MapReduce Courses and Certifications

YARN MapReduce Architecture and Advanced Programming

Master YARN and MapReduce architectures, optimization techniques, and advanced programming concepts for efficient large-scale data processing, including combiners, partitioners, and multithreading.

• Coursera
• 17 hours 26 minutes
• On-Demand
• Paid Course

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

Center for Language & Speech Processing(CLSP), JHU

Data-Intensive Text Processing with MapReduce

Discover how to process large-scale text data efficiently using MapReduce framework for computational linguistics and natural language processing applications.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Cloudera

Intro to Hadoop and MapReduce

21 reviews

In this short course, learn the fundamentals of MapReduce and Apache Hadoop to start making sense of Big Data in the real world!

• Udacity
• 3 hours
• On-Demand
• Free Online Course

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

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
• 12 weeks, 10 hours a week
• On-Demand
• Paid Course
• 6 courses

Cloud Computing Concepts, Part 1

22 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
• Paid Course

Taming Big Data with MapReduce and Hadoop - Hands On!

2983 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

Learn By Example: Hadoop, MapReduce for Big Data problems

1185 ratings at Udemy

A hands-on workout in Hadoop, MapReduce and the art of thinking "parallel"

• Udemy
• 13 hours 44 minutes
• On-Demand
• Paid Course

Big Data: Hadoop| MapReduce| Hive| Pig| NoSQL| Mahout| Oozie

497 ratings at Udemy

Learn Hadoop, HDFS, MapReduce, Hive, Pig, NoSQL, Mahout, Oozie, Flume, Storm, Avro, Spark, Projects and Case studies.

• Udemy
• 2 days 19 hours 57 minutes
• On-Demand
• Paid Course

EDUCBA

Big Data Analytics with Hive, Pig & MapReduce

Master Hive, Pig & MapReduce for big data analytics through hands-on telecom and social media case studies, covering database design, XML processing, and large-scale dataset analysis.

• Coursera
• 9 hours 20 minutes
• On-Demand
• Paid Course

EDUCBA

MapReduce with Hadoop: Analyze, Design & Deploy

Master Hadoop's MapReduce framework through hands-on projects including rating analysis, log processing, inverted indexing, and social graph computation with deployment on Cloudera.

• Coursera
• 13 hours 28 minutes
• On-Demand
• Paid Course

EDUCBA

Big Data with Hadoop: Apply MapReduce, Pig & Hive

Discover how to process large-scale sensor data using Hadoop MapReduce, Apache Pig, and Hive through hands-on projects analyzing demographics, income, and social indicators.

• Coursera
• 8 hours 7 minutes
• On-Demand
• Paid Course

EDUCBA

Hadoop Projects: Apply MapReduce, Pig & Hive

Master Big Data analytics with hands-on YouTube dataset projects using MapReduce, Pig Latin scripts, and HiveQL queries to extract real-world insights and build portfolio-ready skills.

• Coursera
• 6 hours 4 minutes
• On-Demand
• Paid Course

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