Apache Hadoop is a software library operated by the Apache Software Foundation, an open-source software publisher. Hadoop is a framework used for distributed processing of big data, especially across a clustered network of computers. It uses simple programming models and can be used with a single server as well as with installations that involve hundreds or even thousands of machines with their own computation and storage capabilities. The Hadoop software is used to deliver services across a network of computers, any one of which could crash. This is important in data management, machine learning, data warehousing, and other machine-intensive programming applications.

What are typical careers that use Hadoop?

Careers that use Hadoop include computer engineering, computer programming, computer science, and data analysis. Hadoop is typically used in programming and data analysis positions that work with big data. Hence, more and more careers call for an understanding of it. Data management, machine learning, and cloud storage systems run on Hadoop. As more work involves big data, the ability to use Hadoop to collect and analyze it becomes more important. Learning Hadoop will prepare you to use data or to communicate with colleagues who are managing it. Structuring data warehouses and designing management dashboards can improve operations in many types of organizations. Hadoop is specialized, but its use is becoming more widespread.

How can online courses help me learn Hadoop?

Online courses can help you learn Hadoop by introducing you to the basics of it, having you work through exercises and create programs that use it, and seeing how it connects to other parts of the data warehouse. Some courses require no programming experience. Others assume that you understand programming but need specific experience with Hadoop. Some courses are practical, offering hands-on experience and leading to the creations of programs that can be used right away. Others are theoretical and explain the nature of Hadoop and the underlying principles of big data. The courses build on each other, with some leading to Specializations and online degrees.

What are the benefits of taking an online Hadoop course?

Online Hadoop courses offer a convenient and flexible way to enhance your knowledge or learn new Hadoop skills. Choose from a wide range of Hadoop courses offered by top universities and industry leaders tailored to various skill levels.

What Hadoop courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Hadoop, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Hadoop Courses - Learn Hadoop Online

Explore the Hadoop Course Catalog

University of California San Diego
Big Data Modeling and Management Systems
Skills you'll gain: Data Modeling, Data Infrastructure, Databases, Data Architecture, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Data Processing, Data Storage, Relational Databases, Scalability, Virtual Environment
4.4
Rating, 4.4 out of 5 stars
3K reviews
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Cloud Computing Concepts: Part 2
Skills you'll gain: Distributed Computing, File Systems, Cloud Computing, Transaction Processing, Network Security, Data Centers, Authorization (Computing), Apache Hadoop, Data Store, Authentications, Scalability, NoSQL, Algorithms, Encryption, Graph Theory
4.6
Rating, 4.6 out of 5 stars
318 reviews
Mixed · Course · 1 - 3 Months
Duke University
DevOps, DataOps, MLOps
Skills you'll gain: MLOps (Machine Learning Operations), Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Containerization, Rust (Programming Language), DevOps, Cloud Development, Google Cloud Platform, Applied Machine Learning, CI/CD, Cloud Computing, Generative AI, Python Programming, Serverless Computing, Application Frameworks, GitHub
4.1
Rating, 4.1 out of 5 stars
152 reviews
Advanced · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
Big Data Technologies and Applications
Skills you'll gain: Big Data, Data Processing, Data Analysis, Analytics, Apache Spark, Data Storage Technologies, Data Manipulation, Apache Hadoop, Real Time Data, Business Intelligence, Distributed Computing
4.8
Rating, 4.8 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure
Skills you'll gain: Cloud Infrastructure, Cloud Services, Cloud Computing, Cloud Storage, Cloud Platforms, Infrastructure As A Service (IaaS), Containerization, Data Storage Technologies, Virtualization, Virtual Machines, Cloud Applications, Amazon S3, Platform As A Service (PaaS), File Systems
4.3
Rating, 4.3 out of 5 stars
835 reviews
Intermediate · Course · 1 - 3 Months
Universitat Autònoma de Barcelona
Big Data – Introducción al uso práctico de datos masivos
Skills you'll gain: Exploratory Data Analysis, Data Visualization, Big Data, Data Processing, Interactive Data Visualization, Apache Hadoop, Data Visualization Software, Regression Analysis, Data Storytelling, Classification And Regression Tree (CART), Unsupervised Learning, Data Presentation, PySpark, Apache Hive, Apache Spark, Applied Machine Learning, Data Infrastructure, Data Storage Technologies, Virtual Machines, Data Science
4.6
Rating, 4.6 out of 5 stars
2.9K reviews
Beginner · Specialization · 3 - 6 Months
Coursera Project Network
Java Built in Data Structures
Skills you'll gain: Java, Data Structures, Java Programming, Data Access, Data Validation
4.6
Rating, 4.6 out of 5 stars
20 reviews
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Leveraging Unstructured Data with Cloud Dataproc on Google Cloud em Português Brasileiro
Skills you'll gain: Google Cloud Platform, Big Data, Apache Spark, Apache Hadoop, Jupyter, PySpark, Cloud Storage, Cloud Computing, Cloud Services, Apache Hive, Data Processing, Unstructured Data, Natural Language Processing, Machine Learning
4.6
Rating, 4.6 out of 5 stars
13 reviews
Intermediate · Course · 1 - 4 Weeks
Google Cloud
ETL Processing on Google Cloud Using Dataflow and BigQuery
Skills you'll gain: Data Pipelines, Extract, Transform, Load, Dataflow, Data Processing, Scripting, Google Cloud Platform, Big Data
4.5
Rating, 4.5 out of 5 stars
11 reviews
Intermediate · Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Cloud Computing Concepts, Part 1
Skills you'll gain: Distributed Computing, NoSQL, Operating Systems, Apache Cassandra, Cloud Computing, Systems Design, Data Storage Technologies, Apache Hadoop, Database Theory, Algorithms, Data Structures, Scalability, C++ (Programming Language), Network Protocols
4.3
Rating, 4.3 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 3 Months
Università di Napoli Federico II
Autonomous Vehicle Engineering
Skills you'll gain: NoSQL, Apache Hadoop, Apache Hive, Big Data, Machine Controls, Simulation and Simulation Software, Database Systems, Artificial Intelligence, Mechanical Engineering, Computer Vision, Systems Architecture, Process Control, Distributed Computing, Simulations, Data Processing, Experimentation, Matlab, Technical Design, Vibrations, Global Positioning Systems
4.3
Rating, 4.3 out of 5 stars
55 reviews
Beginner · Specialization · 1 - 3 Months
University of Colorado Boulder
Developing Industrial Internet of Things
Skills you'll gain: Internet Of Things, Data Visualization, Data Storage, Embedded Software, Embedded Systems, Debugging, General Networking, Process Driven Development, Machine Learning Algorithms, Big Data, Wireless Networks, Computer Networking, Automation, Network Protocols, Emerging Technologies, Failure Analysis, Information Systems Security, Technical Communication, Apache Hadoop, Simulations
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
696 reviews
Intermediate · Specialization · 3 - 6 Months