About this Course
The Apache™ Hadoop® project develops open-source software for reliable, scalable, distributed computing. Learn the fundamental principles behind it, and how you can use its power to make sense of your Big Data.
Play Trailer Play TrailerIntro to Hadoop and MapReduce
Course Cost
Free
Timeline
Approx. 1 month
Skill Level
Intermediate
Included in Course
Rich Learning Content
Interactive Quizzes
Taught by Industry Pros
Self-Paced Learning
Student Support Community
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This free course is your first step towards a new career with the Machine Learning Engineer Nanodegree Program.
Free Course
Intro to Hadoop and MapReduce
Enhance your skill set and boost your hirability through innovative, independent learning.
Course Leads
-
Sarah Sproehnle
Instructor
-
Ian Wrigley
Instructor
-
Gundega Dekena
Instructor
What You Will Learn
Lesson 1
Big Data
- What is Big Data?
- The problems big data creates.
- How Apache Hadoop addresses these problems.
Lesson 1
Big Data
- What is Big Data?
- The problems big data creates.
- How Apache Hadoop addresses these problems.
Lesson 2
HDFS and MapReduce
- Discover how HDFS distributes data over multiple computers.
- Learn how MapReduce enables analyzing datasets in parallel across multiple machines.
Lesson 2
HDFS and MapReduce
- Discover how HDFS distributes data over multiple computers.
- Learn how MapReduce enables analyzing datasets in parallel across multiple machines.
Lesson 3
MapReduce code
- Write your own MapReduce code.
Lesson 3
MapReduce code
- Write your own MapReduce code.
Lesson 4
MapReduce Design Patterns
- Use common patterns for MapReduce programs to analyze Udacity forum data.
Lesson 4
MapReduce Design Patterns
- Use common patterns for MapReduce programs to analyze Udacity forum data.
Prerequisites and Requirements
Lesson 1 does not have technical prerequisites and is a good overview of Hadoop and MapReduce for managers.
To get the most out of the class, however, you need basic programming skills in Python on a level provided by introductory courses like our Introduction to Computer Science course.
To learn more about Hadoop, you can also check out the book Hadoop: The Definitive Guide.
See the Technology Requirements for using Udacity.
Why Take This Course
- How Hadoop fits into the world (recognize the problems it solves)
- Understand the concepts of HDFS and MapReduce (find out how it solves the problems)
- Write MapReduce programs (see how we solve the problems)
- Practice solving problems on your own
What do I get?
- Instructor videos
- Learn by doing exercises
- Taught by industry professionals
Related Courses
Deploying a Hadoop Cluster
Real-Time Analytics with Apache Storm
Big Data Analytics in Healthcare
Model Building and Validation
Segmentation and Clustering
Data Wrangling with MongoDB
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