• 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


  • P

    Packt

    AI-Driven Data Modeling Using ChatGPT and Copilot

    Skills you'll gain: Data Modeling, Data Architecture, Extract, Transform, Load, Star Schema, Database Design, Data Warehousing, Data Validation, MySQL Workbench, Data Quality, Data Pipelines, Data Mart, Test Data, Data Lakes, Power BI, Database Theory, SQL Server Integration Services (SSIS), Relational Databases, Generative AI Agents, SQL, Apache

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Process Mining for Data-Driven Process Improvement

    Skills you'll gain: Process Analysis, Business Process, Business Process Modeling, Process Management, Business Process Improvement, Business Process Management, Process Modeling, Process Improvement and Optimization, Data Mining, Business Workflow Analysis, Process Optimization, Process Improvement, Business Intelligence, Workflow Management, Performance Improvement, Event Monitoring, Performance Analysis, Data Quality, Verification And Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of California San Diego

    Machine Learning With Big Data

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Apache Spark, Classification Algorithms, Big Data, Model Training, Regression Analysis, Data Mining, Applied Machine Learning, Data Preprocessing, Machine Learning Methods, Statistical Analysis, Machine Learning Software, Machine Learning, Data Analysis, Unsupervised Learning, Machine Learning Algorithms, Data Wrangling, Descriptive Statistics, Data Transformation

    4.6 stars, 2.5K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (2.5K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Human-Centered Design: an Introduction

    Skills you'll gain: Interaction Design, Usability, Human Centered Design, Mockups, Storyboarding, Design Strategies, Design Thinking, User Centered Design, Prototyping, Usability Testing, Design Research, User Research, UI/UX Research, Qualitative Research, Creativity, Interviewing Skills

    4.7 stars, 2.8K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (2.8K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Università di Napoli Federico II

    Python per la Data Science

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Applied Machine Learning, Scikit Learn (Machine Learning Library)

    4.3 stars, 9 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (9) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    FPGA Design for Embedded Systems

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Electronic Hardware, Laboratory Experience, Laboratory Reports, Application Specific Integrated Circuits, System Design and Implementation, Embedded Software, Embedded Systems, Electronics Engineering, Electronic Systems, Electrical and Computer Engineering, Eclipse (Software), Test Case, Laboratory Testing, Test Script Development, Program Development, Verification And Validation, Microarchitecture, Computer Architecture

    4.5 stars, 1.8K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (1.8K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of California, Irvine

    The Raspberry Pi Platform and Python Programming for the Raspberry Pi

    Skills you'll gain: Linux, Embedded Software, Linux Commands, Linux Administration, Embedded Systems, Operating Systems, Internet Of Things, File Systems, Command-Line Interface, Software Installation, Python Programming, Programming Principles, Unix Shell, Electronic Hardware, System Configuration, Hardware Architecture, Computer Hardware, Computer Programming, Program Development, Development Environment

    4.7 stars, 2.8K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (2.8K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Introduction to C# Programming and Unity

    Skills you'll gain: Unity Engine, Object Oriented Programming (OOP), Debugging, C# (Programming Language), Video Game Development, Game Design, Computer Programming, Programming Principles, Development Environment, Data Storage, Scripting, Software Documentation

    4.7 stars, 2.5K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (2.5K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    MedCerts

    Medical Billing and Coding Fundamentals

    Skills you'll gain: Medical Terminology, Revenue Cycle Management, Medical Billing, Medical Billing and Coding, Resilience, Electronic Medical Record System, Emotional Intelligence, Anatomy, Pathology, Medical Coding, Professionalism, Diversity Awareness, Patient-centered Care, Medical History Documentation, Composure, Empathy & Emotional Intelligence, ICD Coding (ICD-9/ICD-10), Medical Records, Physiology, Payment Processing

    4.7 stars, 1.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Santa Cruz

    Bayesian Statistics: Techniques and Models

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Analysis, Statistical Software, Sampling (Statistics), Regression Analysis, R Programming, Logistic Regression, Simulations, Statistical Inference, Probability Distribution

    4.8 stars, 497 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (497) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Sage Publications

    Chart Smarter: Mastering Data Visualization

    Skills you'll gain: Data Visualization, Data Presentation, Data Visualization Software, Statistical Visualization, Data Storytelling, Data Literacy, Spreadsheet Software

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • I

    IE Business School

    Branding: The Creative Journey

    Skills you'll gain: Brand Strategy, Value Propositions, Customer experience strategy (CX), Storytelling, Branding, Customer experience improvement, Content Marketing, Brand Management, Content Creation, Brand Awareness, Driving engagement, Logo Design, Drive Engagement, Journey Mapping, Journalism, Campaign Management, Creativity, Target Audience, Marketing Operations, Communication

    4.6 stars, 1.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1…979899…834

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

  • AI-Driven Data Modeling Using ChatGPT and Copilot: Packt
  • Process Mining for Data-Driven Process Improvement: Packt
  • Machine Learning With Big Data: University of California San Diego
  • Human-Centered Design: an Introduction: University of California San Diego
  • Python per la Data Science: Università di Napoli Federico II
  • FPGA Design for Embedded Systems: University of Colorado Boulder
  • The Raspberry Pi Platform and Python Programming for the Raspberry Pi: University of California, Irvine
  • Introduction to C# Programming and Unity: University of Colorado System
  • Medical Billing and Coding Fundamentals: MedCerts
  • Bayesian Statistics: Techniques and Models: University of California, Santa Cruz

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