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 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
Status: Free Trial
Google Cloud
Serverless Data Processing with Dataflow: Foundations
Skills you'll gain: Dataflow, Serverless Computing, Identity and Access Management, Data Pipelines, Google Cloud Platform, Cloud Security, Data Processing, Data Security, Data Storage Technologies, Containerization
4.2
Rating, 4.2 out of 5 stars
89 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
LearnKartS
Kafka Integration with Storm, Spark, Flume, and Security
Skills you'll gain: Apache Kafka, Real Time Data, Apache Spark, Apache Hadoop, Data Integration, Performance Tuning, Data Security, Data Processing, Scala Programming, Distributed Computing
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Creating a Streaming Data Pipeline With Apache Kafka
Skills you'll gain: Apache Kafka, Data Pipelines, Google Cloud Platform, Java, Public Cloud
3.8
Rating, 3.8 out of 5 stars
27 reviews
Beginner · Project · Less Than 2 Hours
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
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
Status: Free Trial
Universidad de los Andes
Arquitecturas de Big Data
Skills you'll gain: Public Cloud, Big Data, Apache Hadoop, Apache Spark, Data Architecture, Cloud Services, Data Processing, Distributed Computing, Cloud Computing, Scalability, NoSQL, File Systems, Data Storage
Beginner · Course · 1 - 3 Months
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
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
Status: Free Trial
École Polytechnique Fédérale de Lausanne
Functional Programming in Scala Capstone
Skills you'll gain: Scala Programming, User Interface (UI), Interactive Data Visualization, Real Time Data, Big Data, Visualization (Computer Graphics), Geospatial Mapping, Data Manipulation, Data Transformation, Spatial Data Analysis
4.4
Rating, 4.4 out of 5 stars
546 reviews
Mixed · Course · 1 - 3 Months
Coursera Project Network
Java Built in Data Structures
Skills you'll gain: Java, Data Structures, Java Programming, Data Access, Data Cleansing
4.6
Rating, 4.6 out of 5 stars
20 reviews
Intermediate · Guided Project · Less Than 2 Hours

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

Machine Learning: Clustering & Retrieval: University of Washington
Business intelligence and data warehousing: Universidad Nacional Autónoma de México
Serverless Data Processing with Dataflow: Foundations: Google Cloud
Kafka Integration with Storm, Spark, Flume, and Security: LearnKartS
Creating a Streaming Data Pipeline With Apache Kafka: Google Cloud
Building Batch Data Pipelines on Google Cloud: Google Cloud
Building Batch Data Pipelines on GCP en Español: Google Cloud
Arquitecturas de Big Data : Universidad de los Andes
Data Modeling, Transformation, and Serving: DeepLearning.AI
ETL Processing on Google Cloud Using Dataflow and BigQuery: Google Cloud

Hadoop Courses Online