Data Analysis Courses and Certifications

Indian Institute of Management Ahmedabad

Pre-MBA Statistics

301 ratings at Coursera

Comprehensive introduction to descriptive and inferential statistics, covering data types, probability, sampling methods, estimation, and hypothesis testing for effective data analysis and interpretation.

• Coursera
• 1 day 18 minutes
• Self-Paced
• Paid Course

AI Python for Beginners

239 ratings at Coursera

Master Python fundamentals while building AI-powered tools like recipe generators and smart planners. Get hands-on experience writing code that interacts with language models and automates tasks, with AI-assisted learning support.

• Coursera
• 17 hours 30 minutes
• Self-Paced
• Paid Course

Demand Analytics

297 ratings at Coursera

Improve forecasting accuracy and stimulate demand through data analytics. Learn to build prediction models, identify demand drivers, and quantify their impact using real-world examples from a cookware manufacturer.

• Coursera
• 12 hours 50 minutes
• Self-Paced
• Paid Course

Free Lean Six Sigma Primer

4058 ratings at Udemy

New to Lean Six Sigma? Is it Useful to Me? Where to Start? Choose Appropriate Certification? - Lean Six Sigma White Belt

• Udemy
• 1 hour 54 minutes
• Self-Paced
• Free Online Course

AI-Powered Content Creation for Social Media Success

Unlock AI tools to create engaging social media content, develop personas, plan campaigns, and optimize performance through data-driven insights and ethical practices.

• Coursera
• 15 hours 35 minutes
• Self-Paced
• Paid Course

Statistics for Machine Learning

Learn the statistical concepts behind machine learning.

• edX
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Probability for Machine Learning

Master probability fundamentals and their direct applications in machine learning algorithms, from Bayes' Theorem to model evaluation metrics like ROC curves.

• edX
• 4 weeks, 2-5 hours a week
• Self-Paced
• Free Online Course (Audit)

Microcredential

Learn SQL Basics for Data Science

Master SQL fundamentals through hands-on projects, from basic queries to advanced data analysis and machine learning integration for aspiring data scientists.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

ChatGPT Unleashed: The Complete ChatGPT Course

3966 ratings at Udemy

Prompt engineering, GPTs, data analysis, voice, vision, programming and more

• Udemy
• 9 hours 8 minutes
• Self-Paced
• Paid Course

R, ggplot, and Simple Linear Regression

3899 ratings at Udemy

Begin to use R and ggplot while learning the basics of linear regression

• Udemy
• 2 hours 14 minutes
• Self-Paced
• Free Online Course

Deploy and Maintain Power BI Assets and Capstone project

297 ratings at Coursera

Learn to deploy, secure, and manage Power BI assets in enterprise settings. Gain hands-on experience with workspaces, security measures, and monitoring. Complete a capstone project to showcase your data analysis skills.

• Coursera
• 1 day 45 minutes
• Self-Paced
• Paid Course

Excel Power Query, Power Pivot, DAX, Power BI & Power 3D Map

3928 ratings at Udemy

Learn Excel Power Query, Power Pivot, DAX, Power BI Tools and 3D Maps. Build Excel Data Analyst Models with Excel 365

• Udemy
• 16 hours 51 minutes
• Self-Paced
• Paid Course

Master Python by Coding 100 Practical Problems

3877 ratings at Udemy

A 100% hands-on course to learn Python by coding 100 Python exercises and compare your code with the provided solutions.

• Udemy
• 2 hours 54 minutes
• Self-Paced
• Paid Course

The Complete Pandas Bootcamp 2025: Data Science with Python

3865 ratings at Udemy

Now with ChatGPT for Pandas, Online Exercises, Seaborn, Machine Learning. Fully Updated (Pandas 3.x) as of Sep 2024

• Udemy
• 1 day 13 hours 9 minutes
• Self-Paced
• Paid Course

Complete Introduction to Amazon QuickSight

3862 ratings at Udemy

Quick and comprehensive way to learn how to use Amazon QuickSight to create dynamic analysis, reports and dashboards

• Udemy
• 5 hours 29 minutes
• Self-Paced
• Paid Course