Big Data Courses
Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.
Popular Big Data Courses and Certifications
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Data Architecture, Web Applications, Cloud Applications, Software Architecture, Software Engineering, Functional Requirement, Databases, Distributed Computing, Application Deployment, Application Development, Software Testing, System Design and Implementation, Middleware, Big Data, Scalability, Prototyping, CI/CD, Restful API, System Monitoring, Data Analysis
Status: Free TrialUniversity of Illinois Urbana-Champaign
Skills you'll gain: Big Data, Apache Spark, Data Storage Technologies, Apache Hadoop, Distributed Computing, Data Storage, Data Processing, NoSQL, Apache Kafka, Cloud Computing, Real Time Data, Databases, Analytics, Deep Learning, Scalability, Machine Learning Algorithms, Graph Theory, Machine Learning, Live Streaming
Status: Free TrialUniversità di Napoli Federico II
Skills you'll gain: NoSQL, Apache Hadoop, Apache Hive, Big Data, Database Systems, Artificial Intelligence, Distributed Computing, Data Processing, Scalability, Business Intelligence, Data Management
Status: Free TrialLearnQuest
Skills you'll gain: Data Warehousing, Data Analysis, Cloud Computing, Data Architecture, Big Data, Cloud Services, Analytics, Analysis, Data Storage, Cloud Computing Architecture, Cloud Infrastructure, Cloud Solutions, Scalability, Data Processing, Extract, Transform, Load, Cloud Platforms, Public Cloud, Software As A Service, Statistical Analysis, Data Strategy
Status: Free TrialSkills you'll gain: Apache Hive, Database Management, SQL, Big Data, Databases, Data Management, Amazon S3, Apache Hadoop, Data Storage, Cloud Storage, Performance Tuning, File Systems, Command-Line Interface
Status: Free TrialAlibaba Cloud Academy
Skills you'll gain: Data Visualization Software, Big Data, Apache Hadoop, Apache Spark, Apache Hive, Distributed Computing, Data Processing, Data Warehousing, Data Analysis, Data Integration, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), SQL
Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, Dashboard, PySpark, SQL, Apache Spark, Data Management, Data Transformation, Version Control
Status: PreviewÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Apache Spark, Scala Programming, Apache Hadoop, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Programming Principles
Status: PreviewSkills you'll gain: NoSQL, Real Time Data, Scalability, Database Design, Application Deployment, Big Data, Data Access, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies
University of California San Diego
Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, Data Processing, Distributed Computing, Performance Tuning, Scalability, Data Storage, Python Programming
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Service Level, Software Engineering, Software Architecture, Data Architecture, Distributed Computing, Microservices, Transaction Processing, Database Systems, Blockchain, Maintainability, Big Data, Data Structures, Test Driven Development (TDD), Continuous Integration, System Monitoring
Skills you'll gain: Databricks, Real Time Data, PySpark, Apache Hive, Apache Spark, Big Data, Data Processing, SQL, Data Manipulation, Pandas (Python Package)
In summary, here are 10 of our most popular big data courses
- Applications of Software Architecture for Big Data:Â University of Colorado Boulder
- Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud:Â University of Illinois Urbana-Champaign
- A quick tour on Big Data and Business Intelligence: Università di Napoli Federico II
- Key Technologies in Data Analytics:Â LearnQuest
- Managing Big Data in Clusters and Cloud Storage:Â Cloudera
- Big Data Analytical Platform on Alibaba Cloud :Â Alibaba Cloud Academy
- Data Management with Databricks: Big Data with Delta Lakes:Â Coursera
- Big Data Analysis with Scala and Spark (Scala 2 version): École Polytechnique Fédérale de Lausanne
- Real-Time Big Data Access using HBase: Boosting Performance:Â LearnQuest
- Hadoop Platform and Application Framework:Â University of California San Diego
