Statistics & Probability Courses and Certifications

Complete Machine Learning 2026 A-Z™: 10 Real World Projects

546 ratings at Udemy

Complete Beginner to Expert Guide-Data Visualization,EDA,Numpy,Pandas,Math,Statistics,Matplotlib,Seaborn,Scikit,NLP-NLTK

• Udemy
• 1 day 13 hours 32 minutes
• On-Demand
• Paid Course

Organization Planning and Development for the 6 σ Black Belt

536 ratings at Coursera

Learn principles of Lean Sigma, DMAIC process, and DFSS. Explore strategic planning, financial measures, change management, and business metrics for organizational improvement.

• Coursera
• 7 hours 16 minutes
• On-Demand
• Paid Course

Statistics & Excel

533 ratings at Udemy

Unlock the Power of Statistical Analysis and Excel in Data-Driven Decision-Making for Various Fields

• Udemy
• 2 days 8 hours 49 minutes
• On-Demand
• Paid Course

Microcredential

Analytics for Decision Making

297 ratings at Coursera

Learn to make data-driven decisions using predictive modeling, optimization, and simulation techniques. Develop skills in prescriptive analytics for optimal business problem-solving.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Machine Learning with Python : COMPLETE COURSE FOR BEGINNERS

522 ratings at Udemy

Complete Machine Learning Course with Python for beginners

• Udemy
• 13 hours 13 minutes
• On-Demand
• Paid Course

Microcredential

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
• On-Demand
• Paid Course
• 5 courses

Data Science Ethics with R

Explore ethical responsibilities in data science, from identifying misleading visualizations to understanding data privacy and algorithmic bias using R programming.

• Coursera
• 6 hours 36 minutes
• On-Demand
• Paid Course

Microcredential

Data Analysis with R

Master data analysis through R programming, from basic probability to advanced statistical modeling, while learning to create compelling visualizations and reproducible reports for informed decision-making.

• Coursera
• On-Demand
• Paid Course
• 3 courses

The Simplest & Easiest Course on Hypothesis Testing

502 ratings at Udemy

Easiest Beginners Course on Statistics for Newbies! Perfect for university and college levels!

• Udemy
• 4 hours 13 minutes
• On-Demand
• Paid Course

Survival Analysis in R

465 ratings at Udemy

Use R to master survival analysis, duration analysis, event time analysis or reliability analysis.

• Udemy
• 3 hours 56 minutes
• On-Demand
• Paid Course

Meta

Statistics Foundations

390 ratings at Coursera

Comprehensive exploration of statistical foundations for data analytics, covering descriptive and inferential statistics, hypothesis testing, and data modeling using Tableau.

• Coursera
• 21 hours 17 minutes
• On-Demand
• Paid Course

Statistics for Data Science with Python

461 ratings at Coursera

Comprehensive introduction to statistical methods for data analysis using Python, covering descriptive statistics, data visualization, probability, hypothesis testing, and regression analysis with hands-on practice.

• Coursera
• 13 hours 28 minutes
• On-Demand
• Paid Course

Preprocessing Data with NumPy

464 ratings at Udemy

NumPy, ndarrays, Slicing, Random Generators, Importing and Saving Data, Statistics, Data Manipulation, Preprocessing

• Udemy
• 6 hours 44 minutes
• On-Demand
• Paid Course

Introduction to SPSS

461 ratings at Udemy

An Introduction to the SPSS software program and basic descriptive and inferential statistics

• Udemy
• 1 hour 52 minutes
• On-Demand
• Paid Course

Coursera

Linear Regression with Python

438 ratings at Coursera

Implement Linear Regression using Python and Numpy, focusing on practical aspects like optimization algorithms and training processes. Gain hands-on experience in fundamental machine learning concepts.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course