Big Data Course in Bangalore

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Big data describes large and diverse datasets that are huge in volume and also rapidly grow in size over time.


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      • ✔ 90 days of flexible access to instructor-led online training classes
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          Learn industry-relevant Big Data technologies at PrwaTech. In today's digital world, businesses generate massive amounts of data from applications, websites, social media platforms, sensors, and enterprise systems. Traditional data processing methods are no longer sufficient to handle such large and complex datasets, making Big Data technologies essential for modern organizations.   PrwaTech offers a comprehensive Big Data Training Course in Bangalore designed for students, software engineers, data professionals, and IT aspirants who want to build successful careers in Big Data Engineering and data-driven technologies.   Our Big Data training program focuses on real-time data processing, distributed computing, Hadoop ecosystems, Apache Spark, and practical hands-on implementation. Students learn how to store, process, and analyze large volumes of data using industry-standard Big Data technologies.   PrwaTech has successfully trained professionals from leading organizations such as IBM, HCL, Accenture, Wipro, ITC, and Crisil. Our training methodology combines conceptual learning with real-world implementation to help learners become industry-ready professionals.   Whether you are a beginner entering the IT industry or an experienced professional looking to upgrade your skills, our Big Data course provides end-to-end learning from fundamentals to advanced data engineering concepts.  

          Course Overview

          The Big Data Training Course at PrwaTech is designed to help learners understand how large-scale data is stored, processed, managed, and analyzed using distributed computing frameworks and modern Big Data technologies.   The course covers key concepts such as distributed storage systems, Hadoop architecture, Apache Spark, ETL processes, batch and real-time data processing, data pipelines, and scalable data engineering solutions. Students gain hands-on experience working with enterprise-level Big Data environments and real-world datasets.  

          Tools and Technologies Covered

          • Hadoop Ecosystem
          • HDFS (Hadoop Distributed File System)
          • MapReduce
          • Apache Spark
          • Spark SQL
          • Spark Streaming
          • Hive
          • Pig
          • HBase
          • Kafka Basics
          • Python for Big Data
          • Scala Basics
          • ETL Processes
          • Data Pipeline Tools
          • Big Data Architecture

          Practical Learning with Real-Time Projects

          At PrwaTech, we believe practical implementation is the key to mastering Big Data technologies. Students work on real-world projects and industry-based case studies to gain hands-on experience with enterprise data systems.  

          Students Will Work On:

          • Large Dataset Processing
          • Data Pipeline Development
          • Batch and Real-Time Data Processing
          • Apache Spark-Based Projects
          • Hadoop Ecosystem Implementation
          • ETL Workflow Development
          • Data Import and Transformation
          • Real-World Big Data Use Cases

          Why Learn Big Data?

          • High demand for Big Data professionals across industries
          • Develop expertise in distributed computing and data engineering
          • Access excellent career growth opportunities and competitive salaries
          • Learn industry-standard Big Data tools and frameworks
          • Gain practical experience through live projects and case studies
          • Build skills required for modern enterprise data environments

          What Will Students Learn?

          • Big Data Fundamentals
          • Hadoop Architecture
          • Distributed File Storage Systems
          • MapReduce Processing
          • Apache Spark Processing
          • Spark Streaming Concepts
          • Data Pipelines and ETL Processes
          • Hive and HBase Concepts
          • Kafka Data Streaming
          • Real-Time Data Processing
          • Big Data Architecture Design
          • Real-Time Project Implementation

          Skills Gained

          • Big Data Processing Skills
          • Hadoop Ecosystem Expertise
          • Apache Spark Development Skills
          • Data Pipeline Development Skills
          • ETL and Data Integration Knowledge
          • Real-Time Data Processing Skills
          • Distributed Computing Expertise
          • Kafka Streaming Knowledge
          • Data Engineering Fundamentals
          • Problem-Solving and Analytical Skills
          • Real-Time Project Experience
          • Scalable System Design Knowledge

          Why Choose PrwaTech?

