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

Python for Statistics Courses

Python for Statistics courses can help you learn data analysis, hypothesis testing, regression analysis, and probability distributions. You can build skills in data visualization, statistical modeling, and interpreting results to make informed decisions. Many courses introduce tools like Pandas for data manipulation, NumPy for numerical calculations, and Matplotlib for creating visual representations of data, all of that support applying statistical techniques effectively.

Popular Python for Statistics Courses and Certifications


  • P

    Packt

    Machine Learning, Data Science and Generative AI with Python

    Skills you'll gain: Apache Spark, Retrieval-Augmented Generation, OpenAI API, Generative AI, LLM Application, Model Evaluation, Data Preprocessing, Large Language Modeling, Generative Adversarial Networks (GANs), Predictive Modeling, Matplotlib, Keras (Neural Network Library), Fine-tuning, Transfer Learning, Deep Learning, Machine Learning Methods, Applied Machine Learning, Seaborn, Statistical Modeling, Machine Learning

    5 stars, 6 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 5 (6) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Object-Oriented Programming (OOP) and Advanced Python Topics

    Skills you'll gain: File I/O, Code Reusability, Data Validation

    Intermediate · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Boto3 Essentials – Automate AWS Cloud with Python Boto3

    Skills you'll gain: IT Automation, Role-Based Access Control (RBAC), Automation, Identity and Access Management, Python Programming, Cloud Infrastructure, Authorization (Computing), Authentications, VPN Clients, Software Installation

    Intermediate · Course · 1 - 3 Months

  • L

    Ludwig-Maximilians-Universität München (LMU)

    Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

    Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Differential Equations, Applied Mathematics, Mathematical Software, Mathematical Modeling, Distributed Computing, Simulation and Simulation Software, Python Programming, Calculus, Mechanics, Vibrations, Simulations, Derivatives

    4.8 stars, 392 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • G

    Google Cloud

    App Dev: Setting up a Development Environment - Python

    Skills you'll gain: Cloud Development, Development Environment, Google Cloud Platform, Cloud Computing, Infrastructure As A Service (IaaS), Software Development, Software Installation, Virtual Machines, Cloud Infrastructure, Remote Access Systems, Linux Servers, Verification And Validation, Package and Software Management

    Beginner · Project · Less Than 2 Hours

  • E

    EDUCBA

    Master Excel Automation Using Java, .NET, and Python

    Skills you'll gain: Business Process Automation, IT Automation, Data Presentation, Code Reusability, C# (Programming Language), Data Capture, File I/O, Programming Principles, Scalability

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Epidemiology in Public Health Practice

    Skills you'll gain: Epidemiology, Public Health, Public Health and Disease Prevention, Trend Analysis, Infection Control, Geographic Information Systems, Statistical Visualization, Health Policy, Data Visualization Software, Chronic Diseases, GIS Software, Geospatial Information and Technology, Infectious Diseases, Datamaps, Health Informatics, Risk Analysis, Investigation, Geospatial Mapping, Health Assessment, Statistics

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

    ★ 4.7 (4.6K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python: Master House Price Prediction with Linear Regression

    Skills you'll gain: Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Predictive Analytics, Data Wrangling, Regression Analysis, Data Analysis, Applied Machine Learning, Data Cleansing, Statistical Modeling, Data Science, Data Transformation, Machine Learning, Correlation Analysis

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • V

    Vanderbilt University

    ChatGPT for Project Management - Leveraging AI for Success

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, Large Language Modeling, Project Planning, AI literacy, AI Enablement, Generative AI, Risk Analysis, Timelines, Project Risk Management, Performance Metric, AI powered creativity, Project Schedules, Project Management, Artificial Intelligence, Risk Management, Key Performance Indicators (KPIs), Email Automation

    4.8 stars, 8.3K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (8.3K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Key Technologies for Business

    Skills you'll gain: Cloud Infrastructure, Responsible AI, Cloud Platforms, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Development, Data Literacy, Cloud Deployment, Machine Learning Methods, Data Mining, Cloud Security, Generative AI Agents, Generative AI, Cloud Technologies, Prompt Patterns, Big Data, Data Analysis, Data Science, Business

    4.7 stars, 107K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (107K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Cómo usar funciones, métodos y bucles en Python desde cero

    Skills you'll gain: Python Programming, Code Reusability, Data Processing, Data Analysis, Automation, Programming Principles, Computer Programming

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Collaborate and Code: GitHub with Python and Jupyter

    Skills you'll gain: Version Control, GitHub, Jupyter, Git (Version Control System), Generative AI, Software Documentation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…717273…834

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

  • Machine Learning, Data Science and Generative AI with Python: Packt
  • Object-Oriented Programming (OOP) and Advanced Python Topics: Packt
  • Boto3 Essentials – Automate AWS Cloud with Python Boto3: Packt
  • Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
  • App Dev: Setting up a Development Environment - Python: Google Cloud
  • Master Excel Automation Using Java, .NET, and Python: EDUCBA
  • Epidemiology in Public Health Practice: Johns Hopkins University
  • Python: Master House Price Prediction with Linear Regression: EDUCBA
  • ChatGPT for Project Management - Leveraging AI for Success: Vanderbilt University
  • Key Technologies for Business: IBM

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