Big Data with Spark and Hadoop Training Overview

Training in Big Data with Spark and Hadoop provides professionals with the necessary tools to manage large volumes of data with the help of industry-defining frameworks. 

The program deep dives into distributed storage of Hadoop through HDFS, parallel processing by MapReduce and real time lightning fast in memory computing by Spark.Students learn to ingest data with Hive and Pig, create scalable pipelines and deploy Spark streaming.

Practical projects replicate the scenarios of an enterprise, ETL pipelines to machine learning integrations.Get enrolled and turn raw data into actionable insights and start a data engineering future-proof career.

Why Choose Gyansetu’s Big Data With Spark and Hadoop Training?

Gyansetu is a globally accredited training to unlock your potential in the rapidly expanding big data sector and acquire practical mastery and fast career growth.

  1. Industry-Relevant Curriculum: Trains you on the most recent Hadoop ecosystem, Spark 3.x optimizations, and practical applications of both, such as Kafka and Kafka Streams, so you can graduate job-ready to work at a Fortune 500 company.
  2. Expert-led Training: Study under data engineers of leading companies with over 10 years of experience who provide real-world knowledge not found in books.
  3. Hands-On Projects: Develop 15+ enterprise-level projects, including scalable ETL pipelines or live dashboards, polishing the skills that employers want.
  4. Guaranteed Job Assistance: 95 percent placement rate with connections to the world-renowned technology companies, such as Amazon, Google, and Accenture, as well as resume-building and mock-interviews.
  5. On-demand Global Reach: Live online classes, self-paced courses, and 24/7 services- ideal to those professionals globally who keep up at their own pace.
  6. Lifetime updates: The course will be updated free of charge to ensure you remain on top of the current trends in big data as AI and the cloud transform the world.

big-data-with-spark-and-hadoop-training

Key Highlights

100% Placement Support
Free Course Repeat Till You Get Job
Mock Interview Sessions
1:1 Doubt Clearing Sessions
Flexible Schedules
Real-time Industry Projects

Placement Stats

stats
Maximum salary hike
100%
Average salary hike
50%

Our Alumni in Top Companies

Placement Highlights

Pradhuman Pandey
80 % Hike
Lead Associate
WNS
Technical Lead
GSPANN
Sevika Thakran
58 % Hike
Corporate Salary Manager
Kotak Mahindra Bank
Dataflow Engineer
Clearwater Analytics

Batches Timing for Big Data Hadoop Certification

Track Weekdays (Tue-Fri) Weekends (Sat-Sun) Fast Track
Course Duration 3-4 Months 4-5 Months 30 Days
Hours Per Day 1-2 Hours 2-3 Hours 5 Hours
Training Mode Classroom/Online Classroom/Online Classroom/Online

Big Data Hadoop Certification

Upon program completion, Gyansetu offers a highly esteemed Big Data with Spark and Hadoop Certification which is a recognized certification of knowledge in HDFS, MapReduce, Spark Core, Spark SQL, and ecosystem tools such as Hive, Pig, and Kafka.

This professional award is an industry-approved certification that is in line with standards such as Cloudera CCA Spark and Hadoop Developer (CCA175) that enhances resumes by showing practical skills of processing petabyte scale data-analysis skills desired by 90 percent of companies worldwide operating big data stack.​

Holders also increase their chance of employment, and the alumni have been given employment opportunities at such tech giants as Amazon and Accenture and in many instances have gone on to experience a 30-50 percent salary increase to average salary ranges of 120,000 USD and above. Couple it with portfolio projects to take career acceleration on now-enroll to certify and succeed!

Course Curriculum

The Big Data with Spark and Hadoop course at Gyansetu will provide you with the most up-to-date skills in the field using an interactive curriculum that includes mastering HDFS and YARN, studying mapreduce core and nuances, writing scripts in Hive and Pig, mastering Spark core and SQL, integrating streams and machine learning, and deploying to the clouds capstone-level with cutting-edge equipment to conquer big data globally and secure the highest-paying information engineering roles in the market.

