Online Big Data & Hadoop Training Program

Enroll in Zeblearns Online Big Data & Hadoop Training Program to access interactive lectures, practical demonstrations, and hands-on labs from the comfort of your home or office. Learn about Hadoop architecture, MapReduce programming, HDFS (Hadoop Distributed File System), and related ecosystem components through our online platform. Prepare for industry certifications and gain flexibility with our online training mode. Register now for comprehensive training with Zeblearn.

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About Online Big Data & Hadoop Training Program

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

Why Should You Learn Online Big Data & Hadoop Training?

The annual salary of an Online Big Data & Hadoop is $125k.

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What you will get at Zeblearnindia Learning?

Zeblearnindia Learning is a premier institute offering training in SAP Online Courses, Web Designing, Data Science, Full-Stack Development, Salesforce, Workday, Machine Learning, Software Testing, and Video Editing. With the option to choose between online and offline (classroom) learning, our well-structured courses cater to students, working professionals, business owners, and entrepreneurs. Here’s what you can expect at Zeblearnindia Learning:

Expert-Led Training
Globally Recognized Certifications
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Hands-On Learning
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