• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Big Data

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


  • P

    Packt

    Kafka Streams API for Developers Using Java/Spring Boot 3.X

    Skills you'll gain: Apache Kafka, Spring Boot, JUnit, Real Time Data, Java, Data Pipelines, Unit Testing, Restful API, Integration Testing, Scalability

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Advanced Cybersecurity Risk Management

    Skills you'll gain: Incident Response, Risk Management Framework, Cyber Risk, Computer Security Incident Management, Risk Management, Security Management, Enterprise Risk Management (ERM), Incident Management, Operational Risk, Business Risk Management, Cyber Threat Intelligence, Risk Control, Threat Management, Governance Risk Management and Compliance, Performance Measurement, Continuous Monitoring, Cybersecurity, Cyber Security Strategy, Risk Analysis, Security Strategy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Modern Graph Theory Algorithms with Python

    Skills you'll gain: Graph Theory, Network Analysis, Network Model, Social Network Analysis, NoSQL, Data Store, Data Science, Query Languages, Visualization (Computer Graphics), Data Transformation, Big Data, Machine Learning Methods, Python Programming, Spatial Data Analysis, Deep Learning, Machine Learning, Machine Learning Algorithms, Quantum computing

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Hadoop and Spark Fundamentals: Unit 2

    Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Analytics, Data Processing, Distributed Computing, Debugging, Java Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Empower School of Health

    Foundations of Digital Health & Ethical Aspects

    Skills you'll gain: Healthcare 5.0, Health Technology, Healthcare Ethics, Data Ethics, Telehealth, Medical Privacy, Surgery, Law, Regulation, and Compliance, Health Informatics, Health Information Management, Health Disparities, Health Care Procedure and Regulation, AI Security, Health Equity, Ethical Standards And Conduct, Public Health, Regulatory Compliance, Health Policy, Biomedical Technology, Automation

    3.8
    Rating, 3.8 out of 5 stars
    ·
    14 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    W

    Whizlabs

    Getting Started with Puppet

    Skills you'll gain: Puppet (Configuration Management Tool), Devops Tools, Software Installation, Infrastructure as Code (IaC), Systems Architecture, System Configuration, DevOps, Configuration Management, IT Automation, Infrastructure Architecture, Data Store

    3.1
    Rating, 3.1 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply and Analyze Sqoop for Hadoop ETL

    Skills you'll gain: Apache Hadoop, Apache Hive, Extract, Transform, Load, Data Import/Export, HR Tech, Data Pipelines, People Analytics, Big Data, Data Migration, Data Integration, MySQL, Data Storage, Data Processing, Data Access, Authentications, SQL, Analytics, Database Management, Relational Databases, Data Architecture

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    AWS: Analytics and Application Integration

    Skills you'll gain: AWS Kinesis, Amazon Web Services, Real Time Data, Data Integration, Extract, Transform, Load, Data Processing, Dashboard Creation, Dashboard, Full-Stack Web Development, Mobile Development Tools, Web Development Tools, Event-Driven Programming, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze Systems & Analytics in Management Accounting

    Skills you'll gain: Business Systems Analysis, Data Mining, Analytics, Enterprise Resource Planning, Systems Analysis, Information Systems, Performance Measurement, Business Analytics, Business Technologies, Data Processing, Business Process Automation, Data Governance, Data Preprocessing, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Maryland, College Park

    Digital Marketing 2

    Skills you'll gain: Data-Driven Marketing, Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Digital Marketing, Digital Marketing Tools, Search Engine Marketing, Paid media, Digital Marketing Campaigns, Web Analytics, Online Advertising, Advanced Analytics, A/B Testing, Apache Hadoop, Applied Machine Learning, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Apache Avro: Build & Apply Serialization Pipelines

    Skills you'll gain: JSON

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google

    Foundations: Data, Data, Everywhere

    Skills you'll gain: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Data Literacy, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL, Query Languages

    4.8
    Rating, 4.8 out of 5 stars
    ·
    122K reviews

    Beginner · Course · 1 - 4 Weeks

1…242526…834

In summary, here are 10 of our most popular big data courses

  • Kafka Streams API for Developers Using Java/Spring Boot 3.X: Packt
  • Advanced Cybersecurity Risk Management: Board Infinity
  • Modern Graph Theory Algorithms with Python: Packt
  • Hadoop and Spark Fundamentals: Unit 2: Pearson
  • Foundations of Digital Health & Ethical Aspects: Empower School of Health
  • Getting Started with Puppet: Whizlabs
  • Apply and Analyze Sqoop for Hadoop ETL: EDUCBA
  • AWS: Analytics and Application Integration: Whizlabs
  • Analyze Systems & Analytics in Management Accounting: EDUCBA
  • Digital Marketing 2: University of Maryland, College Park

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Cookies Preference Center
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok