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

Statistics For Data Science Courses

Statistics for Data Science courses can help you learn data visualization, hypothesis testing, regression analysis, and probability theory. You can build skills in interpreting data trends, making predictions, and conducting A/B testing. Many courses introduce tools like R, Python, and SQL, that support analyzing datasets and implementing statistical models. By engaging with these tools, you can effectively apply statistical methods to real-world data challenges, enhancing your ability to draw meaningful insights.

Popular Statistics For Data Science Courses and Certifications


  • I

    IBM

    Security Analyst Fundamentals

    Skills you'll gain: Digital Forensics, Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Penetration Testing, Computer Security Incident Management, Threat Detection, MITRE ATT&CK Framework, Cryptography, Security Testing, Incident Management, Application Security, Encryption, Security Management, Cybersecurity, Vulnerability Scanning, Cyber Security Assessment, Brute-force attacks, Vulnerability Assessments, Security Awareness

    ★ 4.7 (4.5K) · Beginner · Specialization · 3 - 6 Months

  • E

    Edureka

    Java Programming Essentials

    Skills you'll gain: Java, Java Programming, Object Oriented Programming (OOP), Computer Programming, Object Oriented Design, Memory Management, Programming Principles, Software Engineering, Debugging, Program Development, Data Structures, IntelliJ IDEA, Application Development, Software Development, Maintainability, Virtual Machines

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning on Google Cloud

    Skills you'll gain: Feature Engineering, Model Optimization, Generative AI, Model Deployment, Tensorflow, Generative AI Agents, Google Gemini, Model Training, Keras (Neural Network Library), Machine Learning, Generative Model Architectures, Data Preprocessing, Machine Learning Software, Machine Learning Methods, MLOps (Machine Learning Operations), Google Cloud Platform, Model Evaluation, Data Cleansing, Data Quality, Cloud Computing

    ★ 4.4 (3.8K) · Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Supervised Machine Learning: Regression

    Skills you'll gain: Supervised Learning, Regression Analysis, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Model Training, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Statistical Modeling, Model Evaluation, Data Preprocessing, Feature Engineering, Model Optimization, Statistical Analysis, Statistical Methods, Classification Algorithms, Data Presentation

    ★ 4.7 (837) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Write Persuasive Emails

    Skills you'll gain: Overcoming Objections, A/B Testing, Persuasive Communication, B2B Sales, Email Marketing, Business Writing, Sales, Communication, Data-Driven Decision-Making, AI Integrations, Content Performance Analysis, Responsible AI, Data Ethics, Performance Analysis, Community Outreach, Digital Communications

    Intermediate · Course · 1 - 4 Weeks

  • B

    Berklee

    The Business of Music Production

    Skills you'll gain: Intellectual Property, Music History, Contract Negotiation, Music, Musical Composition, Peer Review, Lawsuits, Court Systems, Litigation and Civil Justice, Contract Review, Registration, Negotiation, Media Production, Instrumental Music, Automation, Post-Production, Legal Risk, Entrepreneurship, File Management, Business

    ★ 4.8 (5.4K) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Value Chain Management

    Skills you'll gain: Management Accounting, Operations Management, Marketing Planning, Organizational Strategy, Marketing, Performance Measurement, Operations, Strategic Marketing, Product Lining, Communication Planning, Product Strategy, Supply Chain, Continuous Improvement Process, Manufacturing Operations, Product Assortment, Operational Analysis, Cost Accounting, Performance Analysis, Supply Chain Management, Quality Control

    ★ 4.7 (5.2K) · Intermediate · Specialization · 3 - 6 Months

  • N

    Northeastern University

    Data Analytics Engineering: Probability & Techniques

    Skills you'll gain: Exploratory Data Analysis, Time Series Analysis and Forecasting, Probability Distribution, Pandas (Python Package), Data Analysis, Data Wrangling, Analytics, Probability & Statistics, Unsupervised Learning, Text Mining, Data Manipulation, Computational Thinking, Statistical Methods, Data Processing, Statistical Analysis, Data Preprocessing, Data Transformation, Data Structures, Data Cleansing, Programming Principles

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Teamwork Skills: Communicating Effectively in Groups

    Skills you'll gain: Teamwork, Conflict Management, Collaboration, Diversity Awareness, Team Collaboration, Decision Making, Collaborative Software, Interpersonal Communications, Social Skills, Workplace inclusivity, Cultural Diversity, Communication Strategies, Innovation, Communication, Culture, Digital Communications

    ★ 4.7 (3.7K) · Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Oil & Gas Industry Operations and Markets

    Skills you'll gain: Petroleum Industry, Oil and Gas, Market Dynamics, Energy and Utilities, Operating Cost, Transportation Operations, Operations, Production Process, Manufacturing and Production, Market Trend, Cost Estimation, Global Marketing, Market Analysis, Natural Resource Management, Prospecting and Qualification

    ★ 4.8 (6.6K) · Mixed · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Getting Started with Essay Writing

    Skills you'll gain: Editing, Writing, Writing and Editing, Proofreading, Report Writing, English Language, Style Guides

    ★ 4.7 (3.3K) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    AI-Powered Finance: Forecasting, Planning & Reporting

    Skills you'll gain: Ledgers (Accounting), Prompt Engineering, Tax Planning, Tax Management, Large Language Modeling, LLM Application, Auditing, Portfolio Risk, Portfolio Management, Tax Compliance, Generative AI, Cash Flow Forecasting, Fraud detection, Financial Forecasting, Financial Analysis, Responsible AI, Audit Planning, Financial Data, Artificial Intelligence, Risk Management

    ★ 4.3 (270) · Intermediate · Specialization · 3 - 6 Months

1…858687…834

In summary, here are 10 of our most popular statistics for data science courses

  • Security Analyst Fundamentals: IBM
  • Java Programming Essentials: Edureka
  • Machine Learning on Google Cloud: Google Cloud
  • Supervised Machine Learning: Regression: IBM
  • Write Persuasive Emails: Coursera
  • The Business of Music Production: Berklee
  • Value Chain Management: University of Illinois Urbana-Champaign
  • Data Analytics Engineering: Probability & Techniques: Northeastern University
  • Teamwork Skills: Communicating Effectively in Groups: University of Colorado Boulder
  • Oil & Gas Industry Operations and Markets : Duke University

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