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

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Explore the Hadoop Course Catalog

Status: Free Trial
University of Illinois Urbana-Champaign
Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud
Skills you'll gain: Big Data, Apache Spark, Data Storage Technologies, Apache Hadoop, Distributed Computing, Data Storage, Data Processing, NoSQL, Apache Kafka, Real Time Data, Cloud Computing, Databases, Analytics, Deep Learning, Scalability, Machine Learning Algorithms, Graph Theory, Live Streaming
4.3
Rating, 4.3 out of 5 stars
342 reviews
Mixed · Course · 1 - 3 Months
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
Yonsei University
Spatial Data Science and Applications
Skills you'll gain: Spatial Data Analysis, Geographic Information Systems, Geospatial Mapping, Database Management Systems, Big Data, Apache Hadoop, Data Modeling, PostgreSQL, Network Analysis
4.4
Rating, 4.4 out of 5 stars
520 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Big Data Modeling and Management Systems
Skills you'll gain: Data Modeling, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Apache Hadoop, Data Structures, Scalability, Virtual Environment
4.4
Rating, 4.4 out of 5 stars
3K reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Edureka
PySpark in Action: Hands-On Data Processing
Skills you'll gain: PySpark, Apache Spark, Apache Hadoop, Data Processing, Big Data, Pandas (Python Package), Data Manipulation, SQL, Data Transformation
3
Rating, 3 out of 5 stars
7 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Cloudera
Analyzing Big Data with SQL
Skills you'll gain: SQL, Apache Hive, Big Data, MySQL, Query Languages, Databases, Apache Hadoop, PostgreSQL, Data Manipulation, Data Analysis, Virtual Machines
4.8
Rating, 4.8 out of 5 stars
529 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Cloud Computing Concepts: Part 2
Skills you'll gain: Distributed Computing, File Systems, Cloud Computing, Operating Systems, Transaction Processing, Network Security, Data Centers, Authorization (Computing), Apache Hadoop, Data Store, Authentications, Cryptography, NoSQL, Algorithms
4.6
Rating, 4.6 out of 5 stars
319 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Washington
Machine Learning: Clustering & Retrieval
Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Big Data, Statistical Inference, Text Mining, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Probability Distribution, Algorithms
4.7
Rating, 4.7 out of 5 stars
2.4K reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Universidad Nacional Autónoma de México
Business intelligence and data warehousing
Skills you'll gain: Data Warehousing, Extract, Transform, Load, Business Intelligence, Data Mining, Big Data, Predictive Analytics, Analytics, Data Modeling, MySQL, Business Analytics, Apache Hadoop, Star Schema, Unstructured Data, Database Design, SQL, Data Transformation
3.9
Rating, 3.9 out of 5 stars
100 reviews
Intermediate · Course · 1 - 3 Months
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 Services, Apache Hive, Data Processing, Unstructured Data, Natural Language Processing, Distributed Computing, Command-Line Interface
4.6
Rating, 4.6 out of 5 stars
13 reviews
Intermediate · Course · 1 - 4 Weeks
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: Free Trial
University of Illinois Urbana-Champaign
Cloud Computing Concepts, Part 1
Skills you'll gain: Distributed Computing, Data Store, NoSQL, Operating Systems, Apache Cassandra, Cloud Computing, Systems Design, Apache Hadoop, Database Theory, Algorithms, Theoretical Computer Science, Scalability, C++ (Programming Language), Network Protocols
4.3
Rating, 4.3 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular hadoop courses

Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud: University of Illinois Urbana-Champaign
Introdução ao Big Data : Fundação Instituto de Administração
Spatial Data Science and Applications: Yonsei University
Big Data Modeling and Management Systems: University of California San Diego
PySpark in Action: Hands-On Data Processing: Edureka
Analyzing Big Data with SQL: Cloudera
Cloud Computing Concepts: Part 2: University of Illinois Urbana-Champaign
Machine Learning: Clustering & Retrieval: University of Washington
Business intelligence and data warehousing: Universidad Nacional Autónoma de México
Leveraging Unstructured Data with Cloud Dataproc on Google Cloud em Português Brasileiro: Google Cloud

Hadoop Courses Online