Advanced Big Data Professional (ABDP)

Upcoming Batch
21 to 25 Mar 2021
Online ‘Live’
9:30am to 5:30pm
Singapore Timezone

4 Sessions / 32-Hours


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19 to 22 Apr 2021
Online ‘Live’
9:30am to 5:30pm
Singapore Timezone

4 Sessions / 32 Hours


Apply Now

18 to 21 May 2021
Online ‘Live’
9:30am to 5:30pm
Singapore Timezone

4 Sessions / 32 Hours


Apply Now


Course Information
  • Duration: 4-Day / 32 Hours

  • Certification: Participants will receive a Certificate of Competency upon successfully completing the course and passing the examination

  • Who Should Attend: Data Analyst, Finance Analyst, HR Analyst, Software Engineers, Database Administrator, CIO or Anyone interested in pursuing a career in Big Data, Data Analytics, and Data Engineering

Course Objective

Acquiring advanced knowledge and skills on how to use Hadoop in Big Data to identify correlation and causation statistically valid models as part of their organisation strategic decision making and planning.


Pre-Requisite

It is preferred that participants successfully completed and pass Data Analytics Essentials (DAE)



Examination

Participants are required to attempt an examination upon completion of course. This exam tests a candidate’s knowledge and skills related to Big Data and Hadoopbased on the syllabus covered


Module 1 Data Types and Relational Database Management System (RDBMS)

Topics Covered
  • Data Types & RDBMS Concepts
  • Structured Query Language – SQL Basics
  • Data Warehousing Concepts
  • Data Modeling Concepts

Module 2 Introduction to Big Data and Hadoop

Topics Covered
  • Introduction to Big Data and Hadoop
  • Hadoop Architecture
  • Hadoop Deployment
  • Hadoop Troubleshooting
  • Introduction to Hadoop Distributed File System (HDFS)
  • Introduction to MapReduce

Module 3 Processing Data in Hadoop

Topics Covered
  • Overview on MapReduce
  • When to Use MapReduce
  • Introduction to Spark
  • Components and Concept of Spark
  • Understanding Abstraction
  • Working with Pig
  • Overview on Hive
  • Apache Hive – Hive Query Language

Module 4 Fundamentals to NoSQL Data Management for Big Data

Topics Covered
  • Introduction to NoSQL
  • Concepts of NoSQL
  • Key-Value Stores
  • Document Stores
  • Object Data Stores
  • Graph Databases

Module 5 Real-Time Data Processing with Hadoop

Topics Covered
  • Understand Stream Processing
  • Introduction to Apache Storm
  • Understanding Storm Architecture and Topologies
  • Integration Storm with HDFS
  • Integration Storm with HBase

Module 6 Spark Streaming

Topics Covered
  • Overview on Spark Streaming
  • Spark Streaming with Simple Count
  • Spark Streaming with Multiple Inputs
  • Maintaining State
  • Windowing in Spark Streaming
  • Streaming vs. ETL Code
  • Batch Analytics with Spark
  • SparkSQL and DataFrame
  • DataFrame APIs and SQL API

Module 7 Visualizing in Big Data

Topics Covered
  • Big Data Visualization Tools
  • Quick Overview on the Different Chart Types
  • Using Python to Visualize Data

Advanced Big Data Professional (ABDP) involves rigorous usage of real-time case studies, hands-on exercises and group discussions



What Past Participants Say
The case study discussion during the course by CASUGOL trainer provides participant with the much required insights on the subject matter.

Vernon Tan

CASUGOL training provide participants with lots of real-time hands-on activities. Participants also received personal coaching in class by CASUGOL trainers with lots of experience.

Savita K. Sugathan

Why CASUGOL

Customization of Programs for specific industry, organisation, government agencies, statutory boards.


Flexible programmes designed to cater to the individual needs of participants, whether for professional upskilling, or for general interest.

Benefit from contribution from leading Industry Experts, Academics, and Researchers from across the world.


Opportunities for employers to develop their workforce and for individuals to enhance their career.

Dynamic learning environment that providing participants with professional networking opportunity.


Online support for participants after the training.

Explore More Courses
Certification Programs
Data Analytics Essentials (DAE)

Advanced Data Science Professional (ADSP)

Advanced Big Data Analytics Expert (ABDE)
Executive Workshops
Data Analytics Overview
(DAO)


Human Capital Analytics Overview (HCAO)

Behavioural Analytics Essentials
(BeAE)


Data-Driven Business Model
(DDBM)

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