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ABOUT THIS COURSE
The Apache Spark and Scala certification training is designed to prepare you for the Cloudera Hadoop and Spark Developer Certification exam (CCA175). You'll gain in-depth knowledge of Apache Spark and the Spark Ecosystem, including Spark RDD, Spark SQL, Spark MLlib, and Spark Streaming. You will get thorough knowledge about Scala programming language, HDFS, Sqoop, Flume, Spark GraphX and messaging system like Kafka.
DESCRIPTION
ABOUT THE APACHE SPARK AND SCALA ONLINE COURSE
The Apache Spark certification training course is designed to give you the knowledge and skills to become a successful Big Data & Spark developer. This training will help you pass the CCA Spark and Hadoop Developer (CCA175) exam. You will understand the basics of Big Data and Hadoop. You will learn how Spark enables in-memory data processing and runs much faster than Hadoop MapReduce. You will also learn about RDD, Spark SQL for Structured Processing, different APIs offered by Spark like Spark Streaming, Spark MLlib. This course is an integral part of a Big Data developer's career path. It will also cover fundamental concepts like capturing data with Flume, loading data with Sqoop, a messaging system like Kafka, etc.
WHAT ARE THE OBJECTIVES OF OUR SPARK ONLINE TRAINING COURSE?
Spark Certification Training is designed by industry experts to make you a certified Spark developer. The Spark Scala course offers: Overview of Big Data and Hadoop including HDFS (Hadoop Distributed File System), YARN (Another Resource Negotiator) Comprehensive knowledge of various tools found in the Spark ecosystem such as Spark SQL, Spark MlLib , Sqoop, Kafka, Flume, and Spark Streaming The ability to ingest data into HDFS using Sqoop & Flume, and parse those large data sets stored in HDFS The power to handle data in real time via a publish message system -subscription as Kafka Exposure to many real-life industries. based projects to be executed using Edureka's CloudLab projects which are diverse in nature spanning banking, telecommunications, social media,
CHARACTERISTICS OF THIS COURSE
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Course language:English with English subtitles
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Created by:edureka!
CONTENTS OF THIS COURSE
INTRODUCTION TO BIG DATA HADOOP AND SPARK. Learning Objectives: Understand Big Data and its components, such as HDFS. You will learn about Hadoop Cluster Architecture, Introduction to Spark, and the difference between batch processing and real-time processing. Topics: What is Big Data? Big Data Customer Scenarios Limitations and Workarounds of Existing Data Analytics Architecture with Uber Use Case How Does Hadoop Solve the Big Data Problem? What is Hadoop? Preview Key Features of Hadoop Hadoop Ecosystem and HDFS Main Components of Hadoop Knowledge of Rack and Block Replication YARN and its Advantage Hadoop Cluster and its Architecture Hadoop: Different Cluster Modes Hadoop Terminal Commands Preview Big Data Analysis with Processing by batch and real-time Why do you need Spark? What is the spark? How does Spark differ from other frameworks? Spark on Yahoo!
INTRODUCTION TO SCALA FOR APACHE SPARK . Learning Objectives: Learn the basics of Scala required to program Spark applications. You will also learn about basic Scala constructs such as variable types, control structures, collections such as Array, ArrayBuffer, Map, Lists, and many more. Topics: What is Scala? Preview Why Scala for Spark? Scala in other frameworks Introduction to Scala REPL Basic Scala operations Variable types in Scala control structures in Scala Preview Foreach loop, collections of functions and procedures in Scala- Array ArrayBuffer, Map, Tuples, Lists and more Practical: Scala REPL Demo detailed Get detailed curriculum in your inbox Download Curriculum
FUNCTIONAL PROGRAMMING AND CONCEPTS OF OOP IN SCALA. Learning Objectives: In this module, you will learn about object-oriented programming and functional programming techniques in Scala. Topics: Functional Programming Higher Order Functions Anonymous Functions Class in Scala Preview Getters and Setters Properties of Custom Getters and Setters with Getters Helper and Primary Constructor Singletons Extending a Class Preview Override Methods Traits as Interfaces and Traits Layered Practical: Concepts of OOPs Functional Programming. Click on the "go to course" button to learn more details at edureka!