          • Trusted Big Data Training Institute in Bangalore
          • Experienced Industry Trainers
          • Hands-On Practical Learning Approach
          • Live Big Data Projects and Case Studies
          • Updated Industry-Focused Curriculum
          • Flexible Online and Classroom Training
          • Certification Guidance and Support
          • Placement and Career Assistance
          • Personalized Mentorship Sessions

          Career Opportunities After Big Data Training

          • Big Data Engineer
          • Data Engineer
          • Hadoop Developer
          • Spark Developer
          • ETL Developer
          • Data Analyst
          • Data Architect
          • Cloud Data Engineer

          Enroll Today

          Start your Big Data journey with PrwaTech. Learn from industry experts, gain hands-on experience with Hadoop and Spark technologies, and work on real-world projects that prepare you for modern data engineering careers.   Join the best Big Data Training Institute in Bangalore and build industry-ready skills to become a successful Big Data professional in today's data-driven world.
          Module 1 : Hadoop Architecture
          Learning Objective : In this module, you will explore what is BigData, What are its limitations of the existing solutions for BigData problem, How Hadoop solves the Big Data problem, What are the common Hadoop ecosystem components, How Hadoop Architecture works, HDFS and Map Reduce Framework, and Anatomy of File Write and Read in HDFS .
          Module 2 : Hadoop Cluster Configuration and Data Loading
          Learning Objective : In this module, you will learn the Hadoop 1.x and 2.x Cluster Architecture and Setup, Important File Configurations in Hadoop Cluster and Data Loading Techniques . Topics,
          1. Hadoop 2.x Cluster Architecture
          2. Federation and High Availability Architecture
          3. Typical Production Hadoop Cluster
          4. Hadoop Cluster Modes
          5. Common Hadoop Shell Commands
          6. Hadoop 2.x Configuration Files
          7. Single Node Cluster & Multi-Node Cluster set up
          8. Basic Hadoop Administration
          Module 3 : Hadoop Multiple node cluster and Architecture
          Learning Objective : This module will help you understand multiple hadoop server roles such as Namenode & Datanode and  their responsibilities and MapReduce data processing. You will also understand the Hadoop 1.0 cluster setup and configuration, steps in setting up Hadoop clients using Hadoop 1.0, and important Hadoop configuration files and parameters . Topics,
          1. Hadoop Installation and Initial Configuration
          2. Deploying Hadoop in fully-distributed mode
          3. Deploying a multi-node Hadoop cluster
          4. Installing Hadoop Clients
          5. Hadoop server roles and their usage
          6. Rack Awareness
          7. Anatomy of Write and Read
          8. Replication Pipeline
          9. Data Processing
          Module 4 : Backup , Monitoring, Recovery and Maintenance
          Learning Objective : In this module, you will be understanding all the regular Cluster Administration task such as adding and removing data nodes, namenode recovery, configuring backup and recovery in hadoop, Diagnosing the node failure in the cluster, Hadoop upgrade etc. Topics,
          1. setting up Hadoop Backup
          2. Whitelist and Blacklist data nodes in cluster
          3. setup quota’s, upgrade hadoop cluster
          4. Copy data across clusters using distcp
          5. Diagnostics and Recovery
          6. Cluster Maintenance
          7. Configure rack awareness
          Module 5 : Flume (Dataset and Analysis)
          Learning Objective : Flume is a standard, simple, robust, flexible, and extensible tool allows data ingestion from various data producers (web servers) into Hadoop. Topics,
          1. What is Flume
          2. Why Flume
          3. Importing Data using Flume
          4. Twitter Data Analysis using Hive
          Module 6 : PIG(Analytics using Pig) & PIG LATIN
          Learning Objective : In this module, we will learn about analytics with PIG. About Why Pig used, Pig Latin scripting, complex data type, different cases to work with PIG. Execution environments, operation & transformation. Topics,
          1. Execution Types
          2. Grunt Shell
          3. Pig Latin
          4. Data Processing
          5. Schema on read Primitive data types and complex data types and complex data types
          6. Tuples Schema
          7. BAG Schema and MAP Schema
          8. Loading and storing
          9. Validations in PIG, Type casting in PIG
          10. Filtering, Grouping & Joining, Debugging commands (Illustrate and Explain)
          11. Working with function
          12. Types of JOINS in pig and Replicated join in detail
