Statistics & Probability Courses and Certifications

Practical Data Literacy for Leaders

660 ratings at Udemy

Make better data-driven business-decisions. Present your data like a PRO. Learn the key data and analytics terminology

• Udemy
• 3 hours 52 minutes
• On-Demand
• Paid Course

Bayesian Statistics

658 ratings at Udemy

Bayes Theorem, Bayesian networks, Bayesian sampling methods, Bayesian inference, machine learning and much more

• Udemy
• 4 hours 34 minutes
• On-Demand
• Paid Course

AI & ML Made Easy: From Basic to Advanced (2025)

642 ratings at Udemy

Learn AI, Machine Learning & Deep Learning from Scratch with Real Projects, NLP, and Industry-Focused Applications

• Udemy
• 7 hours 10 minutes
• On-Demand
• Paid Course

Data Analysis with Python

644 ratings at Udemy

Statistics introduction applied to data science. Focus on Exploratory Data Analysis (EDA).

• Udemy
• 2 hours 23 minutes
• On-Demand
• Paid Course

Meaningful Predictive Modeling

49 ratings at Coursera

Evaluate and compare predictive models using diagnostic techniques and performance measures. Learn to implement training/validation/test pipelines for robust model generalization.

• Coursera
• 8 hours 33 minutes
• On-Demand
• Paid Course

Math for Data science,Data analysis and Machine Learning

601 ratings at Udemy

Learn Math essentials for Data science,Data analysis,Machine Learning and Artificial intelligence

• Udemy
• 23 hours 20 minutes
• On-Demand
• Paid Course

Regression Analysis: Simplify Complex Data Relationships

589 ratings at Coursera

Explore predictive modeling techniques to uncover complex data relationships, from linear and logistic regression to ANOVA, enhancing your ability to extract valuable insights for data-driven decision-making.

• Coursera
• 1 day 3 hours 47 minutes
• On-Demand
• Paid Course

Causal Data Science with Directed Acyclic Graphs

576 ratings at Udemy

Get to know the modern tools for causal inference from machine learning and AI, with many practical examples in R

• Udemy
• 4 hours 58 minutes
• On-Demand
• Paid Course

Bayesian Statistics: Techniques and Models

495 ratings at Coursera

Expand your Bayesian toolbox with advanced models and MCMC methods. Learn to construct, fit, assess, and compare sophisticated statistical models using R and JAGS for real-world data analysis.

• Coursera
• 1 day 5 hours 37 minutes
• On-Demand
• Paid Course

Linear Regression and Logistic Regression in Python

569 ratings at Udemy

Build predictive ML models with no coding or maths background. Linear Regression and Logistic Regression for beginners

• Udemy
• 7 hours 40 minutes
• On-Demand
• Paid Course

Statistics / Data Analysis: Survey Data and Likert Scales

571 ratings at Udemy

How to Process Survey Data and Analyze Likert Scales In SPSS

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

Microcredential

Data Science Foundations: Statistical Inference

355 ratings at Coursera

Gain a solid foundation in probability theory, statistical inference, and data analysis using R. Master essential skills for statistical hypothesis testing and confidence intervals in data science applications.

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

Regression Analysis for Statistics & Machine Learning in R

557 ratings at Udemy

Learn Complete Hands-On Regression Analysis for Practical Statistical Modelling and Machine Learning in R

• Udemy
• 7 hours 43 minutes
• On-Demand
• Paid Course

MySQL - Statistics for Data Science & Business Analytics

554 ratings at Udemy

SQL - MySQL for Data Analytics - Beginners - Statistics for Data Science - MySQL for Data Analysis - with 25 projects

• Udemy
• 14 hours 27 minutes
• On-Demand
• Paid Course

Minitab Data Analysis | Certified Minitab Expert, Accredited

552 ratings at Udemy

Accessible Minitab training to become Minitab data analysis expert, Practical Minitab Ttaining, All Minitab versions

• Udemy
• 5 hours 57 minutes
• On-Demand
• Paid Course