Download Careers360 App

    Big Data Hadoop Certification Training

    BY
    Simpliv Learning

    Brochure Enquire
    Mode

    Online

    Duration

    35 Hours

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study, Virtual Classroom
    Mode of Delivery Video and Text Based

    Course and certificate fees

    certificate availability

    Yes

    certificate providing authority

    Simpliv Learning

    The syllabus

    Understanding Big Data and Hadoop

    • 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 Architecture and HDFS

    • Hadoop 2.x Cluster Architecture Preview  
    • Federation and High Availability Architecture Preview  
    • Typical Production Hadoop Cluster  
    • Hadoop Cluster Modes  
    • Common Hadoop Shell Commands Preview  
    • Hadoop 2.x Configuration Files  
    • Single Node Cluster & Multi-Node Cluster set up  
    • Basic Hadoop Administration  

    Hadoop MapReduce Framework

    • 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  

    Advanced Hadoop MapReduce

    • Counters  
    • Distributed Cache  
    • MRunit  
    • Reduce Join  
    • Custom Input Format  
    • Sequence Input Format  
    • XML file Parsing using MapReduce

    Apache Pig

    • 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  

    Apache Hive

    • Introduction to Apache Hive  
    • Hive vs Pig  
    • Hive Architecture and Components  
    • Hive Metastore  
    • 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  

    Advanced Apache Hive and HBase

    • 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  

    Advanced Apache HBase

    • 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  

    Processing Distributed Data with Apache Spark

    • What is Spark  
    • Spark Ecosystem  
    • Spark Components  
    • What is Scala  
    • Why Scala  
    • SparkContext  
    • Spark RDD  

    Oozie

    • 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 Talend Integration  

    Trending Courses

    Digital Marketing Courses Fashion Design Courses Data Science Courses Interior Design Courses Graphic Designing Courses Cyber Security Courses Nursing Courses Tally Courses Data Analysis Courses Web Designing Courses Artificial Intelligence Courses Ethical Hacking Courses Free Digital Marketing Courses And certifications Free Artificial Intelligence Courses And Certifications Free Data Analysis Courses And Certifications Free Cyber Security Courses And Certifications Free Data Science Courses And Certifications Free Cloud Computing Courses And Certifications Free Python Courses And Certifications Free Fashion And Textiles Courses And Certifications Free Graphic Designing Courses And Certifications Free Web Designing Courses And Certifications

    Popular Courses

    General Management Courses Public Health Courses Teaching and Education Courses Financial Management Courses Web Development Courses Mathematics Courses Data Science Courses Programming Courses Cyber Security Courses Digital Marketing Courses Law Courses Mechanical Engineering Courses Explore all courses

    Popular Platforms

    upGrad Courses Udemy Courses Edx Courses Swayam Courses Coursera Courses NPTEL Courses Futurelearn Courses Mindmajix Technologies Courses Vskills Courses IIT Kharagpur Courses IIT Kanpur Courses Emeritus Courses Explore all platforms

    Learn more about the Courses

    10 Reasons to Enrol Yourself in a Digital Marketing Course 8 Must-Have Skills for AWS Cloud Architects Planning to Upskill Yourself? Enrol for a Program in Data Science 25+ Tips for Improving Your Graphic Design Skills Top Universities in India Offering Cyber Security Courses 15+ Courses for Learning Data Mining How to Make a Career in the Field of Artificial Intelligence Top 10 Benefits Of Holding A Certification In Business Intelligence Which are the best certification courses for Photography in India A Beginner's Guide to Pursue Python Programming Want to Pursue a Career in Blockchain Technology? Here is all that you need to Know How Entrepreneurs Can Use Machine Learning to Make their Business Successful? The Scope of Artificial Intelligence in India Top 10 Online Courses for Travel Lovers 10 Best Certification Courses After Hospital and Healthcare Management
    Providers
    Close
    Download Careers360 App
    All this at the convenience of your phone

    • Regular Exam Updates

    • Best College Recommendations

    • College & Rank predictors

    • Detailed Books and Sample Papers

    • Question and Answers

    google play
    students
    400M+ Students
    Colleges
    36K+ Colleges
    Exams
    500+ Exams
    eBooks
    3K+ eBooks
    Certification
    16K+ Certifications
    mobile