Apache Spark and Scala Training

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Instructor-Led Training Parameters

Course Highlights

  • Instructor-led Online Training
  • Project Based Learning
  • Certified & Experienced Trainers
  • Course Completion Certificate
  • Lifetime e-Learning Access
  • 24x7 After Training Support

Apache Spark and Scala Training Course Overview

An open-source and robust framework, Apache Spark and Scala provides fast processing of Big Data, helping analysts provide result-oriented analytical results in an efficient manner. Apache Spark has built-in modules for streaming, takes lesser disk space and when integrated with Scala, offers high-end analytical power to the user to process Big Data.

Multisoft Systems offer high-end Apache Spark and Scala training in Noida for aspiring data analysts, looking to master Big Data. Apache Spark and Scala certification training provides comprehensive know-how and understanding of the Big Data Ecosystem.

After completing the Apache Spark and Scala training, the professionals will be able to work with following:

  • Learn Scala programing and its use in data analysis
  • Write Spark applications
  • 4-RDD Module understanding
  • Difference between Hadoop and Apache Spark and their relative use
  • Pattern matching with Scala
  • Scala Classes concepts
  • Spark streaming
  • Spark RDD and Scala Algorithms
Target audience

This course is ideal for candidates looking for working in Big Data using Apache Spark and Scala, Data Researchers, Analysts, and Software Programmers working with data analytics.

Prerequisites

Aspirants opting for this course should have basic knowledge of Object Oriented Programming and functional programming.

Instructor-led Training Live Online Classes

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Apache Spark and Scala Training Course Content

1. Introduction to Spark

  • Limitations of MapReduce in Hadoop Objectives
  • Batch vs. Real-time analytics
  • Application of stream processing
  • How to install Spark
  • Spark vs. Hadoop Eco-system

2. Introduction to Programming in Scala

  • Features of Scala
  • Basic data types and literals used
  • List the operators and methods used in Scala
  • Concepts of Scala

3. Using RDD for Creating Applications in Spark

  • Features of RDDs
  • How to create RDDs
  • RDD operations and methods
  • How to run a Spark project with SBT
  • Explain RDD functions and describe how to write different codes in Scala

4. Running SQL queries Using SparkSQL

  • Explain the importance and features of SparkSQL
  • Describe methods to convert RDDs to DataFrames
  • Explain concepts of SparkSQL
  • Describe the concept of hive integration

5. Spark Streaming

  • Explain a concepts of Spark Streaming
  • Describe basic and advanced sources
  • Explain how stateful operations work
  • Explain window and join operations

6. Spark ML Programming

  • Explain the use cases and techniques of Machine Learning (ML)
  • Describe the key concepts of Spark ML
  • Explain the concept of an ML Dataset, and ML algorithm, model selection via cross validation

7. Spark GraphX Programming

  • Explain the key concepts of Spark GraphX programming
  • Limitations of the Graph Parallel system
  • Describe the operations with a graph
  • Graph system optimizations

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Apache Spark and Scala Training (MCQ) Assessment

This assessment tests understanding of course content through MCQ and short answers, analytical thinking, problem-solving abilities, and effective communication of ideas. Some Multisoft Assessment Features :

  • User-friendly interface for easy navigation
  • Secure login and authentication measures to protect data
  • Automated scoring and grading to save time
  • Time limits and countdown timers to manage duration.
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Apache Spark and Scala Corporate Training

Employee training and development programs are essential to the success of businesses worldwide. With our best-in-class corporate trainings you can enhance employee productivity and increase efficiency of your organization. Created by global subject matter experts, we offer highest quality content that are tailored to match your company’s learning goals and budget.

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Customized Training

Be it schedule, duration or course material, you can entirely customize the trainings depending on the learning requirements

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Be it schedule, duration or course material, you can entirely customize the trainings depending on the learning requirements

360º Learning Solution

Be it schedule, duration or course material, you can entirely customize the trainings depending on the learning requirements

Learning Assessment

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Certification Training Achievements: Recognizing Professional Expertise

Multisoft Systems is the “one-top learning platform” for everyone. Get trained with certified industry experts and receive a globally-recognized training certificate. Some Multisoft Training Certificate Features :

  • Globally recognized certificate
  • Course ID & Course Name
  • Certificate with Date of Issuance
  • Name and Digital Signature of the Awardee
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