main features of Spark we offer an easy introduction to the framework.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47131263172848,"sku":"9781785886690","price":31.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781785886690_p0.jpg?v=1763728983","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781785886690","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}