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Course Overview               Course Syllabus B ig Data Career Opportunity
Certification
Big 
Data
Data Scienc
Big Data Training in Chennai e
Big Dat
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Are you looking for training in big data analytics? BITA Academy provides Big Data IoT
Training in  Chennai, enabling you to obtain an in-depth understanding of data 
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analysis. You will gain the ability  to analyze large sets of data, extract information n
(such as hidden patterns, data connectedness,  market trends, and customer Mean Stac
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preferences) and then help individuals or businesses make decisions  based on the Full Stack Develo
trends that have been analyzed. per
What is Big Data Analytics?
Big data describes data sets too big or intricate for conventional data-processing 
application  software to handle. Big data analytics is the application of cutting-edge 
analytical methods to  massive, heterogeneous data sets that comprise structured, 
semi-structured, and unstructured  information. These data sets can range in size 
from terabytes to zettabytes and come from many  sources.
Roles and Responsibilities of Big Data Analytics
Prominent data analysts must locate, gather, analyze, visualize, and 
communicate market  data to inform future business decisions.
Data extraction from primary and secondary sources using automated 
technologies  cleaning up corrupted data, resolving coding issues, and other 
relevant issues
Rearranging data in a usable way through the creation and Maintenance of 
databases and  data systems
Analyzing data to determine its value and quality
Review reports and performance indicators to filter data and find and fix 
coding issues.
It is finding, analyzing, and interpreting patterns and trends in large, 
complicated data sets  that may be useful for diagnosis and forecasting using 
statistical tools.
It creates reports for the management, including projections, trends, and 
patterns based on  pertinent data.
Syllabus of Big Data Analytics
PART 1 : INTRODUCTION
CCA 175 Spark and Hadoop 
Developer  PART 2 : GET STARTED
Introduction and 
Curriculum
How to Set up 
Environment in different ways
-Options
-Local
- Cloudera Quickstart VM
- Using Windows
- Putty and WinSCP
-Cygwin
HDFS Quick Preview
YARN Quick 
Preview  Setup 
Data Sets
PART 3 : Big Data 
HADOOP CONCEPTS
Hadoop 
Commands
PART 4 : 
FUNDAMENTALS of 
SCALA
Introduction and Setting 
up of Scala  How to Setup Scala 
on Windows
Understand Basic Programming 
Constructs  Know about Function
Object Oriented Concepts
Types of Collections –  Sequence, Set and 
Map  Understand how to filter and sort in 
mapreduce program  Set up Data Sets for Basic 
I/O Operations
Basic I/O Operations
How to use Scala 
Collections APIs  Understand 
the concepts of Tuples  
Understand Development 
Cycle
- Develop Source code
- Compile the source 
code to jar using SBT
- Setup SBT on Windows
- Compile changes and 
run jar with arguments
-Setup IntelliJ with Scala
-Develop Scala 
application using SBT in IntelliJ
PART 5 : DATA INGESTION – 
APACHE SQOOP
Introduction and 
Objective
How to Access Sqoop 
Documentation  Preview of 
MySQL on labs
Sqoop connect string and validate using list 
commands  Run queries in MySQL using eval
Sqoop Import
- Simple Import
- Execution Life Cycle
- Manage Directories
- Use split by
- auto reset to one mapper
- Different file formats
- How to Use compression
- How to Use Boundary Query
- columns and query
- Delimiters and handling nulls
- Incremental Loads
Sqoop Import –  Hive
- Create Hive Database
- Simple Hive Import
- Managing Hive tablesImport all tables
Role of Sqoop in typical data 
processing life cycle  Sqoop Export
- Simple export with delimiters
- Lets Understand export behaviour
- Column Mapping
- Update and insert
- Stage Tables
PART 6 : TRANSFORM,STAGE,STORE – SPARK
Introduction to Spark
How to Set up Spark on 
Windows  overview about Spark 
documentation
Initialise Spark job using 
spark shell
Create and preview data from Resilient Distributed 
Data Sets (RDD)  How to Read different file formats
Transformations Overview
