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

École Polytechnique Fédérale de Lausanne
Parallel programming (Scala 2 version)
Skills you'll gain: Scala Programming, Data Structures, Distributed Computing, Programming Principles, Algorithms, Performance Tuning, Functional Design, Performance Testing
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Johns Hopkins University
HDFS Architecture and Programming
Skills you'll gain: Apache Hadoop, File Systems, Big Data, Java, Data Structures, File Management, Software Architecture, Data Processing, Distributed Computing, Data Storage, Development Environment, Scalability, System Configuration
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
DeepLearning.AI
Data Modeling, Transformation, and Serving
Skills you'll gain: Data Modeling, Data Transformation, Data Processing, Data Warehousing, Apache Hadoop, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark, Data Manipulation, Star Schema, Applied Machine Learning, Real Time Data, Machine Learning, Natural Language Processing
4.6
Rating, 4.6 out of 5 stars
71 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of California San Diego
Data Structures and Performance
Skills you'll gain: Unit Testing, Data Structures, Development Testing, Java Programming, Software Testing, Performance Tuning, Debugging, Computer Programming, Algorithms, Object Oriented Programming (OOP), Theoretical Computer Science
4.8
Rating, 4.8 out of 5 stars
2.2K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Google Cloud
Building Batch Data Pipelines on Google Cloud
Skills you'll gain: Data Pipelines, Dataflow, Extract, Transform, Load, Google Cloud Platform, Data Integration, Data Migration, Data Processing, Apache Hadoop, Serverless Computing, Apache Spark, Big Data, Data Transformation
4.5
Rating, 4.5 out of 5 stars
1.7K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Cloudera
Managing Big Data in Clusters and Cloud Storage
Skills you'll gain: Apache Hive, Database Management, SQL, Big Data, Databases, Data Management, Amazon S3, Apache Hadoop, Data Storage, Cloud Storage, Performance Tuning, Command-Line Interface
4.7
Rating, 4.7 out of 5 stars
297 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Google Cloud
Building Batch Data Pipelines on GCP en Español
Skills you'll gain: Data Pipelines, Dataflow, Google Cloud Platform, Extract, Transform, Load, Data Processing, Apache Hive, Data Integration, Apache Spark, PySpark, Serverless Computing, Apache Hadoop, Big Data, Data Migration, Data Transformation, Performance Tuning
4.6
Rating, 4.6 out of 5 stars
45 reviews
Intermediate · Course · 1 - 3 Months
Alibaba Cloud Academy
Big Data Analysis Deep Dive
Skills you'll gain: Dashboard, Big Data, Data Processing, Data Visualization Software, Apache Hive, Apache Spark, Apache Hadoop, Pandas (Python Package), Data Manipulation, SQL, Extract, Transform, Load, PySpark, Business Intelligence, Data Integration, Database Management, Cloud Storage
4.6
Rating, 4.6 out of 5 stars
33 reviews
Intermediate · Course · 1 - 3 Months
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, Scripting Languages
4.5
Rating, 4.5 out of 5 stars
11 reviews
Intermediate · Project · Less Than 2 Hours
Fundação Instituto de Administração
Introdução ao Big Data
Skills you'll gain: Big Data, Internet Of Things, Network Analysis, Text Mining, Apache Hadoop, Business Intelligence, Data Analysis Software, Unstructured Data, Analytics, Real Time Data, Cloud Computing, Data Storage, Data Science, Marketing Analytics, Customer Retention
4.6
Rating, 4.6 out of 5 stars
322 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
Serverless Data Processing with Dataflow: Develop Pipelines
Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Real Time Data, Data Transformation, Jupyter, Google Cloud Platform, JSON, SQL
4
Rating, 4 out of 5 stars
41 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
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, Applied Machine Learning, Cloud Solutions, CI/CD, Python Programming, Serverless Computing, Application Frameworks, Docker (Software), Generative AI Agents, GitHub, Command-Line Interface
4.2
Rating, 4.2 out of 5 stars
171 reviews
Advanced · Course · 1 - 3 Months