          13. SPLITS and Multi query execution
          14. Error Handling
          15. FLATTEN and ORDER BY parameter
          16. Nested for each
          17. How to LOAD and WRITE JSON data from PIG
          18. Piggy Bank
          19. Hands on exercise
          Module 7 : Sqoop (Real world dataset and analysis)
          Learning Objective : This module will cover to Import & Export Data from RDBMS(MySql, Oracle,Plsql) to HDFS & Vice Versa Topics,
          1. What is Sqoop
          2. Why Sqoop
          3. Importing and exporting data using sqoop
          4. Provisioning Hive Metastore
          5. Populating HBase tables
          6. SqoopConnectors
          7. What are the features of sqoop
          8. Multiple case with HBase using client
          9. What are the performance benchmarks in our cluster for sqoop
          Module 8: Zookeeper and HBase
          Learning Objectives : This module will allow you to explore all the advanced HBase concepts. You will also learn what Zookeeper is all about, how It helps in monitoring a cluster, why HBase uses zookeeper and how to build an application with zookeeper. Topics,
          1. The Zookeeper Service : DataModel
          2. Operations
          3. Implementations
          4. Consistency
          5. Sessions
          6. States
          Module 9 : Hadoop 2.0 , YARN , MRv2
          Learning Objective : in this module, you will understand the newly added features in Hadoop 2.0, namely MRv2, Namenode’s High Availability, HDFS federation, support for Window etc. Topics,
          1. Hadoop 2.0 New Feature : Name Node High Availability
          2. HDFS Federation
          3. MRv2
          4. YARN
          5. Running MRv1 in YARN
          6. Upgrade your existing MRv1 to MRv2
          Module 10 : Map-Reduce Basics and Implementation
          In this module, will work on Hadoop MapReduce Framework. How MapReduce implement on Data which is stored in HDFS. Know about input split, input format & output format,Mapreduce flow, Overall Map Reduce process & different stages to process the data. Topics,
          1. Map Reduce Concepts
          2. Mapper and Reducer
          3. Driver
          4. Record Reader
          5. Input Split(Input Format (Input Split and Records, Text Input, Binary Input, Multiple InputOverview of InputFileFormat
          6. Hadoop Project : MapReduce Programming
          Module 11 : Hive and HiveQL
          In this module, we will discuss a data warehouse package which analyses structured data. About Hive installation and loading data, Storing Data in different file formats in different Hive tables. Topics,
          1. Hive Services and Hive Shell
          2. Hive Server and Hive Web Interface (HWI)
          3. Meta Store
          4. Hive QL
          5. OLTP vs. OLAP
          6. Working with Tables
          7. Primitive data types and complex data types
          8. Working with Partitions
          9. User Defined Functions
          10. Hive Bucketed Table and Sampling
          11. External partitioned tables, Map the data to the partition in the table
          12. Writing the output of one query to another table, Multiple inserts
          13. Differences between ORDER BY, DISTRIBUTE BY and SORT BY
          14. Bucketing and Sorted Bucketing with Dynamic
          15. RC File, ORC, SerDe : Regex
          16. MAPSIDE JOINS
          17. INDEXES and VIEWS
          18. Compression on Hive table and Migrating Hive Table
          19. How to enable update in HIVE
          20. Log Analysis on Hive
          21. Access HBase tables using Hive
          22. Hands on Exercise
          Module 12 : Oozie
          Learning Objective : Apache Oozie is a workflow scheduler for Hadoop. Oozie is the tool in which all sort of programs can be pipelined in a desired order to work in Hadoop’s distributed environment. Oozie also provides a mechanism to run a job at a given schedule. Topics : 
          1. What is Oozie
          2. Architecture
          3. Kinds of Oozie Jobs
          4. Configuration Oozie Workflow
          5. Developing & Running an Oozie Workflow (MapReduce, Hive, Pig, Sqoop)
          6. Kinds of Nodes
          Module 13 : Spark
          Learning Objectives: This module includes Apache Spark Architecture, Spark features , How to use Spark with Scala and How to deploy Spark projects to the cloud Machine Learning with Spark. Spark is a unique framework for big data analytics which allows very fast data processing. Topics : 
          1. Spark Introduction
          2. Architecture
          3. Functional Programming
          4. Collections
          5. Spark Streaming
          6. Spark SQL
          7. Spark MLLib
          About course