Manipulate Strings
Row level transformations using 
map and flatM  So How to Filter the 
data
How to Join 
data sets  
Aggregations
- Getting 
Started
- using 
actions (reduce 
and countByKey)
-
understanding 
combiner
- least 
preferred API for 
aggregations
- How to use 
reduceByKey
- How to use 
aggregateByKey
Sort data using 
sortByKey  Global 
Ranking
Key Ranking
So How to Utilise 
Get topNPrices and Get 
topNPricedProducts
How to Get 
topNproducts by 
category using 
groupByKey, flatMap 
and Scala function
Set Operations –  union, intersect, distinct as 
well as minus  Save data in Text Input Format 
using Compression
Save data in standard file formats
Revision of Problem Statement and 
Design the solution  Steps for Solution –  Get 
Daily Revenue per Product
- Launch Spark Shell
- Read and join orders and order_ items
- Compute daily revenue per product id
- Read products data and create RDD
- Sort and save to HDFS
-Add spark dependencies to sbt
- So Develop as Scala based application
-Run in local host using spark-submit
- Ship and run it on big data cluster
PART 7 : DATA ANALYSIS – SPARK SQL OR HQL
How to run Hive queries through 
different interfaces  Create Hive tables
How to load data in text 
file format  Do you know to 
load ORC file format  How to 
Use spark- shell
Functions
So How to Manipulate 
Strings and Dates in Functions
So How to Use Aggregation and CASE in 
Functions  Understand the ways to do Row 
level transformations  Joins
Aggre
gations  
Sorting
Analyt
ics 
Functions
Windo
wing 
Functions
So Create Data Frame and Register as 
Temp table  How to Write Spark SQL 
Applications
Dataframe Operations for Analytics
PART 8 : Data Ingest – Real time, near real 
time and streaming analytics
Introductio
n  Overview of 
Flume
Flume –  
Web Server 
Logs to HDFS
-
Introduction
- Setup 
Data
- Source 
execution
- Deep dive 
to memory 
channel
Flume –  
Web Server 
Logs to HDFS –  
Sink HDFS
- Getting 
Started
-
Customize 
properties
High Level 
Architecture of 
Kafka
Flume and Kafka in 
Streaming analytics  Spark 
Streaming
-Overview
- Set up netcat
- Develop Word Count 
program
-Ship and run word count 
program on the cluster
-Data Structure (DStream) 
and APIs overview
How to stream data pipelines through 
Project Demo  Flume and Kafka integration
- Develop configuration file
- Run and validate
Know about Kafka and Spark 
Streaming
-Add dependencies
- Develop and build application
- Run and Validate
PART 9 : Sample scenarios with solutions
Introduction to Sample Scenarios 
and Solutions  Problem Statements
Initialise the job
So How to Get crime count per 
type per month
- Lets Understand the Data
- Implement Core API and Data 
Frames logic
-Validate the Output
So How to Get inactive customers
- How to Use Core Spark API (left 
Outer Join)
- How to Use Data Frames and SQL
Top 3 crimes in RESIDENCE
- How to Use Core Spark API
Who wi-llH boew m tyo  TUrsaei nDear?ta Frames and SQL
Convert NYSE data from text file 
We wfoilrlm aarrta ntog ep aforqr uae tc ofiulen sfeolrlminagt session with you first to understand your 
requirements and  based on it, we will allot any one of our trainer who are 
Get word count –  with custom 
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format
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Certification Training
Do i need to hold a laptop to attend classroom 
One stands a greater chance of being called in for a job interview if you have an 
extetnrsaiivnein dg?a t aW  icll eyrotuifi hcealtpio mn.e  Tinh et hme ossotf tewxacreel liennst aallpaptriona ch to establishing your skills 
in the field is through  certification. It will provide you an advantage over people with 
the sparomce sasc?a  dDeom yico uc roefdfenr taianlsy.  c oEuxtresnes mivea tdearitaal sc?ertification gives professionals with 
non-technical backgrounds the push they  need to succeed in the field. Candidates 
can Sghaainll  pi ruascet iBcaITl Ac ocnlassisdreoroambl efa dcailtitay  efxopr eprrieanctciese t hrough a  certification course. This 
prepares them for the workforce and a productive extensive data career.  You’ll gain 
the cseosnsfiiodnesn?c e W toha pta assb oyuotu trh ex caomuirnsaet iofeness w? ith BITA’s Big Data Training in Chennai.