Introduction to Big Data and Hadoop 9 Topics
  • What is Big Data?
  • Big Data Challenges
  • Limitations & Solutions of Big Data Architecture
  • Hadoop Ecosystem
  • Features of Hadoop
  • Hadoop 2.x Core Components
  • Hadoop Storage: HDFS (Hadoop Distributed File System)
  • Hadoop Processing: MapReduce Framework
  • Different Hadoop Distributions
Hadoop Architecture and HDFS 8 Topics
  • Hadoop 2.x Cluster Architecture
  • Federation and High Availability Architecture
  • Hadoop Clusters
  • Hadoop Cluster Modes
  • Hadoop Commands
  • Configuration Files
  • Single Node and Multi Node Cluster
  • Hadoop Administration
MapReduce Framework 14 Topics
  • Why MapReduce?
  • YARN Components and Architecture
  • YARN MapReduce Application Execution Flow
  • YARN Workflow
  • Structure of MapReduce Program
  • Input Splits, relation between Input Splits and HDFS Blocks
  • Combiner and Partitioner
  • Counters
  • Distributed Cache
  • MRUnit
  • Reduce and Join
  • Custom Input Format and Sequence Input Format
  • XML File Parsing using MapReduce
  • Implementation of MapReduce on a Dataset
  • Intro to Apache Pig
  • MapReduce vs Pig
  • Components of Apache Pig
  • Pig Execution
  • Datatypes and Data Models in Pig
  • Pig Latin Programs
  • Shell and Utility Commands
  • Pig UDF
  • Pig Streaming
  • Testing Pig Scripts
  • Intro to Apache Hive
  • Hive Vs Pig
  • Hive Architecture and Components
  • Hive Metastore
  • Limitations of Hive
  • Comparison of Hive with Traditional Database
  • Datatypes and Data Models in Hive
  • Hive Partition and Bucketing
  • Hive Tables (Managed Tables and External Tables)
  • Importing Data
  • Querying Data and Managing outputs
  • Hive Script and UDF
  • Hive QL: Joining Tables, Dynamic Partitioning
  • Custom MapReduce Scripts
  • Hive Indexes and Views
  • Query Optimizers
  • Hive Thrift Server
  • What is Apache HBase?
  • HBase vs RDBMS
  • HBase Components
  • HBase Architecture
  • Run Modes
  • HBase Configuration
  • Cluster Deployment
  • HBase Data Model
  • HBase Shell
  • HBase Client API
  • Hive Data Loading Techniques
  • HBase Bulk Loading
  • Getting and Inserting Data
  • HBase Filters
  • Zookeeper Introduction
  • Zookeeper Data Model
  • Zookeeper Service
  • What is Spark? Why Spark?
  • Spark Components
  • What is Scala? Why Scala?
  • SparkContext
  • SparkRDD
  • What is Oozie?
  • Components of Oozie
  • Oozie Workflow
  • Scheduling Jobs with Oozie Scheduler
  • Oozie Coordinator
  • Common commands in Oozie
  • Oozie Web Console
  • Oozie for MapReduce
  • Combining flow of MapReduce jobs
  • Hive in Oozie

Industry Ready Projects

Designed by Industry Experts
Get Real-World Experience
Customer Insight Application Integration Hadoop/Spark

Environment: Hadoop YARN, Spark Core, Spark Streaming, Spark SQL, Scala, Python, Kafka, Hive, Sqoop, Amazon AWS, Elastic Search, Impala, Cassandra, Tableau, Talend, Oozie, Jenkins, Cloudera, Oracle 12c, Linux.

Skills: Java, Scala, Python, SQL, PL/SQL, Pig Latin, HiveQL, Unix, Java Script, Shell Scripting, HDFS, YARN, MapReduce, Hive, Pig, Impala, Sqoop, Flume, Spark, Kafka, Zookeeper, and Oozie, Storm, Spark, Kafka, Yarn and Zookeeper, Spark Streaming, Spark SQL, Spark MLib, Spring RDDs, AWS(EC2&EMR).

Description: The primary objective of this project is to integrate Hadoop (Big Data) with the Relationship Care Application to leverage the raw/processed data that the big data platform owns. It will provide an enriched customer experience by delivering customer insights, profile information and customer journey.

Hadoop Multinodecluster & DATA Ingestion & Monitoring to HDFS

Involved in Clustering of machines through Hadoop fully distributed mode.
Use of PigLatin & Hive0.8.0 to simplified MapReduce Task. Administration, Managing and Monitoring 20 node each two Hadoop clusters, cluster tune, settings and cluster maintenance.

Developing parser and loader map reduce application to store and retrieve data from HDFS and store to Hbase and Installed & Configured Hadoop for storing and retrieving data.

clock-icon
300+
Hours of content
video
75+
Live sessions
hammer
12+
Tools and software

Skills you can add in your CV after this course

Tools Covered

What Sets This Program Apart?

