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

Big Data Analytics Courses

Big Data Analytics courses can help you learn data mining, statistical analysis, data visualization, and predictive modeling. You can build skills in interpreting complex datasets, making data-driven decisions, and communicating insights effectively. Many courses introduce tools like Apache Hadoop, Spark, and Tableau, that support processing large datasets and visualizing trends, allowing you to apply your analytical skills in various business contexts.

Popular Big Data Analytics Courses and Certifications


  • I

    IBM

    데이터 과학이란 무엇인가?

    Skills you'll gain: Data Storytelling, Data Mining, Data Science, Data Strategy, Data-Driven Decision-Making, Data Analysis, Business Analytics, Big Data, Digital Transformation, Analytics, Regression Analysis, Apache Hadoop, Machine Learning, Deep Learning, Cloud Computing

    4.5 stars, 21 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (21) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    SAS

    Statistical Thinking for Industrial Problem Solving, presented by JMP

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Statistical Process Controls, Correlation Analysis, Statistics, Data-Driven Decision-Making, Statistical Modeling, Statistical Hypothesis Testing, Statistical Methods, Statistical Software, Probability & Statistics, Regression Analysis, Statistical Inference, Predictive Analytics, Data Analysis, SAS (Software), Scatter Plots, Experimentation, Analytical Skills, Data Visualization

    4.8 stars, 101 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (101) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Getting Started with CyberGIS

    Skills you'll gain: Geospatial Information and Technology, Geographic Information Systems, Apache Hadoop, Spatial Data Analysis, Geospatial Mapping, Spatial Analysis, Big Data, Matplotlib, Data Processing, Computational Thinking, Distributed Computing, Data Manipulation, Theoretical Computer Science, Python Programming

    4.2 stars, 30 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (30) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Washington

    Machine Learning: Clustering & Retrieval

    Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Machine Learning Methods, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Distributed Computing, Probability Distribution, Algorithms

    4.7 stars, 2.4K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (2.4K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Reproducible Research

    Skills you'll gain: Rmarkdown, Knitr, Data Sharing, General Science and Research, Statistical Reporting, Data Analysis, Statistical Analysis, R Programming, Verification And Validation, Technical Communication, Software Documentation

    4.6 stars, 4.2K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (4.2K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Simplilearn

    Mastering Agentic AI Frameworks Certification

    Skills you'll gain: Agentic systems, AI Workflows, Generative AI Agents, Workflow Management, Prompt Engineering, AI Integrations, Prompt Patterns, Tool Calling, Large Language Modeling, AI Enablement, Process Optimization, Process Driven Development, Business Process Automation, Operational Efficiency, Business Workflow Analysis, Decision Intelligence, AI Security, Generative Model Architectures, Artificial Intelligence, Application Development

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google

    Google データアナリティクス

    Skills you'll gain: Rmarkdown, Data Presentation, Data Ethics, Data Storytelling, Data Cleansing, Stakeholder Communications, Analytical Skills, Data-Driven Decision-Making, Stakeholder Management, Interactive Data Visualization, Data Visualization Software, Data Validation, Dashboard Creation, Dashboard, Ggplot2, Interviewing Skills, Case Studies, Data Access, Spreadsheet Software, Data Analysis

    4.7 stars, 614 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (614) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    Tableau Learning Partner

    Introduction to Tableau

    Skills you'll gain: Tableau Software, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Wrangling, Data Preprocessing, Data Integration, Data Cleansing, Performance Tuning

    4.8 stars, 323 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    BiteSize Stats: Hypothesis Testing for Two Samples

    Skills you'll gain: Statistical Hypothesis Testing, A/B Testing, Statistical Analysis, Statistical Methods, Statistical Inference, Business Analytics, Statistics, Probability & Statistics, Sampling (Statistics), Correlation Analysis, Business Metrics, Data-Driven Decision-Making, Statistical Reporting, Variance Analysis, Estimation

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Honors Trustworthy & Responsible AI for High School Students

    Skills you'll gain: Prompt Engineering, Responsible AI, AI literacy, Risking, Generative AI, Artificial Intelligence, AI powered creativity, Verification And Validation, Critical Thinking, Model Evaluation, Trustworthiness, AI Workflows, Creative Thinking, Creativity, Ideation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Natural Language Processing with Attention Models

    Skills you'll gain: Natural Language Processing, Transfer Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, Keras (Neural Network Library), Model Evaluation, Model Training

    4.4 stars, 1.1K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (1.1K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Mastering User Centric Design with Generative AI

    Skills you'll gain: Responsible AI, A/B Testing, Design Thinking, Ideation, Generative AI, User Centered Design, Design and Product, Data Ethics, Experience Design, Innovation, User Research, Data Storytelling, Dashboard, AI literacy, Data Analysis, Artificial Intelligence, Prompt Engineering, Critical Thinking, Business Consulting, Problem Solving

    4.7 stars, 427 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (427) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
1…227228229…834

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

  • 데이터 과학이란 무엇인가?: IBM
  • Statistical Thinking for Industrial Problem Solving, presented by JMP: SAS
  • Getting Started with CyberGIS: University of Illinois Urbana-Champaign
  • Machine Learning: Clustering & Retrieval: University of Washington
  • Reproducible Research: Johns Hopkins University
  • Mastering Agentic AI Frameworks Certification: Simplilearn
  • Google データアナリティクス: Google
  • Introduction to Tableau: Tableau Learning Partner
  • BiteSize Stats: Hypothesis Testing for Two Samples: University of Colorado Boulder
  • Honors Trustworthy & Responsible AI for High School Students: Vanderbilt University

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok