• 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


  • C

    Coursera

    Task & Time Management

    Skills you'll gain: Time Management, Project Management Software, Data Entry, Goal Setting, Dashboard, Timelines, Project Coordination, Coordinating, Risk Analysis, Project Management, Capacity Planning, Workflow Management, Project Scoping, Project Performance, Trend Analysis, Resource Allocation, Key Performance Indicators (KPIs), Data Management, Analytics, Business

    Beginner · Course · 3 - 6 Months

  • G

    Google Cloud

    Dataflow를 사용한 서버리스 데이터 처리: 기초

    Skills you'll gain: Dataflow, Serverless Computing, Data Pipelines, Cloud Security, Data Security, Data Processing, Identity and Access Management, Security Controls, Google Cloud Platform, Containerization, Data Storage Technologies, Interoperability, Application Frameworks

    Intermediate · Course · 1 - 3 Months

  • O

    O.P. Jindal Global University

    Artificial Intelligence

    Skills you'll gain: Computational Logic, Machine Learning Algorithms, Classification Algorithms, Natural Language Processing, Artificial Intelligence, Agentic systems, AI literacy, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Support Systems, Bayesian Network, Complex Problem Solving, Probability & Statistics, Algorithms

    ★ 4.6 (9) · Mixed · Course · 3 - 6 Months

  • P

    Packt

    PostgreSQL 17: High Availability & Advanced Administration

    Skills you'll gain: PostgreSQL, Data Maintenance, Performance Tuning, Database Architecture and Administration, Data Migration, Relational Databases, Data Management, Data Persistence, SQL, Data Integrity, Database Management, Disaster Recovery, Transaction Processing, System Monitoring

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    JavaScript Interview Mastery 2026 – Modern Roles Q&A

    Skills you'll gain: Javascript, Problem Solving, Interviewing Skills, Algorithms, Programming Principles, Data Structures, Event-Driven Programming, Performance Tuning, Data Validation

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    AI Workflow: Feature Engineering and Bias Detection

    Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Classification Algorithms, Design Thinking, Python Programming

    ★ 4.4 (82) · Advanced · Course · 1 - 4 Weeks

  • E

    EDUCBA

    SQL Database Applications and Development

    Skills you'll gain: SQL, Oracle Databases, Database Application, Database Development, Database Design, Database Systems, Data Modeling, Database Theory, Database Management, Relational Databases, Data Integrity, Database Management Systems, Stored Procedure, Data Validation, Data Maintenance, Transaction Processing

    Mixed · Course · 1 - 4 Weeks

  • B

    Board Infinity

    AI Systems Design: RAG Pipelines and LLM Architecture

    Skills you'll gain: AI Orchestration, AI Workflows, Retrieval-Augmented Generation, Generative Model Architectures, LLM Application, Decision Intelligence, Solution Architecture, Generative AI, AI Product Strategy, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Artificial Intelligence, Unstructured Data, Systems Architecture, Agentic systems, Software Architecture, Data Engineering, Feasibility Studies, Vector Databases

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Essential Google Cloud Infrastructure: Core Services

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Solutions, Cloud Engineering, Cloud Services, Cloud Computing Architecture, Data Storage Technologies, Cloud Management, Data Storage, Cloud Security, Role-Based Access Control (RBAC), Authorization (Computing), Capacity Management, Databases, System Monitoring, Application Performance Management, NoSQL

    ★ 4.7 (11K) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Strategic AI Governance

    Skills you'll gain: Responsible AI, AI Security, Threat Modeling, MLOps (Machine Learning Operations), Budget Management, Secure Coding, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Classification Trees in Python, From Start To Finish

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Predictive Modeling, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Evaluation, Model Training

    ★ 4.6 (233) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    AI-Enhanced Email Marketer with MailChimp, Gmail and Outlook

    Skills you'll gain: Email Marketing, A/B Testing, Campaign Planning, Key Performance Indicators (KPIs), Newsletters, Email Automation, Campaign Management, Stakeholder Communications, Marketing Analytics, Copywriting, Data-Driven Marketing, Dashboard Creation, Business Metrics, Marketing Automation, LinkedIn, Marketing Communications, Marketing Planning, Marketing, Data Analysis, Generative AI Agents

    Beginner · Specialization · 3 - 6 Months

1…277278279…834

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

  • Task & Time Management: Coursera
  • Dataflow를 사용한 서버리스 데이터 처리: 기초: Google Cloud
  • Artificial Intelligence: O.P. Jindal Global University
  • PostgreSQL 17: High Availability & Advanced Administration: Packt
  • JavaScript Interview Mastery 2026 – Modern Roles Q&A: Packt
  • AI Workflow: Feature Engineering and Bias Detection: IBM
  • SQL Database Applications and Development: EDUCBA
  • AI Systems Design: RAG Pipelines and LLM Architecture: Board Infinity
  • Essential Google Cloud Infrastructure: Core Services: Google Cloud
  • Strategic AI Governance: Coursera

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