GyanSetu
Other Courses
all-in-oneAll-in-One Toolkit
Complete Big Data & Hadoop roadmap: Hadoop HDFS, MapReduce, Hive, Pig, Spark, Kafka, HBase, Sqoop, Flume, and real-time data processing.
Limited Big Data basics, outdated syllabus, no real-world Hadoop applications.
progress-iconBeginner-to-Pro
Starts from zero → builds you to an advanced Big Data developer step-by-step.
Assumes prior data or programming knowledge, leaving beginners confused.
empoweredGen AI Empowered
Integrated Generative AI in Big Data—AI-powered data pipelines, predictive analytics, automation of ETL processes, and AI-driven insights.
No AI-powered Hadoop modules or modern Big Data practices.
focusedCareer-Focused Tracks
Choose your path – Hadoop for Data Engineering, Spark for Big Data Analytics, or Real-Time Streaming Analytics.
One generic Big Data course with no specialization or career alignment.
How-to-Become-a-Data-AnalystReal Industry Exposure
20+ real Big Data projects + 2 live capstone projects with real company datasets (data pipelines, ETL workflows, streaming analytics, dashboards).
Only 1–2 basic academic exercises, mostly theoretical.
expertiseLegacy & Expertise
Built by IIIT-H alumni with 15+ years of Big Data engineering & training expertise.
Trainers with limited real-world Hadoop experience.
practicePractice Over Theory
70% hands-on practice—HDFS setup, MapReduce jobs, Spark transformations, ETL workflows, and data pipeline implementations.
Mostly theory and slides, very limited real Big Data handling.
mentorshipExpert Mentorship
Learn from Big Data engineers working at Amazon, Microsoft, Deloitte, and top product companies.
Generic faculty with no active industry involvement.
course in gurgaon
Who is this course for?
  • Software Developers
  • Aspiring Data Engineers
  • Data Analysts and Scientists
  • Database Professionals
  • Research Professionals and Academics
  • Career Changers

Career Assistance we offer

briefcase
Job Opportunities Guaranteed

Get a 100% Guaranteed Interview Opportunities Post Completion of the training.

lock
Access to Job Application & Alumni Network

Get chance to connect with Hiring partners from top startups and product-based companies.

Mock Interview Session

Get One-On-One Mock Interview Session with our Experts. They will provide continuous feedback and improvement plan until you get a job in industry.

Live Interactive Sessions

Live interactive sessions with industry experts to gain knowledge on the skills expected by companies. Solve practice sheets on interview questions to help crack interviews.

lock
Career Oriented Sessions

Personalized career focused sessions to guide on current interview trends, personality development, soft skill and HR related questions.

briefcase
Resume & Naukri Profile Building

Get help in creating resume & Naukri Profile from our placement team and learn how to grab attention of HR’s for shortlisting your profile.

Top Companies Hiring

FOR QUERIES, FEEDBACK OR ASSISTANCE

Contact Gyansetu Learner Support

Our Learners Testimonials

Saskshi Goyal
If you want to get top-notch knowledge and placement, there is no better place than Gyansetu. This is where everyone should be. I joined a US based MNC Clear Water Analytics as Data Flow Engineer.
Yogita Saini
Gyansetu's practical learning approach has been instrumental in preparing for my interviews. Institute's focus on real-world practical applications of concepts has not only deepened my understanding but also equipped me with the confidence to tackle complex data challenges in my day-to-day work.
Yogesh Mishra
Gyansetu has the latest certified courses, very good team of trainers. Institute staff is very polite and cooperative. Good option if you are searching for an IT training institute in Gurgaon.
self assessment
Self Assessment Test

Learn, Grow & Test your skill with Online Assessment Exam to achieve your Certification Goals.

Frequently Asked Questions

What are the requirements for this course?

Java, Python, or Scala basic programming skills are sufficient – no prior experience with big data. Ideal with freshers, analysts, and IT professionals who are changing to data engineering.​

What is the duration of the training?

The duration of the course lasts 4-6 months with interactive classes, practical laboratories, and assignments, and weekend courses in international professionals.​

Does it offer job placement services?

Yes, 100% guaranteed placement support in the form of resume optimization, mock interviews and partner connections of such as Amazon and Accenture.​

Hadoop (HDFS, YARN, Hive, Pig), Spark 3.x (Core, SQL, Streaming, MLlib), Kafka, AWS EMR and real-time clusters.​

Unlimited access to videos, information, and updates to study anywhere in the globe at your speed.​

Complete videos and 24/7 coaching so that there are no holes in your progress.​

20+ practical projects such as ETL pipelines and detection of fraud on cloud clusters.​

Yes, real-time training by instructors with full-scale laboratories anywhere.​

Both YARN and HDFS are read/written to support smooth hybrid workflows.​

frequently asked questions by students for courses
Drop us a Query
+91-9999201478

