MapReduce Courses and Certifications

YARN MapReduce Architecture and Advanced Programming

Explore YARN and MapReduce architecture, write and configure MapReduce jobs, and optimize them with combiners, partitioners, compression, counters, multithreading, and speculative execution.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

Taming Big Data with MapReduce and Hadoop - Hands On!

2994 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
• Self-Paced
• Paid Course

EDUCBA

MapReduce with Hadoop: Analyze, Design & Deploy

Design custom MapReduce jobs with combiners and partitioners, parse weblogs, build inverted indexes and social graph analysis, and deploy projects on Cloudera local host.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

Cloudera

Intro to Hadoop and MapReduce

21 ratings

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
• Self-Paced
• Free Online Course

Introduction to Big Data

34 ratings

Explore the Big Data landscape: the six V's, people/organization/sensor data sources, a five-step data science process, and hands-on Hadoop with HDFS, YARN and MapReduce.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

Comprehensive MapReduce Certification Training

Master the Hadoop MapReduce framework, working through core and advanced MapReduce concepts with live industry use-cases.

• Edureka
• Self-Paced
• Paid Course

MapReduce Design Patterns Certification Training

Master the MapReduce framework through design patterns: summarization, filtering, data organization, joins, meta and graph patterns, and input/output patterns, with analogies to Pig and SQL.

• Edureka
• Self-Paced
• 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
• Self-Paced
• Free Video

Hadoop Platform and Application Framework

25 ratings

Learn the Hadoop stack hands-on: HDFS read/write and tuning, designing and running Map/Reduce tasks, and Apache Spark's in-memory processing with Python and Scala.

• Coursera
• 5 weeks, 5 hours a week
• Self-Paced
• Paid Course

Mining Massive Datasets

24 ratings

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
• Self-Paced
• Free Online Course (Audit)

• Best of All Time

Cloud Computing Concepts, Part 1

22 ratings

Know cloud systems from the inside out: gossip and membership protocols, P2P DHTs, key-value stores and CAP, clock synchronization, multicast ordering, and Paxos consensus, coded in C++.

• Coursera
• 5 weeks, 5 hours a week
• Self-Paced
• Paid Course

Learn By Example: Hadoop, MapReduce for Big Data problems

1190 ratings at Udemy

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

• Udemy
• 13 hours 44 minutes
• Self-Paced
• Paid Course

EDUCBA

Big Data Analytics with Hive, Pig & MapReduce

Design Hive databases with partitions, bucketing and complex types, ingest data using Sqoop, run MapReduce jobs, and process XML with Pig to analyze social media datasets.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

EDUCBA

Big Data with Hadoop: Apply MapReduce, Pig & Hive

Analyze sensor datasets with Hadoop: preprocess JSON files, run MapReduce jobs, build Apache Pig data flows, and query with Hive across demographic, income tax, and child labor cases.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

EDUCBA

Hadoop Projects: Apply MapReduce, Pig & Hive

Analyze real YouTube datasets on Hadoop: prepare raw data, run MapReduce jobs, write Pig Latin scripts, and query with HiveQL for top-rated and most-viewed videos.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course