Online Big Data and Hadoop Training

Online Big Data and Hadoop training introduces the distributed systems used to store, process, and analyse large data sets. Explore Hadoop architecture, HDFS storage, MapReduce processing, and the core concepts behind scalable data workflows. The course is suited to learners who want to understand how organisations manage high-volume data across clusters and build a foundation in Big Data technologies.
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Online Big Data & Hadoop training gains credibility through collaborations with leading cloud providers. Our alliance with Apache Foundation grants access to the latest Hadoop distribution for practice.

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Curriculum

Online Big Data, Hadoop Training, ZeblearnIndia, Big Data Certification, Online Courses Course Syllabus Structure

Online Big Data & Hadoop syllabus blends core concepts with advanced analytics techniques. You will master HDFS, MapReduce, Spark, and Hive within 120 guided exercises.

  • Tips for Using This Course
  • If you have trouble downloading Hortonworks Data Platform...
  • Warning for Apple M1 users
  • Installing Hadoop [Step by Step]
  • The Hortonworks and Cloudera Merger, and how it affects this course.
  • Hadoop Overview and History

  • HDFS: What it is, and how it works
  • Alternate MovieLens download location
  • Installing the MovieLens Dataset
  • Install the MovieLens dataset into HDFS using the command line
  • MapReduce: What it is, and how it works
  • How MapReduce distributes processing
  • MapReduce example: Break down movie ratings by rating score
  • Install Python, MRJob, and nano
  • Code up the ratings histogram MapReduce job and run it
  • Rank movies by their popularity

  • Introducing Ambari
  • Introducing Pig
  • Example: Find the oldest movie with a 5-star rating using Pig
  • Find old 5-star movies with Pig
  • More Pig Latin

  • Why Spark?
  • The Resilient Distributed Dataset (RDD)
  • Find the movie with the lowest average rating - with RDDs
  • Datasets and Spark 2.0
  • Find the movie with the lowest average rating - with DataFrames
  • Movie recommendations with MLLib
  • Filter the lowest-rated movies by number of ratings

  • What is Hive?
  • Use Hive to find the most popular movie
  • How Hive works
  • Use Hive to find the movie with the highest average rating
  • Compare your solution to mine.
  • Integrating MySQL with Hadoop
  • Cheat sheet for the following lecture

  • Why NoSQL?
  • What is HBase
  • Import movie ratings into HBase
  • Use HBase with Pig to import data at scale
  • Cassandra overview
  • If you have trouble installing Cassandra
  • Installing Cassandra
  • Write Spark output into Cassandra
  • MongoDB overview
  • Install MongoDB, and integrate Spark with MongoDB
  • Using the MongoDB shell
  • Choosing a database technology

  • Setting up Drill
  • Querying across multiple databases with Drill
  • Overview of Phoenix
  • Install Phoenix and query HBase with it
  • Integrate Phoenix with Pig
  • Overview of Presto
  • Install Presto, and query Hive with it
  • Query both Cassandra and Hive using Presto

  • Tez explained
  • Mesos explained
  • ZooKeeper explained
  • Oozie explained
  • Zeppelin overview
  • Hue overview
  • Other technologies worth mentioning

  • Kafka explained
  • Flume explained

  • Spark Streaming: Introduction
  • Exercise: Monitor Flume-published logs for errors in real time
  • Exercise solution: Aggregating HTTP access codes with Spark Streaming
  • Apache Storm: Introduction
  • Flink: An Overview

  • The Best of the Rest
  • Review: How the pieces fit together
  • Understanding your requirements
  • Sample application: consume webserver logs and keep track of top-sellers
  • Sample application: serving movie recommendations to a website
  • [Exercise] Design a system to report web sessions per day

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    FAQ

    Frequently Asked Questions

    Q: What skills does an Online Big Data course develop? A: An Online Big Data course develops proficiency in Hadoop ecosystem tools such as HDFS, YARN, and Spark. Q: How does Hadoop Training improve data processing efficiency? A: Hadoop Training teaches distributed MapReduce techniques that reduce processing time for petabyte‑scale datasets. Q: Is a Big Data Certification from Zeblearn recognized by employers? A: A Big Data Certification from Zeblearn is verified through industry‑validated assessments and appears on professional profiles.

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