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
• Free Online Course (Audit)

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

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

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 Kharagpur

Cloud Computing

9 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

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
• 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

Advanced Big Data Systems | 高级大数据系统

高级大数据系统的实现、优化和应用，包括分布式文件系统、MapReduce/Spark、Storm/Spark streaming、Mahout等系统的原理、实现、策略优化。

• edX
• 16 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Big Data, Hadoop, and Spark Basics

42 ratings at edX

This course provides foundational big data practitioner knowledge and analytical skills using popular big data tools, including Hadoop and Spark. Learn and practice your big data skills hands-on.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Data Manipulation at Scale: Systems and Algorithms

767 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)

Data Analysis Using Hadoop Tools

Master Hadoop ecosystem tools like Hive, Pig, HBase, and Spark for advanced big data processing and analysis. Gain hands-on experience with SQL querying, data transformation, NoSQL databases, and in-memory computation.

• Coursera
• 23 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Big Data Processing Using Hadoop

Master the Hadoop ecosystem for big data processing, from HDFS and MapReduce to advanced tools like Hive, Pig, and Spark. Develop practical skills for designing, deploying, and optimizing large-scale data solutions.

• Coursera
• On-Demand
• Paid Course
• 4 courses

Microcredential

Large-Scale Database Systems

Master distributed database systems, cloud computing, and machine learning concepts while gaining practical skills in query optimization, data reliability, and scalable analytics using Hadoop and MapReduce.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Distributed Query Optimization and Security

Master query optimization and security techniques for distributed databases while exploring Hadoop, MapReduce, and HDFS implementation for efficient data processing and robust protection mechanisms.

• Coursera
• 17 hours 33 minutes
• On-Demand
• Free Online Course (Audit)