          Hadoop is an open-source framework that allows us to store and process large volumes of data in a distributed environment across clusters of computers using simple programming models. It is designed for scaling up from a single machine/node to thousands of machines, every node offering local computation and storage. This brief tutorial provides a summarized introduction to Big Data, Hadoop, MapReduce algorithm, and Hadoop Distributed File System. Our Advanced courses on Big Data packed with world-class Classroom training which can able to deliver high-end classroom training experience, so one can really feel the comfort of learning the technology under the world-class trainers. Once the candidate is done with our Certification Course can get access to our YouTube channel which is loaded with Milestone collections of advanced tutorials about the technology which will help to understand or rewind the technology after the course completion. Our Certification Course offering flexible timings to all of our valuable students, so one can easily navigate to our Big Data training institute in Pune easily without facing any difficulty. Our Trainers are well expertise in terms of understanding the technology how it works in real-time which is making as one of the Best Big Data Training Institute in Pune over others.
          Course goals
          Experts in the Big Data and Hadoop industries have put together the Big Data Hadoop Training Course, which will teach you all you need to know about Big Data and Hadoop Ecosystem products like HDFS, YARN, MapReduce, Hive, Sqoop, Pig, HBase, Oozie, Flume, and Apache Spark. Upon completion, you will be tasked with working on a Hadoop project with real-time use cases.
          Why learn Big data Hadoop?
          The fastest-growing technology for managing massive amounts of data so that data analytics can be performed is called big data. With the aid of this Big Data Hadoop course, you will be able to quickly acquire the most difficult professional abilities. Big Data specialists are in high demand since nearly all of the leading multinational corporations (MNCs) seek to enter the Hadoop Big Data space. You may learn Big Data and advance your career in the Big Data field with the aid of our online training programme. You'll be working on several real-world projects to improve your big data expertise much more quickly. When it comes to applying for the best jobs, obtaining the Big Data certification from Prwatech might put you in a different league and advance your career.
          Who ought to enrol in this course?
          This course is designed for both IT professionals and recent graduates who want to become Big Data Hadoop Developers by learning and exploring the fundamentals of Big Data Analytics using Hadoop and Spark Framework. The course's primary audience consists of ETL developers, software professionals, and analytics professionals.
          Why Should I Take Prwatech's Hadoop Course?
          In India, Prwatech was the first training centre for Hadoop. As you are aware, there is a severe shortage of Hadoop experts in the market nowadays. Therefore, in order to obtain high salaries when learning Hadoop, it pays to be with the industry leader like Prwatech. You will learn about the many essential Hadoop components during the session, including MapReduce, HDFS, HBase, Hive, Pig, Sqoop, Flume, and Oozie. Gaining a comprehensive understanding of the complete Hadoop framework will enable you to handle massive amounts of data in practical situations. The most thorough course is the Prwatech training, which was created by industry professionals taking the business requirements and work environment into account. We also provide free course materials, videos, and round-the-clock support for life.
          What Kinds Of Training Are Available Through Prwatech?
          Prwatech basically offers the self-paced training and online instructor-led training. Apart from it we even provide corporate training for enterprises. All our trainers come with over 5 years of industry experience in relevant technologies and moreover they are subject matter experts working as consultants. You can check about the quality of our trainers in the sample videos provided.
          If I Am Not From A Programming Background But Have A Basic Knowledge Of Programming Can I Still Learn Hadoop?
          Indeed, you don't need to have any experience with software to understand Hadoop. We provide free classes in Linux and Java so you may sharpen your programming abilities. This will enable you to master Hadoop technology more quickly and effectively.
          Do You Provide Placement Assistance?
          Yes, placement assistance is offered by Prwatech. We have partnerships with more than 80 companies who are seeking Hadoop specialists, such as Ericsson, Cisco, Cognizant, and TCS, among others. We would be pleased to help you with the process of getting ready for the interview and the position.  

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