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Apache Spark Essential Training

Apache Spark is a powerful platform that provides users with new ways to store and make use of big data. In this course, get up to speed with Spark, and discover how to leverage this popular processing engine to deliver effective and comprehensive insights into your data. The trainer will how you  how to analyze data in Spark using PySpark and Spark SQL, explores running machine learning algorithms using MLib, demonstrates how to create a streaming analytics application using Spark Streaming, and more.
Topics include:

  • Understanding Spark
  • Reviewing Spark components
  • Where Spark shines
  • Understanding data interfaces
  • Working with text files
  • Loading CSV data into DataFrames
  • Using Spark SQL to analyze data
  • Running machine learning algorithms using MLib
  • Querying streaming data
  • Data Streaming with Apache Kafka


SSG SkillsFuture Credit Applicable for Individual

SSG WSG SkillsConnect WDA Absentee Payroll for Company

Course Code: CRS-N-0034982

Course Booking

$298.00

Course Date

Course Time

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Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.

Course Details

Module 1: Overview of Apache Spark

  • Understanding Apache Spark
  • History of Apache Spark
  • Apache Spark Architecture
  • Install Apache Spark on Local Computers
  • Databricks

Module 2: Exploring Data

  • Data Interface
  • RDD Basic Operations
  • Import Data
  • Actions and Transformations
  • Saving Results

Module 3: Analyzing Data

  • Select and FIlter Data
  • Aggregate Data
  • Save Data

Module 4: SparkSQL

  • Creating Tables
  • Querying Data 
  • Visualizing Data

Module 6: Spark Streaming

  • Streaming Setup
  • Querying Streaming Data

Who Should Attend

  • Data Scientists
  • Data Analysts
  • Big Data Analysts

Prerequisite

Basic knowledge of Python is assumed

Trainers

Big Data TrainerSunny Prakash is a Big Data Architect with Programming Background . He has around 7 years of IT experience. He has worked on Various Enterprise level solution. He is skilled in Cloud computing and Big Data Solution building in various Industrial sector and domain.

With an Strong background in Coding skills, he has a strong grips on Java,Python ,Scala ,HTML,JavaScript, Node Programming. Data Science is another specification where he has worked with larger Enterprises for finding their Data Insight and building Machine Learning mode

Cyber Security TrainerDr. Sarita Singh received her Ph.D. degree for her work done in the area of Information Security. She is the recipient of the prestigious Infosys fellowship for pursuing her Ph.D. Programme. She has more than twenty-five years of teaching and research experience in Singapore, Malaysia and India in the field of Programming, Information Security, Web-application Development, Computer Networks and Engineering related modules.

She has presented papers at several National and International Conferences and has written articles for magazines. She has authored text-books for Engineering courses as well.

Customer Reviews (1)

Will RecommendReview by LIU YANG
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Nil (Posted on 6/19/2017)

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