Available 24x7 for your queries

Please enable JavaScript in your browser to complete this form.
Categories
Data Analytics 360°
sql
PL/SQL Course
4892 reviews
Next Batch - 25 Jan, 2026
3 months Online/ Offline
Python
Python Course in Noida
6445 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
sql
SQL Course in Faridabad
8654 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Business Analyst Course in Delhi
305 reviews
Next Batch - 24 Jan, 2026
4 months Online/ Offline
Tableau Course
4541 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline
Python
Best Python Course
7854 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline
Business Analyst Course
6523 reviews
Next Batch - 24 Jan, 2026
4 months Online/ Offline
Python
Python Course in Delhi
9845 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Best Data Analyst Course in Gurgaon
3882 reviews
Next Batch - 17 Jan, 2026
6 months Online/ Offline
Power BI
Power BI Training Institute in Gurgaon
4269 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Python
Best Python Course in Gurgaon
5645 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
sql
SQL PLSQL Training Certification in Gurgaon, Delhi – Gyansetu
2489 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
excel
Best Advanced Excel Training in Gurgaon
4498 reviews
Next Batch - 17 Jan, 2026
3 months Online/ Offline
Business Analytics Course in Gurgaon
305 reviews
Next Batch - 24 Jan, 2026
4 months Online/ Offline
Tableau Training In Gurgaon With Live Projects
143 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
SAS Training in Gurgaon | SAS Analytics Training Institute in Gurgaon
129 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Excel VBA Macros Training in Gurgaon
116 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Web Development/ Languages
Dot Net Course
3084 reviews
Next Batch - 25 Jan, 2026
3 months Online/ Offline
Java Course
4959 reviews
Next Batch - 17 Jan, 2026
3 months Online/ Offline
Android App Development Course
5687 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline
Best Django Course
4568 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Best Java Spring 5 Training
2568 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Data Structures and Algorithms Certification Program
Best Data Structures And Algorithms Course gurgaon​
6897 reviews
Next Batch - 24 Jan, 2026
4 months Online/ Offline
Java Spring5 (Boot and Micro Services) Training in Gurgaon
236 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
C/C++ Programming Training in Gurgaon
428 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline
Teach your Kids to Code | Python for Elementary Students
678 reviews
Next Batch - 24 Jan, 2026
2 months Online/ Offline
Java 8 Frameworks Training courses-Spring | Hibernate | Webservices
317 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Java Training In Gurgaon | Core and Advanced Java Programming Course
495 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Python Language Framework Django Training in Gurgaon,Delhi
435 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Dot NET MVC Training in Gurgaon
258 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Dot Net Core Training in Gurgaon
308 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Android Training In Gurgaon | Mobile App Development Training
283 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline
sql
PL/SQL Course
4892 reviews
Next Batch - 25 Jan, 2026
3 months Online/ Offline
Python
Python Course in Noida
6445 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
sql
SQL Course in Faridabad
8654 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Business Analyst Course in Delhi
305 reviews
Next Batch - 24 Jan, 2026
4 months Online/ Offline
Tableau Course
4541 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline
Python
Best Python Course
7854 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline
Business Analyst Course
6523 reviews
Next Batch - 24 Jan, 2026
4 months Online/ Offline
Python
Python Course in Delhi
9845 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Best Data Analyst Course in Gurgaon
3882 reviews
Next Batch - 17 Jan, 2026
6 months Online/ Offline
Power BI
Power BI Training Institute in Gurgaon
4269 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Python
Best Python Course in Gurgaon
5645 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
sql
SQL PLSQL Training Certification in Gurgaon, Delhi – Gyansetu
2489 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
excel
Best Advanced Excel Training in Gurgaon
4498 reviews
Next Batch - 17 Jan, 2026
3 months Online/ Offline
Business Analytics Course in Gurgaon
305 reviews
Next Batch - 24 Jan, 2026
4 months Online/ Offline
Tableau Training In Gurgaon With Live Projects
143 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
SAS Training in Gurgaon | SAS Analytics Training Institute in Gurgaon
129 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Excel VBA Macros Training in Gurgaon
116 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Dot Net Course
3084 reviews
Next Batch - 25 Jan, 2026
3 months Online/ Offline
Java Course
4959 reviews
Next Batch - 17 Jan, 2026
3 months Online/ Offline
Android App Development Course
5687 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline
Best Django Course
4568 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Best Java Spring 5 Training
2568 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Data Structures and Algorithms Certification Program
Best Data Structures And Algorithms Course gurgaon​
6897 reviews
Next Batch - 24 Jan, 2026
4 months Online/ Offline
Java Spring5 (Boot and Micro Services) Training in Gurgaon
236 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
C/C++ Programming Training in Gurgaon
428 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline
Teach your Kids to Code | Python for Elementary Students
678 reviews
Next Batch - 24 Jan, 2026
2 months Online/ Offline
Java 8 Frameworks Training courses-Spring | Hibernate | Webservices
317 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Java Training In Gurgaon | Core and Advanced Java Programming Course
495 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Python Language Framework Django Training in Gurgaon,Delhi
435 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Dot NET MVC Training in Gurgaon
258 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Dot Net Core Training in Gurgaon
308 reviews
Next Batch - 24 Jan, 2026
3 months Online/ Offline
Android Training In Gurgaon | Mobile App Development Training
283 reviews
Next Batch - 18 Jan, 2026
3 months Online/ Offline