Statistics & Probability Courses and Certifications

Career Certificate

Data Analysis with R

Comprehensive R-based data analysis program covering probability, inference, regression, and Bayesian statistics. Develop practical skills for data visualization, wrangling, and reproducible reporting.

• Coursera
• 30 weeks, 3 hours a week
• Self-Paced
• Paid Course
• 5 courses

Exploring and Producing Data for Business Decision Making

2 ratings

Explore data analysis techniques for business decision-making, including summarizing datasets, sampling, normal distribution, and statistical inference using Excel. Gain practical skills to interpret results and manage uncertainties.

• Coursera
• 23 hours 39 minutes
• Self-Paced
• Paid Course

Fundamentals of Engineering Exam Review

Comprehensive review of engineering fundamentals covering mathematics, statistics, mechanics, fluids, and structures. Prepares students for the FE exam through concept explanations and practice problems.

• Coursera
• 22 hours
• Self-Paced
• Paid Course

Inferential and Predictive Statistics for Business

2 ratings

Equips managers with analytical tools to evaluate business problems, manage uncertainties, and make data-driven decisions using Excel. Covers hypothesis testing, statistical inference, and regression analysis for practical applications.

• Coursera
• 19 hours 38 minutes
• Self-Paced
• Paid Course

Intro to Data Science: QuickStart Guide + AI & ChatGPT Prize

9097 ratings at Udemy

Learn the critical elements of Data Science, from visualization to databases to Python and more, in just 6 weeks!

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

Mathematics for Machine Learning: PCA

3 ratings

Explore mathematical foundations of Principal Component Analysis (PCA) for dimensionality reduction. Learn statistics, inner products, orthogonal projections, and derive PCA from a geometric perspective.

• Coursera
• 20 hours 39 minutes
• Self-Paced
• Paid Course

Introduction to Self-Driving Cars

1 rating

Explore hardware, software, safety, and control systems for autonomous vehicles. Develop Python code to navigate a simulated self-driving car on a racetrack using CARLA.

• Coursera
• 1 day 11 hours 10 minutes
• Self-Paced
• Paid Course

Data Science : Complete Data Science & Machine Learning

3566 ratings at Udemy

Learn and master the Data Science, Python for Machine Learning, Math for Machine Learning, Statistics for Data Science

• Udemy
• 1 day 1 hour 49 minutes
• Self-Paced
• Paid Course

Career Certificate

Managerial Economics & Business Analysis Graduate Certificate

Identify firm and country-level economic factors that impact business decisions, develop an analytical framework using statistical tools, and apply economic theory and data in the analysis of the business environment and trends to make effective decision…

• Coursera
• Self-Paced
• Paid Course

Beginner Statistics for Data Analytics - Learn the Easy Way!

6226 ratings at Udemy

Learn the fundamentals of statistics and regression analysis in an easy, fun way! No background in stats necessary

• Udemy
• 3 hours 13 minutes
• Self-Paced
• Paid Course

R Programming for Statistics and Data Science

5851 ratings at Udemy

R Programming for Data Science & Data Analysis. Applying R for Statistics and Data Visualization with GGplot2 in R

• Udemy
• 6 hours 42 minutes
• Self-Paced
• Paid Course

Data Analysis | SQL,Tableau,Power BI & Excel | Real Projects

5819 ratings at Udemy

4-in-1 bundle: Practical learning of the essential tools used in Data Science with hands on examples and projects

• Udemy
• 13 hours 23 minutes
• Self-Paced
• Paid Course

SQL Server Performance Tuning Part 1

5808 ratings at Udemy

Comprehensive guide to optimizing SQL Server performance, covering indexes, execution plans, wait stats, and more. Ideal for DBAs and developers seeking to enhance database efficiency.

• Udemy
• 5 hours 57 minutes
• Self-Paced
• Paid Course

Financial Analysis and Financial Modeling using MS Excel

5364 ratings at Udemy

Perform financial analysis & financial modeling using MS excel. For people who want to become a Financial Analyst.

• Udemy
• 10 hours 56 minutes
• Self-Paced
• Paid Course

Career Certificate

International Business Essentials

Develop essential business, academic, and cultural skills for international business success. Gain insights into management techniques, quantitative foundations, statistics, and global business environments.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses