• 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


  • U

    University of Illinois Urbana-Champaign

    Assessment for Learning

    Skills you'll gain: Data Mining, Education Software and Technology, Digital pedagogy, Program Evaluation, Learning Management Systems, Analytics, Data Ethics, Data Access, Natural Language Processing

    ★ 4.7 (327) · Beginner · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    AI & ML Applications in Oil and Gas Industry

    Skills you'll gain: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Decision Intelligence, Anomaly Detection, Image Analysis, Production Process, Machine Learning Methods, Energy and Utilities, Machine Learning, Physical Science, Machine Learning Algorithms, Natural Resource Management

    ★ 4.8 (61) · Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Hot Topics in Criminal Justice

    Skills you'll gain: Criminal Investigation and Forensics, Public Safety and National Security, Social Justice, Legal Proceedings, Jury Trial, Political Sciences, Case Law, Neurology, Social Sciences, Policy Analysis, Appeals, Litigation and Civil Justice, Disabilities, Mental and Behavioral Health Specialties, Sociology, Mental Health Diseases and Disorders, Law, Regulation, and Compliance, Cultural Diversity, Investigation, Intelligence Collection and Analysis

    ★ 4.6 (197) · Beginner · Course · 1 - 3 Months

  • I

    Interactive Brokers

    ESG Investing: Financial Decisions in Flux

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Development, Market Data, Corporate Sustainability, Investment Management, Sustainability Standards, Sustainable Business, Environmental Regulations, Financial Market, Investments, Data Ethics, Sustainability Reporting, Financial Data, Market Analysis, Business Ethics, Regulatory Compliance, Environmental Issue, Capital Markets, Data Science, Risk Management

    ★ 4.5 (127) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Cloud Networking

    Skills you'll gain: Virtual Networking, Cloud Infrastructure, Network Architecture, Computer Networking, Network Infrastructure, Cloud Computing Architecture, General Networking, Software-Defined Networking, Network Planning And Design, Cloud Computing, Virtualization, Network Routing, TCP/IP, Wide Area Networks, Data Centers, Network Performance Management, Network Switches, Virtual Machines, Virtualization and Virtual Machines, Python Programming

    ★ 4.4 (304) · Mixed · Course · 1 - 3 Months

  • S

    Sciences Po

    Données et Gouvernance Urbaine

    Skills you'll gain: Data Governance, Social Sciences, Digital Transformation, Economics, Policy, and Social Studies, Governance, Data Ethics, Data Sharing, digital literacy, Data-Driven Decision-Making, Big Data, Political Sciences, Personally Identifiable Information, Economics, Information Privacy, Policy Analysis, Law, Regulation, and Compliance, Algorithms, Responsible AI

    ★ 4.8 (32) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Leading Change in Health Informatics

    Skills you'll gain: Healthcare Project Management, Health Informatics, Clinical Informatics, Change Control, Health Care Administration, Clinical Leadership, Health Administration, IT Management, Strategic Leadership, Health Technology, Health Care, Decision Support Systems, Continuous Quality Improvement (CQI), Electronic Medical Record, System Implementation, Process Modeling, Electronic Medical Record System

    ★ 4.7 (307) · Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Plataformas para procesar datos no tradicionales​

    Skills you'll gain: Spatial Analysis, NoSQL, Spatial Data Analysis, Geospatial Mapping, Geographic Information Systems, Public Cloud, Geospatial Information and Technology, Big Data, MongoDB, GIS Software, Data Infrastructure, Apache Hadoop, Apache Spark, Distributed Computing, Data Architecture, Cloud Computing Architecture, Cloud Platforms, Database Systems, Scalability, Databases

    ★ 3.9 (13) · Beginner · Specialization · 3 - 6 Months

  • U

    UNSW Sydney (The University of New South Wales)

    Designing the Future of Work

    Skills you'll gain: Design Thinking, Design Strategies, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Emerging Technologies, Innovation, Service Design, Forecasting

    ★ 4.7 (321) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Digital Marketing Tools: Machine Learning and AI

    Skills you'll gain: Model Evaluation, Apache Hadoop, Machine Learning Methods, AI Personalization, Digital Marketing Tools, Data-Driven Marketing, Customer Analysis, Marketing Automation, Digital Marketing, Marketing Strategies, Applied Machine Learning, Big Data, Customer Insights, Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Deep Learning, Predictive Analytics

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Hadoop and Spark Fundamentals

    Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Data Lakes, Analytics, Data Pipelines, Data Processing, Data Import/Export, Linux Commands, Linux, File Systems, Data Management, Distributed Computing, Command-Line Interface, Relational Databases, Software Installation, Java, C++ (Programming Language)

    Intermediate · Specialization · 1 - 4 Weeks

  • P

    Packt

    The Ultimate Hands-On Hadoop

    Skills you'll gain: Apache Hadoop, Real Time Data, Apache Spark, Apache Kafka, Data Integration, AWS Kinesis, Apache Hive, Data Pipelines, Big Data, Applied Machine Learning, Systems Design, System Design and Implementation, Distributed Computing, Query Languages, Data Processing, NoSQL, MongoDB, Data Import/Export, SQL, Scalability

    Intermediate · Course · 1 - 3 Months

1…212223…834

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

  • Assessment for Learning: University of Illinois Urbana-Champaign
  • AI & ML Applications in Oil and Gas Industry: L&T EduTech
  • Hot Topics in Criminal Justice: Vanderbilt University
  • ESG Investing: Financial Decisions in Flux: Interactive Brokers
  • Cloud Networking: University of Illinois Urbana-Champaign
  • Données et Gouvernance Urbaine: Sciences Po
  • Leading Change in Health Informatics: Johns Hopkins University
  • Plataformas para procesar datos no tradicionales​: Universidad de los Andes
  • Designing the Future of Work: UNSW Sydney (The University of New South Wales)
  • Digital Marketing Tools: Machine Learning and AI: 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
  • Do Not Sell/Share
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