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 .

Best Hadoop Courses Online with Certificates [2024]

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Explore the Hadoop Course Catalog

IBM
Introduction to Big Data with Spark and Hadoop
Skills you'll gain: Apache, Big Data, Distributed Computing Architecture, Data Management, Kubernetes, Data Architecture, Data Warehousing, Extract, Transform, Load, Process Analysis, Python Programming
4.4
Rating, 4.4 out of 5 stars
392 reviews
Intermediate · Course · 1 - 3 Months
University of California San Diego
Hadoop Platform and Application Framework
Skills you'll gain: Apache, Big Data, Distributed Computing Architecture, Data Management, Databases, Data Analysis, Data Analysis Software, Data Architecture, Database Application, Python Programming, Computer Programming
4
Rating, 4 out of 5 stars
3.3K reviews
Mixed · Course · 1 - 3 Months
University of California San Diego
Big Data
Skills you'll gain: Data Analysis, Big Data, Data Management, Databases, Data Model, Exploratory Data Analysis, Machine Learning, Data Structures, Data Analysis Software, Data Visualization, SQL, Data Mining, Apache, Database Design, Extract, Transform, Load, Graph Theory, Probability & Statistics, Statistical Programming, Mathematics, Data Architecture, Data Warehousing, Machine Learning Algorithms, Process Analysis, Leadership and Management, Cloud Computing, PostgreSQL, Python Programming, Statistical Visualization, Algorithms, Human Learning
4.5
Rating, 4.5 out of 5 stars
14K reviews
Beginner · Specialization · 3 - 6 Months
IBM
NoSQL, Big Data, and Spark Foundations
Skills you'll gain: Apache, Extract, Transform, Load, Big Data, Distributed Computing Architecture, Data Management, Machine Learning, Kubernetes, Data Architecture, Data Warehousing, Process Analysis, Python Programming, Cloud Computing, IBM Cloud, NoSQL
4.5
Rating, 4.5 out of 5 stars
677 reviews
Beginner · Specialization · 3 - 6 Months
Duke University
Spark, Hadoop, and Snowflake for Data Engineering
Skills you'll gain: Big Data, Data Warehousing, Python Programming
4
Rating, 4 out of 5 stars
42 reviews
Advanced · Course · 1 - 4 Weeks
University of California San Diego
Introduction to Big Data
Skills you'll gain: Big Data, Data Analysis, Data Management, Data Model, Exploratory Data Analysis, Cloud Computing, Data Structures, Databases, Extract, Transform, Load, Machine Learning, Apache
4.6
Rating, 4.6 out of 5 stars
11K reviews
Mixed · Course · 1 - 3 Months
Cloudera
Modern Big Data Analysis with SQL
Skills you'll gain: Data Management, Databases, Big Data, SQL, Data Analysis, Data Structures, Cloud Storage, Database Theory, Apache, Database Administration, Data Analysis Software, Exploratory Data Analysis, Database Design, Database Application, Data Warehousing
4.7
Rating, 4.7 out of 5 stars
1.4K reviews
Beginner · Specialization · 3 - 6 Months
Google Cloud
Introduction to Cloud Dataproc: Hadoop and Spark on Google Cloud
4
Rating, 4 out of 5 stars
11 reviews
Beginner · Project · Less Than 2 Hours
IBM
Scalable Machine Learning on Big Data using Apache Spark
Skills you'll gain: Apache, Big Data, Machine Learning, Human Learning, Machine Learning Algorithms, Data Science
3.8
Rating, 3.8 out of 5 stars
1.2K reviews
Intermediate · Course · 1 - 4 Weeks
Duke University
Applied Python Data Engineering
Skills you'll gain: Big Data, Business Communication, Cloud Applications, Cloud-Based Integration, Data Analysis, Data Visualization, Data Warehousing, Docker (Software), Kubernetes, Python Programming
3.8
Rating, 3.8 out of 5 stars
65 reviews
Intermediate · Specialization · 1 - 3 Months
École Polytechnique Fédérale de Lausanne
Big Data Analysis with Scala and Spark
Skills you'll gain: Big Data, Apache, Computer Programming, SQL, Scala Programming
4.6
Rating, 4.6 out of 5 stars
2.6K reviews
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Building Batch Data Pipelines on Google Cloud
Skills you'll gain: Cloud Computing, Cloud Platforms, Google Cloud Platform, Data Management, Apache, Big Data, Cloud Storage, SQL, Python Programming, Statistical Programming
4.5
Rating, 4.5 out of 5 stars
1.7K reviews
Intermediate · Course · 1 - 3 Months