Free Online MapReduce Courses & MOOCs

Coursera

University of Illinois at Urbana-Champaign

Cloud Computing Concepts, Part 1 (Coursera)

CS: Theory CS: Information & Technology

Dive into the core concepts that power today's cloud computing systems. This introductory course covers essential techniques, algorithms, and design philosophies for building scalable and efficient cloud solutions. From understanding clouds to mastering MapReduce and exploring NoSQL stores, this course is designed for those eager to grasp the fundamentals of distributed systems.

Jun 22nd 2026

5-12 Weeks

Programming Cloud Algorithms

Coursera

University of Washington

Data Manipulation at Scale: Systems and Algorithms (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of big data analytics with 'Data Manipulation at Scale: Systems and Algorithms'. This course will equip you with the knowledge and skills needed to effectively manage, analyze, and manipulate large volumes of data using cutting-edge systems and algorithms. Learn how to harness powerful computing resources and programming abstractions to extract valuable insights from complex datasets.

Jun 22nd 2026

4 Weeks

Algebra Algorithms Databases

Coursera

University of Washington

Machine Learning: Clustering & Retrieval (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Machine Learning with our 'Clustering & Retrieval' course. Explore techniques for finding similar documents, efficient retrieval methods, and uncovering new topics in vast datasets. Perfect for data enthusiasts and professionals seeking to enhance their skills in document analysis and information retrieval.

Jun 22nd 2026

5-12 Weeks

Machine Learning Clustering MapReduce

Coursera

University of Illinois at Urbana-Champaign

Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud (Coursera)

Security & Networking

Explore the transformative power of cloud computing as you delve deeper into its applications, particularly focusing on big data analysis and leveraging cloud-based solutions. This advanced course is designed for those who want to harness the potential of cloud computing to revolutionize their approach to handling and utilizing vast amounts of information.

Jun 22nd 2026

4 Weeks

Cloud Machine Learning Big Data

Coursera

University of Illinois at Urbana-Champaign

Cloud Computing Concepts: Part 2 (Coursera)

CS: Software Engineering CS: Theory

Dive deep into the foundational principles of cloud computing with 'Cloud Computing Concepts: Part 2'. This comprehensive online course explores critical distributed system concepts like Clouds, MapReduce, key-value stores, and more. Learn how to leverage these fundamental techniques to build scalable and efficient cloud-based solutions.

Jun 15th 2026

5-12 Weeks

Programming Cloud Algorithms

Coursera

University of California, San Diego

Introduction to Big Data (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey into the world of Big Data with our introductory course designed for beginners. Gain insights into why Big Data matters, learn core concepts, and discover how frameworks like Hadoop make big data analysis accessible. Whether you're looking to enhance your business acumen or start a career in data science, this course is your first step towards understanding and leveraging the transformative potential of Big Data.

Jun 15th 2026

3 Weeks

Big Data Data Analysis Hadoop

Coursera

University of California, San Diego

Hadoop Platform and Application Framework (Coursera)

Statistics & Data Analysis Data Science

Discover the essential tools for managing and analyzing big data with our beginner-friendly course on Hadoop Platform and Application Framework. Learn from industry experts as you explore hands-on examples using Hadoop and Spark, two leading technologies in big data processing. Gain confidence in explaining key components of Hadoop architecture, software stack, and execution environment.

Jun 15th 2026

5-12 Weeks

Big Data Data Analysis Hadoop

Coursera

Alibaba Cloud Academy

Big Data Analysis Deep Dive (Coursera)

CS: Information & Technology

Embark on an in-depth exploration into the world of big data with our expert-led course. Whether you're an aspiring data analyst or looking to enhance your current skill set, this course provides a structured pathway to mastering key tools and techniques essential for a career in big data analytics. From Python programming for data processing to advanced SQL querying and leveraging platforms like Hive, Hadoop, Spark on E-MapReduce, our curriculum is designed to equip you with the knowledge and skills needed to analyze, interpret, and visualize large datasets effectively.

Jun 8th 2026

5-12 Weeks

Python SQL Big Data

EdX

University of California, San Diego,UC San DiegoX

Big Data Analytics Using Spark (edX)

Statistics & Data Analysis Data Science

Dive into the world of big data analytics with our expert-led course, designed to equip you with the skills needed to handle and analyze massive datasets using Apache Spark. Whether you're a beginner or looking to advance your expertise, this course will guide you through the complexities of big data analysis, ensuring you can harness its potential for your projects.

Dec 5th 2023

5-12 Weeks

Machine Learning Big Data Hadoop