IBM Certified Data 
Will i get any certificate after the completion of the 
Architect  IBM Certified 
coDuarstea? E  nIgs itnheeerre any group discounts available?
MCSE: Data Management and 
Do you offer Corporate Training for this course?
Analytics  Hortonworks Big Data 
Analytics Certification
EMC Data Science and Big Data Analytics 
RelCaetrteificdat ion  Oracle Business Intelligence
CourseCsloudera Certified Professional
Microsoft Data Analyst Associate 
Certification
Job Opportunities in Big Data 
Analytics
Big data has a bright future, giving organizations greater access to vast 
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Rating: Rating:
career opportunities are available. There is a vast supply gap as the demand for  
analytical skills rises quickly. This isn’t just happening in one place; it’s happening all 
around the  planet. Even though working in data analytics is a “popular” career, 
there are still many open  vacancies because of a lack of qualified candidates 
worldwide. The average yearly pay for a  prominent data analyst in India is 6.7 lakhs, Courses            Blog Quick 
with salaries ranging from 3.0 lakhs to 17.8 lakhs. LinksData Science
About Us
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The following are some of the job positions in Big Data 
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BITA –  Best IT Academy is a leading IT training hub driven by 
Analytics  Big Data Engineer
IT  professionals. We offer a competent platform to enable Contact
pBoigw Deraftual  aAnnda l ypsotsitive transformation in IT for better career 
Dopaptao rStcuineintyti satn d   advancement.
Data 
Ramapuram Madipakkam
5/48, AVnaallluyvsatr No:1/37, Bharathiyar 
SBaigla Di,a  ta Analytics Engineer  Street,  Moovarasampet 
Ramapuram,  Madipakkam,  Chennai 
ChennBaigi  6D0a0t a Architect 600 091.
0Ph8o9n. e: +91 9566 00 Phone: +91 9176 00 
W46h16y should you 4616
select us?
You will know to analyze large data sets and visualize them once you complete the 
Big Data  Training in Chennai.
We offer the Best Big Data Training for Professionals and students who want to start 
Nearby Locations: Ramapuram, DLF IT Park, Valasaravakkam, Adyar, Adambakkam, Anna Salai, Ambattur, Ashok Nagar, Aminjikarai, Anna Nagar, Besant 
their  careers in Big Data and Analytics. Nagar, Chromepet,
OCuhr otorlaaiimneerd’us,  tGeuaincdhyi,n Egg mskoirlel ,i sK .Ke.x Ncaegllaer,n Kt,o daanmdb tahkekaym a,r eEk vkeatrtyu tphoanligteal ,w Khilepanu kc,l eMaerdianvga kkam, Nandanam, Nungambakkam, Madipakkam, Teynampet, 
Nanganallur,  Mylapore, Pallavaram, OMR, Porur, Pallikaranai, Saidapet, St.Thomas Mount, Perungudi, T.Nagar, Sholinganallur, Triplicane, Thoraipakkam, 
doubts.  We conduct mock tests that will be useful for your Big Data 
Tambaram, Vadapalani, Villivakkam,  Thiruvanmiyur, West Mambalam, Velachery and Virugambakkam.
Interview Preparation.
Even after completing Cyoopuyrr iBgihgt sD ©a t2a0 T2r3a Biniitn Pga rikn P Crihvaetnen Laiim, iytoedu   w· i lPl rgiveatc yli fPeotliicmy e   ·s  uApllp Roigrth ts Reserved   ·  Made in BIT 
Park Pvt Ltd
from  us.
We know the IT market, and our Big Data Analytics content aligns with the latest 
trend.  We provide classroom training with all essential preventative 
precautions.
We provide Big Data Analytics Online training on live meetings with recordings.
Frequently Asked Questions