MapReduce Courses and Certifications

Understanding the MapReduce Programming Model

182 ratings at Pluralsight

The MapReduce programming model is the de facto standard for parallel processing of Big Data. This course introduces MapReduce, explains how data flows through a MapReduce program, and guides you through writing your first MapReduce program in Java.

• Pluralsight
• 1 hour 49 minutes
• On-Demand
• Free Trial Available

Applying MapReduce to Common Data Problems

68 ratings at Pluralsight

Knowing how to program MapReduce is only half the battle. In this course, you'll learn how to set up the correct MapReduce based on what you want to accomplish.

• Pluralsight
• 2 hours 3 minutes
• On-Demand
• Free Trial Available

UofU Data Science

MapReduce and Distributed Computing for Data Mining - Spring 2023

Master distributed computing fundamentals through MapReduce, exploring cluster computing challenges, file systems, and practical applications like PageRank and community detection algorithms.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Mining Massive Datasets

24 reviews

The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.

• edX
• 7 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Intro to Data Science

13 reviews

Learn foundational data science topics: manipulation, analysis, visualization, and big data. Gain practical skills through hands-on application of basic techniques across various domains.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

NPTEL;  IIT Patna

Big Data Computing

13 reviews

Comprehensive exploration of big data technologies, covering Hadoop, Spark, key-value stores, streaming analytics, machine learning, and graph processing for large-scale data analysis and insights.

• YouTube
• 19 hours
• On-Demand
• Free Video

Cloud Computing Concepts, Part 1

21 reviews

Explore fundamental distributed computing concepts for cloud systems, including MapReduce, NoSQL stores, and key algorithms. Gain hands-on experience through C++ programming assignments and industry insights.

• Coursera
• 23 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Big Data

16 reviews

Gain hands-on experience with big data tools and systems. Learn to organize, analyze, and interpret data for better business decisions. Apply insights to real-world problems through predictive modeling and graph analytics.

• Coursera
• 35 weeks, 3 hours a week
• On-Demand
• Paid Course
• 6 courses

Data Manipulation at Scale: Systems and Algorithms

766 ratings at Coursera

Explore data manipulation at scale, covering systems and algorithms for processing large datasets. Learn about databases, MapReduce, NoSQL, and graph analytics to effectively handle big data challenges.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

NPTEL;  IIT Kharagpur

Cloud Computing

6 reviews

This course will introduce various aspects of cloud computing, including fundamentals, management issues, security challenges and future research trends. This will help students (both UG and PG levels) and researchers to use and explore the cloud computi…

• YouTube
• 21 hours
• On-Demand
• Free Video

The Ultimate Hands-On Hadoop: Tame your Big Data!

30399 ratings at Udemy

Data Engineering and Hadoop tutorial with MapReduce, HDFS, Spark, Flink, Hive, HBase, MongoDB, Cassandra, Kafka + more!

• Udemy
• 14 hours 34 minutes
• On-Demand
• Paid Course

Learn Big Data: The Hadoop Ecosystem Masterclass

8107 ratings at Udemy

Master the Hadoop ecosystem using HDFS, MapReduce, Yarn, Pig, Hive, Kafka, HBase, Spark, Knox, Ranger, Ambari, Zookeeper

• Udemy
• 5 hours 59 minutes
• On-Demand
• Paid Course

Taming Big Data with MapReduce and Hadoop - Hands On!

2954 ratings at Udemy

Learn MapReduce fast by building over 10 real examples, using Python, MRJob, and Amazon's Elastic MapReduce Service.

• Udemy
• 5 hours 5 minutes
• On-Demand
• Paid Course

Big Data and Hadoop for Beginners - with Hands-on!

2042 ratings at Udemy

Everything you need to know about Big Data, and Learn Hadoop, HDFS, MapReduce, Hive & Pig by designing Data Pipeline.

• Udemy
• 3 hours 13 minutes
• On-Demand
• Paid Course

Big data Internship Program - Foundation

1503 ratings at Udemy

A Complete Guide to Learn Big data and Hadoop from Scratch.

• Udemy
• 4 hours 38 minutes
• On-Demand
• Free Online Course