Big Data Hadoop Certification Training Course
Learn from the Best, Learn from TopD
Features of This Course
Why Choose Big Data Hadoop Certification Training?
Big Data Hadoop Certification Training Course by TopD Learning is curated by industry professionals based on what is common for the industry and what the industries demand and need.
This course covers in-depth knowledge on Big Data and Hadoop Ecosystem tools such as HDFS, YARN, MapReduce, Hive, and Pig.
Throughout this Big Data Hadoop certification training course, you will be working on real-life industry use cases in Retail, Social Media, Aviation, Tourism and Finance domains.
Course Curriculum
- Introduction to Big Data & Big Data Challenges
- Limitations & Solutions of Big Data Architecture
- Hadoop & its Features
- Hadoop Ecosystem
- Hadoop 2.x Core Components
- Hadoop Storage: HDFS (Hadoop Distributed File System)
- Hadoop Processing: MapReduce Framework
- Different Hadoop Distributions
- Hadoop 2.x Cluster Architecture
- Federation and High Availability Architecture
- Typical Production
- Hadoop Cluster
- Hadoop Cluster Modes
- Common Hadoop Shell Commands
- Hadoop 2.x Configuration Files
- Single Node Cluster & Multi-Node Cluster set up
- Basic Hadoop Administration
- Traditional way vs MapReduce way
- Why MapReduce
- YARN Components
- YARN Architecture
- YARN MapReduce Application Execution Flow
- YARN Workflow
- Anatomy of MapReduce Program
- Input Splits, Relation between Input Splits and HDFS Blocks
- MapReduce: Combiner & Partitioner
- Demo of Health Care Dataset
- Demo of Weather Dataset
- Counters
- Distributed Cache
- MRunit
- Reduce Join
- Custom Input Format
- Sequence Input Format
- XML file Parsing using MapReduce
- Introduction to Apache Pig
- MapReduce vs Pig
- Pig Components & Pig Execution
- Pig Data Types & Data Models in Pig
- Pig Latin Programs
- Shell and Utility Commands
- Pig UDF & Pig Streaming
- Testing Pig scripts with Punit
- Aviation use-case in PIG
- Pig Demo of Healthcare Dataset
- Introduction to Apache Hive
- Hive vs Pig
- Hive Architecture and Components
- Hive Metastore
- Limitations of Hive
- Comparison with Traditional Database
- Hive Data Types and Data Models
- Hive Partition
- Hive Bucketing
- Hive Tables (Managed Tables and External Tables)
- Importing Data
- Querying Data & Managing Outputs
- Hive Script & Hive UDF
- Retail use case in Hive
- Hive Demo on Healthcare Dataset
- Hive QL: Joining Tables, Dynamic Partitioning
- Custom MapReduce Scripts
- Hive Indexes and views
- Hive Query Optimizers
- Hive Thrift Server
- Hive UDF
- Apache HBase: Introduction to NoSQL Databases and HBase
- HBase v/s RDBMS
- HBase Components
- HBase Architecture
- HBase Run Modes
- HBase Configuration
- HBase Cluster Deployment
- HBase Data Model
- HBase Shell
- HBase Client API
- Hive Data Loading Techniques
- Apache Zookeeper Introduction
- ZooKeeper Data Model
- Zookeeper Service
- HBase Bulk Loading
- Getting and Inserting Data
- HBase Filters
- What is Spark
- Spark Ecosystem
- Spark Components
- What is Scala
- Why Scala
- SparkContext
- Spark RDD
- Oozie
- Oozie Components
- Oozie Workflow
- Scheduling Jobs with Oozie Scheduler
- Demo of Oozie Workflow
- Oozie Coordinator
- Oozie Commands
- Oozie Web Console
- Oozie for MapReduce
- Combining flow of MapReduce Jobs
- Hive in Oozie
- Hadoop Project Demo
- Hadoop Talend Integration
Big Data Hadoop Training Course Features
Instructor-led Live Sessions
We use only the finest instructors in the IT industry with good experience. Learn from our instructor and interact live at your desired place via virtual learning programs scheduled to run at specific times.
E-Learning Self-Paced Training
We offer self-paced training programs, which are structured in modules so as to offer maximum flexibility to those who wish to work around their already hectic schedules.
One to One Training
We offer is one to one training as a mode of educational training where you can Interact one to one with the instructor to get a fully focused training experience. It is preferred by students who prefer a personalized approach.
24 x 7 Expert Support
We have a lifetime 24x7 online support team to resolve all your technical queries, through a ticket based tracking system.
Certification
After successfully completing your course & projects, TopD Learning will provide a professional certification for you.
Lifetime Access
You will get lifetime access to our LMS where quizzes, presentations & class recordings are available.
Course Completion Certification
Give your resume a BOOST, and join Top Companies with a good package.
You will receive a course completion certificate post completing all assignments & tasks certifying that you have learned the skills and completed the course successfully.
Frequently Asked Questions
FAQs
You will never miss a lecture at TopD Learning! We’ve got you covered:
- View the recorded session of the class available in your LMS.
- You can attend the missed session, in any other live batch.
