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4 produkter

Fast Data Processing with Spark 2

Accelerate your data for rapid insight

AvHolden Karau,Krishna Sankar

E-bok

Engelska, 2016

428 kr

Läs direkt efter köp

Learn how to use Spark to process big data at speed and scale for sharper analytics. Put the principles into practice for faster, slicker big data projects.

About This Book

A quick way to get started with Spark – and reap the rewardsFrom analytics to engineering your big data architecture, we''ve got it coveredBring your Scala and Java knowledge – and put it to work on new and exciting problems

Who This Book Is For

This book is for developers with little to no knowledge of Spark, but with a background in Scala/Java programming. It''s recommended that you have experience in dealing and working with big data and a strong interest in data science.

What You Will Learn

Install and set up Spark in your clusterPrototype distributed applications with Spark''s interactive shellPerform data wrangling using the new DataFrame APIsGet to know the different ways to interact with Spark''s distributed representation of data (RDDs)Query Spark with a SQL-like query syntaxSee how Spark works with big dataImplement machine learning systems with highly scalable algorithmsUse R, the popular statistical language, to work with SparkApply interesting graph algorithms and graph processing with GraphX

In Detail

When people want a way to process big data at speed, Spark is invariably the solution. With its ease of development (in comparison to the relative complexity of Hadoop), it''s unsurprising that it''s becoming popular with data analysts and engineers everywhere.

Beginning with the fundamentals, we''ll show you how to get set up with Spark with minimum fuss. You''ll then get to grips with some simple APIs before investigating machine learning and graph processing – throughout we''ll make sure you know exactly how to apply your knowledge.

You will also learn how to use the Spark shell, how to load data before finding out how to build and run your own Spark applications. Discover how to manipulate your RDD and get stuck into a range of DataFrame APIs. As if that''s not enough, you''ll also learn some useful Machine Learning algorithms with the help of Spark MLlib and integrating Spark with R. We''ll also make sure you''re confident and prepared for graph processing, as you learn more about the GraphX API.

Style and approach

This book is a basic, step-by-step tutorial that will help you take advantage of all that Spark has to offer.

Fast Data Processing with Spark 2

AvKrishna Sankar

Häftad, Engelska, 2016

585 kr

Skickas inom 5-8 vardagar

Handbook of Research on Social and Cultural Dynamics in Indian Cinema

AvSulagna,Krishna Sankarm. fl.

E-bok

Engelska, 2020

3 588 kr

Läs direkt efter köp

Cinema in India is an entertainment medium that is interwoven into society and culture at large. It is clearly evident that continuous struggle and conflict at the personal as well as societal levels is depicted in cinema in India. It has become a reflection of society both in negative and positive ways. Hence, cinema has become an influential factor and one of the largest mass communication mediums in the nation. Social and Cultural Dynamics in Indian Cinema is an essential reference source that discusses cultural and societal issues including caste, gender, oppression, and social movements through cinema and particularly in specific language cinema and culture. Featuring research on topics such as Bollywood, film studies, and gender equality, this book is ideally designed for researchers, academicians, film studies students, and industry professionals seeking coverage on various aspects of regional cinema in India.

Applied AI and Natural Language Processing Workshop

Explore practical ways to transform your simple projects into powerful intelligent applications

AvKrishna Sankar,Jeffrey Jackovichm. fl.

Häftad, Engelska, 2020

565 kr

Skickas inom 5-8 vardagar

With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no timeKey FeaturesLearn how to integrate Amazon’s Simple Storage Services with AI and NLP projectsGet to grips with serverless computing and its applicationsCreate intelligent applications such as chatbots and image recognition modelsBook DescriptionAre you fascinated with applications like Alexa and Siri and how they accurately process information within seconds before returning accurate results? Are you looking for a practical guide that will teach you how to build intelligent applications that can revolutionize the world of artificial intelligence? The Applied AI and NLP Workshop will take you on a practical journey where you will learn how to build artificial intelligence (AI) and natural language processing (NLP) applications with Amazon Web services (AWS).Starting with an introduction to AI and machine learning, this book will explain how Amazon S3, or Amazon Simple Storage Service, works. You’ll then integrate AI with AWS to build serverless services and use Amazon’s NLP service Comprehend to perform text analysis on a document. As you advance, the book will help you get to grips with topic modeling to extract and analyze common themes on a set of documents with unknown topics. You’ll also work with Amazon Lex to create and customize a chatbot for task automation and use Amazon Rekognition for detecting objects, scenes, and text in images.By the end of The Applied AI and NLP Workshop, you’ll be equipped with the knowledge and skills needed to build scalable intelligent applications with AWS.What you will learnGrasp the fundamentals of AI, ML, and AWSExplore the AWS command line, its interface, and its applicationsImport and export data to Amazon S3Perform topic modeling on a set of documents to analyze common themesDevelop a custom chatbot to get the latest stock market quotesCreate a personal call center and connect it to the chatbotWho this book is forIf you are a machine learning enthusiast, data scientist, or programmer who wants to explore AWS's artificial intelligence and machine learning capabilities, this book is for you. Although not necessary, a basic understanding of AI and NLP will assist with grasping key topics quickly.

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Krishna Sankar – författare

Fast Data Processing with Spark 2

Fast Data Processing with Spark 2

Handbook of Research on Social and Cultural Dynamics in Indian Cinema

Applied AI and Natural Language Processing Workshop

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