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Spark

Apache Spark Training

Pivotalsoft is the NO.1 Spark training institute offering the best Spark training in Visakhapatnam, expert guidance and 100% placement assistance.

Are you seeking a Spark job? Are you an IT professional longing for a career change in Spark? Are you a developer looking to acquire the best Spark project support? Are you a team looking for the best Spark classroom training, online training and real-time hands-on training on Spark? Are you looking for a fast track Spark course? Are you willing to do one on one Spark training in Visakhapatnam? Are you keen to undergo live online training on Spark? Are you a college student interested to learn Spark? Do you need Spark project support on the job?

If any of these above questions is hitting your mind, Don't worry...We are here to help you with Spark course. From the day 1 until the course completion, Pivotalsoft and our well qualified tutors will provide you the unique, supportive and convenient learning environment. So, you can make use of this golden opportunity to learn a technology from the scratch until you become an expert.

About Spark Course:

With ranked as No.1 Spark Training Institute in Visakhapatnam, we have a team of highly qualified instructors with 10+ IT professional experience, mentoring the candidates for the Spark Course. This course is for students and developers who have thorough knowledge and experience on the fundamentals of Spark. This course covers the specialized topics in Spark like INTRODUCTION TO SCALA FOR APACHE SPARK, OOPS AND FUNCTIONAL PROGRAMMING IN SCALA, INTRODUCTION TO BIG DATA AND APACHE SPARK, SPARK COMMON OPERATIONS and many more.
Each session will be backed by solid theoretical explanations followed by relevant sample projects (practical) and assignments to ensure the trainee has complete knowledge on the topic. In addition to the practical application development sessions, the training also includes deployment of the application developed by the team of trainees according to the requirements into real-time servers.

Today we live in technology world. Apache Spark being an open-source framework for Bigdata has a various advantage over other big data solutions like Apache Spark is Dynamic in Nature, it supports in-Memory Computation of RDDs. It provides a provision of reusability, Fault Tolerance, real-time stream processing and many more.
Freshers (BE, BTech, BSc, BCA, MSc, MCA & any other graduates*) who want to make career as a Software developer, Engineer Developers.can also take up this course.
In Today's world everyone wants to their business to be automated and distribute over internet. World is becoming more smart and internet reached even remote areas. Most of the companies looks for Spark because of its secure, distribute, simple, maps easily to real time objects. 90% company’s choice is Spark for their business. So join Spark training in Pivotalsoft for your career growth.

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TRAINING FROM
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HANDS-ON
PRACTICALS/PROJECT

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24 X 7
EXPERT SUPPORT

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LIVE DEMO

Apache Spark Training Course Content :

SECTION 1: INTRODUCTION TO SCALA FOR APACHE SPARK

  • What is Scala?
  • Why Scala for Spark?
  • Scala in other frameworks
  • Introduction to Scala REPL
  • Basic Scala operations
  • Variable types in Scala
  • Control Structures in Scala
  • Foreach loop
  • Functions, Procedures, Collections in Scala-Array
  • ArrayBuffer
  • Map, Tuples, Lists, and more.

SECTION 2: OOPS AND FUNCTIONAL PROGRAMMING IN SCALA

  • Class in Scala
  • Getters and Setters
  • Custom Getters and Setters
  • Properties with only Getters
  • Auxiliary Constructor
  • Primary Constructor
  • Singletons
  • Companion Objects
  • Extending a Class
  • Overriding Methods
  • Traits as Interfaces
  • Layered Traits
  • Functional Programming
  • Higher Order Functions
  • Anonymous Functions and more.

SECTION 3: INTRODUCTION TO BIG DATA AND APACHE SPARK

  • Introduction to big data
  • Challenges with big data
  • Batch Vs. Real Time big data analytics
  • Batch Analytics – Hadoop Ecosystem Overview
  • Real-time Analytics Options
  • Streaming Data- Spark
  • In-memory data- Spark
  • What is Spark?
  • Spark Ecosystem
  • Modes of Spark
  • Spark installation demo
  • Overview of Spark on a cluster
  • Spark Standalone cluster
  • Spark Web UI.

SECTION 4: SPARK COMMON OPERATIONS

  • Invoking Spark Shell
  • Creating the Spark Context
  • Loading a file in Shell
  • Performing basic Operations on files in Spark Shell
  • Overview of SBT
  • Building a Spark project with SBT
  • Running Spark project with SBT
  • Local mode
  • Spark mode
  • Caching overview
  • Distributed Persistence

SECTION 5: PLAYING WITH RDDS

  • RDDs
  • Transformations in RDD
  • Actions in RDD
  • Loading data in RDD
  • Saving data through RDD
  • Key-Value Pair RDD
  • MapReduce and Pair RDD Operations
  • Spark and Hadoop Integration-HDFS
  • Spark and Hadoop Integration-Yarn
  • Handling Sequence Files and Partitioner.

SECTION 6: SPARK STREAMING AND MLLIB

  • Spark Streaming Architecture
  • First Spark Streaming Program
  • Transformations in Spark Streaming
  • Fault tolerance in Spark Streaming
  • Checkpointing
  • Parallelism level
  • Machine learning with Spark
  • Data types
  • Algorithms– statistics
  • Classification and regression
  • Clustering
  • Collaborative filtering

SECTION 7: GRAPHX, SPARKSQL AND PERFORMANCE TUNING IN SPARK

  • Spark Streaming Architecture
  • First Spark Streaming Program
  • Transformations in Spark Streaming
  • Fault tolerance in Spark Streaming
  • Checkpointing
  • Parallelism level
  • Machine learning with Spark
  • Data types
  • Algorithms– statistics
  • Classification and regression
  • Clustering
  • Collaborative filtering

SECTION 8: A COMPLETE PROJECT ON APACHE SPARK

  • Spark Streaming
  • Kafka (for messaging)
  • HDFS (for storage)
  • Core Spark API (for aggregation)

ABOUT THE TRAINER:

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Spark is an open source parallel processing framework for running large-scale data analytics applications across clustered computers. ... Apache Spark can process data from a variety of data repositories, including the Hadoop Distributed File System (HDFS), NoSQL databases So, to know this tool inside out an expert who knows everything about the tool is required. Pivotalsoft has the best trainer who knows all these type of tools inside out and works on it effectively. He has an experience of 4 years in handling the tools like these. He even gave a lot of workshops to the software employees regarding these type of tools and made them efficient to learn and use them in their work.

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