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

Alibaba Cloud Academy
Alibaba Cloud Computing
Skills you'll gain: Relational Databases, Load Balancing, Data Visualization Software, Cloud Security, Network Security, Cloud Computing, Big Data, Database Management, General Networking, Apache Hadoop, Cloud Infrastructure, Cloud Platforms, Cloud Computing Architecture, Network Architecture, Public Cloud, Apache Spark, Data Security, Apache Hive, Application Security, Distributed Computing
4.5
Rating, 4.5 out of 5 stars
136 reviews
Beginner · Specialization · 3 - 6 Months
University of California San Diego
Big Data Modeling and Management Systems
Skills you'll gain: Data Modeling, Data Infrastructure, Databases, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Data Processing, Relational Databases, Data Structures, Scalability, Virtual Environment
4.4
Rating, 4.4 out of 5 stars
3K reviews
Mixed · Course · 1 - 3 Months
Duke University
Data Engineering with Rust
Skills you'll gain: Data Pipelines, Rust (Programming Language), Restful API, Amazon Web Services, Data Structures, Data Processing, Application Programming Interface (API), Cloud Applications, Data Manipulation, Encryption, Algorithms, Command-Line Interface
3.5
Rating, 3.5 out of 5 stars
42 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
University of California San Diego
مقدمة عن البيانات الضخمة
Skills you'll gain: Big Data, Apache Hadoop, Analytics, Data Analysis, Unstructured Data, Scalability, Data Processing, Data Science, Distributed Computing, Real Time Data, Software Installation
4.5
Rating, 4.5 out of 5 stars
110 reviews
Mixed · Course · 1 - 3 Months
Google Cloud
Machine Learning with Spark on Google Cloud Dataproc
Skills you'll gain: Apache Spark, Google Cloud Platform, Predictive Modeling, Big Data, Applied Machine Learning, Cloud Computing, Statistical Modeling
Intermediate · Project · Less Than 2 Hours
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
160 reviews
Advanced · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
Apache Kafka - An Introduction
Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Data Processing, Scalability, Performance Tuning
3.5
Rating, 3.5 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks
Google Cloud
Serverless Data Processing with Dataflow: Operations
Skills you'll gain: Dataflow, Data Pipelines, Cloud Management, Data Integrity, Performance Tuning, CI/CD, Data Processing, Application Performance Management, Debugging, Unit Testing, Disaster Recovery
3.6
Rating, 3.6 out of 5 stars
17 reviews
Advanced · Course · 1 - 3 Months
Cloudera
Analyzing Big Data with SQL
Skills you'll gain: SQL, Apache Hive, Big Data, MySQL, Query Languages, Databases, Analytics, Apache Hadoop, PostgreSQL, Relational Databases, Data Processing, Virtual Machines, Software Installation
4.8
Rating, 4.8 out of 5 stars
529 reviews
Beginner · Course · 1 - 3 Months
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, 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, Machine Learning, Algorithms
4.3
Rating, 4.3 out of 5 stars
338 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
Engineering Data Ecosystems: Pipelines, ETL, Spark
Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Infrastructure, Data Processing, Data Warehousing, Data Management, Data Architecture
Beginner · 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, Computer Architecture
Intermediate · Course · 1 - 4 Weeks

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

Alibaba Cloud Computing: Alibaba Cloud Academy
Big Data Modeling and Management Systems: University of California San Diego
Data Engineering with Rust: Duke University
مقدمة عن البيانات الضخمة: University of California San Diego
Machine Learning with Spark on Google Cloud Dataproc: Google Cloud
DevOps, DataOps, MLOps: Duke University
Apache Kafka - An Introduction: Coursera Instructor Network
Serverless Data Processing with Dataflow: Operations: Google Cloud
Analyzing Big Data with SQL: Cloudera
Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud: University of Illinois Urbana-Champaign

Hadoop Courses Online