DEEP DIVE INTO APACHE SPARK FRAMEWORK. Learning Objectives: Understand Apache Spark and learn how to develop Spark applications. In the end, you will learn how to perform data ingestion using Sqoop. Topics: Spark's place in the Hadoop ecosystem Spark components and architecture Preview Spark deployment modes Introduction to Spark Shell Write your first Spark job using SBT Submit Spark UI data ingestion Job Spark Web Using Sqoop Hands-On Preview: Building and Running the Spark Application Spark Web Application UI Configuring Spark Properties Data Ingestion Using Sqoop . Click on the "go to course" button to learn more details at edureka!
Advantages
Outstanding advantages of edureka courses!
live instructors
Instructor-led sessions will address all your concerns in real time.
lifetime access
Unlimited access to the course's online learning repository.
Real cases
Develop a project with live accompaniment, based on any of the cases seen
Tasks
In each class you will have practical tasks that will help you apply the concepts taught.
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About the virtual courses of edureka!
AulaPro is a portal that brings together a selection of the best online courses from different world-renowned platforms. One of them is edureka! AulaPro's function is to inform its users of the best alternatives available on the Internet, so that they can find different options in one place and make a decision within various possibilities. The objective is that the user finds the course of his interest and then clicks on the button that he will find on the page of the course in AulaPro, to be directed to the page of said course where he can obtain more information and if it is his decision , start your study on the platform that offers it. AulaPro is not responsible for any claim, complaint or suggestion, which may be sent through the channels provided by each E-Learning platform.
Remember that AulaPro is an information medium that curates the best online courses, available on different world-renowned platforms. For this reason, it is not responsible for any claim on the published courses, for which the user must always resort to the channels available for each E-learning platform to submit requests, complaints or claims.
In the case of edureka!, if you are subscribed to one of its courses, a three (3) day money back guarantee is offered with no questions asked on all courses. The refund must be claimed within 3 days of registration. It will always be the user's responsibility to review the service conditions of the platform that offers the course of interest and its latest provisions.
Once you are registered on the platform edureka! To obtain a Certificate for one of their courses, you will have access to all the course resources: videos, quizzes and programming tasks (when the course is designed that way). edureka! It offers a personalized follow-up with live instructors who clear up doubts, and generally the courses will have specific start dates.
That's how it is! the courses you take at edureka! they are completely online, you do not need to go anywhere at any time. From your home, wherever you are, you can educate yourself with the most professional instructors, who will be in constant contact to help you complete your study. In fact, edureka! It has one of the highest course completion rates among the platforms, so you will have a better chance of meeting your goal. You can access your lessons, readings and homework at any time and anywhere through the Internet, from your laptop, tablet or mobile device, thanks to edureka! It has an app for both Android and IOS.
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All edureka instructors are industry professionals with a minimum of 10-12 years of relevant IT experience. They are experts in each subject covered by the course and are trained by edureka to provide a high-level learning experience for students.
Something outstanding about taking a course with edureka! is that you not only have access to all the material and contents of it for life, but also to the support team, which will be available 24 hours a day, 7 days a week. The team will help you resolve queries, during and after the course.
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COURSE DETAILS
- DELIVERY SCHEDULE: Live online classes, accompanied by instructor
- ACCESS TIME Lifetime access to the course (and updates)
KEY ASPECTS OF THIS STUDY
- Spark is popular with leading companies like Microsoft, Amazon, and IBM. LinkedIn, Twitter and Netflix are few companies that use Scala
- Global Spark Market Revenue Will Grow To $4,2 Billion By 2022 With A CAGR Of 67% - Marketanalysis.com
- Median salary is $108,366 - Indeed.com
Who develops this course?
edureka!
Bengaluru, India
The goal of edureka! is to create an alternative platform for students who want to continue and complete courses through live online courses, using a team of ridiculously committed educators who will stop at nothing to deliver education, aided by a 24x7 support system . By deploying our team of world-class industry experts. With a methodology of live classes and practically personalized instructors, edureka! seeks to educate our students with the skills they need to advance their professional life to the next level.
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