Apache Spark Novice to Professional Training Course

2491 registered students with an average rating of 5.0
  •  

    Demo Class

    • It just takes 15 seconds to register for a free webinar on Apache Spark Novice to Professional Course

  •  

    Course Summary

    • After taking this class you will be able to:

      • Describe Spark’s fundamental mechanics
      • Use the core Spark APIs to operate on data
      • Articulate and implement typical use cases for Spark
      • Build data pipelines with SparkSQL and DataFrames
      • Analyze Spark jobs using the UIs and logs
      • Create Streaming and Machine Learning jobs

  •  

    Course Duration

    • Training from the Masters for Apache Spark.

       

      As the course is in huge demand. You can take the course at your own pace using videos and training material.

      Alternatively you can pick the live training program from our elite instructor Mr. Srinivas Nelakuditi. As Srinivas classes are in great demand, we might put you into a waiting list.

  •  

    Course Objectives

    • This learn at your own pace course is for Software Developers, Information Technology teams, data engineers, analysts, architects; software engineers; IT operations; and technical managers interested in a thorough, hands-on overview of Apache Spark.

      The course covers the core APIs for using Spark, fundamental mechanisms and basic internals of the framework, SQL and other high-level data access tools, as well as Spark’s streaming capabilities and machine learning APIs.

      Each topic includes slide and lecture content along with hands-on use of Spark through an elegant web-based notebook environment. Inspired by tools like Zeppelin notebooks allow attendees to code jobs, data analysis queries, and visualizations using their own Spark cluster, accessed through a web browser. All class code is directly usable with pure open-source Spark or any commercial Spark distribution.

      Objectives

      After taking this class you will be able to:

      • Describe Spark’s fundamental mechanics
      • Use the core Spark APIs to operate on data
      • Articulate and implement typical use cases for Spark
      • Build data pipelines with SparkSQL and DataFrames
      • Analyze Spark jobs using the UIs and logs
      • Create Streaming and Machine Learning jobs

      Modules

      • Spark Overview and Market Demand
      • RDD Fundamentals and Features
      • SparkSQL and DataFrames for quick analytics
      • Spark Job Execution and Tracking Jobs
      • Cluster Architectures for Spark and Scaling Up
      • Intro to Spark Streaming and dealing with Data in Motion
      • Machine Learning Basics and Predictive Analytics

  •  

    Additional Notes

    • All course material will be provided by your instructor.

  •  

    Who can attend this course?

    • If you want to master data programming and if you want to make your data work for you. You can enroll in the program.

      We will brush your Java Skills to get you maximum mileage from this program.

  •  

    Course Outline

    • MODULE 1
      Spark Overview
      LECTURE
      • Spark Opportunity and Solution
      • Capabilities and Ecosystem
      • Spark Components vs Hadoop
      HANDS-ON
      • Databricks Lab Environment
      • Working with Notebooks
      • Spark Clusters and Files
      MODULE 2
      RDD Fundamentals
      LECTURE
      • Purpose and Structure of RDDs
      • Transformations, Actions, and DAG
      • RDD programming API
      HANDS-ON
      • Creating RDDs from Data Files
      • Reshaping Data to Add Structure
      • Interactive Queries Using RDDs
      MODULE 3
      Spark SQL / Dataframes
      LECTURE
      • Spark SQL and DataFrame Uses
      • DataFrame / SQL APIs
      • Catalyst Query Optimization
      HANDS-ON
      • Creating DataFrames
      • Query with DataFrame API and SQL
      • Caching and Re-using DataFrames
      • Generating Graphics and Reports
      MODULE 4
      Spark Job Execution
      LECTURE
      • Jobs, Stages, and Tasks
      • Partitions and Shuffles
      • Data Locality
      • Job Performance
      HANDS-ON
      • Visualizing DAG Execution
      • Observing Task Scheduling
      • Understanding Performance
      • Measuring Memory Usage
      MODULE 5
      Clustering Architecture
      LECTURE
      • Cluster Managers for Spark: Spark
      Standalone, YARN, and Mesos
      • Understanding Spark on YARN
      HANDS-ON
      • Tracking Jobs through the Cluster UI
      • Understanding Deploy Modes
      • Specifying Executors, Cores, Memory
      MODULE 6
      Spark Streaming
      LECTURE
      • Streaming Sources and Tasks
      • DStream APIs and Stateful Streams
      • Reliability and Fault Recovery
      HANDS-ON
      • Creating DStreams from Sources
      • Operating on DStream Data
      • Viewing Streaming Jobs in the Web UI
      MODULE 7
      Machine Learning
      LECTURE
      • Basic Principles of Machine Learning
      • Spark ML API Patterns
      • Built-in Featurizing and Algorithm APIs
      LECTURE
      • Featurizing and Learning with RDDs
      • ML Using Pipelines and DataFrames

  •  

    Course Testimonials

      • Online delivery rocks. -Ebay Inc.
      • Virtual class room of Vulab has allowed our employees to attend the training from any location. -Rigus Inc.
      • I got my break into IT industry with Vulab. -Jawahar.
      • After my Spring Hibernate training from Vulab, I have become very productive at my work and was able to execute projects at faster pace and stable code base. - Manager at Cisco
  •  

    Free Online Video Access

    • All registered student's can attend the live sessions and have free access to videos during training. Vulab provides every student with access to our fantastic student tool TrainingramTM. Student's can attend the live session with live instructor and ask any questions. They can also review the class by viewing the same session in HD format using TrainingramTM. Student's can access the course resources at any time from any device. TrainingramTM supports your Apple Iphone or Apple Ipad or any other mobile device or PC.

      • Access student projects online using TrainingramTM from your pc or tablet.
      • Access class notes in PDF format using TrainingramTM
      • Access Course Videos and Prerequisite videos online using TrainingramTM
      • Ask any question to your instructor using Forum
  •  

    Online Vulab Student's only Forum

    • Every student will have access to Forum specially dedicated for the service of Vulab Student's. A student can post questions to the forum as well as browser the questions and answers posted by other students.

  •  

    key Features

    • The complete Spark Hadoop cluster will be installed on your laptop or your own cloud account

      Spark streaming and Spark Predictive analytics are worked with real world data and complete use case to working solution.

      You will be trained by excellent guru Mr.Srinivas Nelakuditi.

  •  

    Testimonials

    • Spark training is excellent. I could throw away 80% of my Map Reduce code and replace with powerful Spark code.

      - Pankaj, AT&T

  •  

    Trademark Notice

    • All TradeMarks belong to thier respected owners.

Take this course

Step 1: Choose a Plan

LEARNER

$1,499.00

  • Apache Spark Novice to Professional Live Instructor led Training +
  • Free E-Learning platform access during training

CERTIFIED PROFESSIONAL

$2248.50

  • VERIFIED CERTIFICATE +
  • Apache Spark Novice to Professional Live Instructor led Training +
  • Free 1 Year E-Learning platform access

CERTIFIED PROJECT PROFESSIONAL

$2848.10

  • PROJECT +
  • VERIFIED CERTIFICATE +
  • Apache Spark Novice to Professional Live Instructor led Training +
  • 1 Year E-Learning platform access

SUPPORTED CERTIFIED PROJECT PROFESSIONAL WITH E-LEARNING

$3747.50

  • E-Learning platform lifetime access +
  • Audit course multiple times +
  • 4 Hours of One to One instructor support +
  • PROJECT +
  • VERIFIED CERTIFICATE +
  • Apache Spark Novice to Professional Live Instructor led Training

Step 2: Choose a Schedule

Step 3: Register