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The Hands-On Guide to Hadoop and Big Data

1315 students enrolled

This course consists of:

18 Tutorials

This 18-part hands-on course introduces you to the basics of Hadoop and Big Data through code samples and walkthroughs.

The primary objectives of this course are:

Install and develop with a real Hadoop installation using Docker on either your local machine or on the Digital Ocean Cloud.
Set up the backbone of your own big data cluster using HDFS and MapReduce.
Analyze large data sets by writing programs on Pig and Spark.
Store and query your data using Sqoop, Hive, HBase, Cassandra, MongoDB, Drill, Phoenix, and Presto.
Manage your cluster and workflows using Oozie, YARN, Mesos, Zookeeper, and Hue.
Stream real-time data using Kafka, Flume, Spark Streaming, Flink, and Storm.

Everything in this guide is 100% free. You can think of this guide as a "Free Online Nano Book". Tutorials are easy to understand and make you productive at learning Big Data concepts.

Pro-tip: If you already know some of the concepts below, you can skip them by marking them as completed.

Syllabus

Introduction to Big Data

Introduction to Big Data
9 mins
Introduction to Big Data Types and Management
11 mins

Introduction to Hadoop

Writing Programs on Hadoop

Apache Pig Tutorial
21 mins
Apache Spark Tutorial
19 mins

Storing and Querying Data

Hive Tutorial
17 mins
Sqoop Tutorial
6 mins
HBase Tutorial — Hadoop and NoSQL Part 1
20 mins
Cassandra Tutorial — Hadoop and NoSQL Part 2
10 mins
MongoDB — Hadoop and NoSQL Part 3
6 mins
Data Querying Tools Tutorial — Zeppelin, Drill, Phoenix, and Presto
10 mins

Cluster and Workflow Management

Streaming Data

Real World Systems

Designing Real-World Systems
10 mins

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Introduction to Big Data

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Prerequisites

2 weeks if you make progress everyday, and 1-2 months if you come back 3-4 times per week.

Expected Completion Time

Basic programming knowledge (Java) and how to use a command line.

Frequently Asked Questions

What does it cost?

Every tutorial on Commonlounge is available for free, and will always be. We only ask you to come back and contribute and make Commonlounge better for everyone once you are an expert. We offer premium content like quizzes, hands-on projects and certificate of completion as part of our Pro Plan. We also offer one-on-one mentorship and feedback on real-world projects from industry-experts as part of our Plus Plan.

When can I start?

Right now. Enroll in this course and follow it at your own pace. You can also set a reminder above to send the next item to your inbox every week.