Statistics & Probability Courses and Certifications

Introduction to Statistics (English Edition)

60 ratings at Udemy

This course is an introduction to statistics, covering probability distributions, estimation, and hypothesis testing.

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

Applied Statistics for Data Analytics

57 ratings at Coursera

Gain insights into foundational statistics, from descriptive analysis to hypothesis testing, while mastering practical techniques for extracting meaningful insights from data through hands-on examples.

• Coursera
• 1 day 10 hours 46 minutes
• On-Demand
• Paid Course

Probability / Stats: The Foundations of Machine Learning

57 ratings at Udemy

Real-world, code-oriented learning for programmers to use prob/stats in all of CS, Data Science and Machine Learning

• Udemy
• 6 hours 42 minutes
• On-Demand
• Paid Course

A-Level Maths: Statistics (Year 2)

58 ratings at Udemy

Master the statistics content from A-level maths (second year), and practice on real past paper exam questions.

• Udemy
• 6 hours 11 minutes
• On-Demand
• Paid Course

Axiomatic Probability - Mathematics

53 ratings at Udemy

Understanding Axiomatic Approach to Probability in Mathematics

• Udemy
• 1 day 51 minutes
• On-Demand
• Paid Course

Become a Permutations and Combinations Master

43 ratings at Udemy

Learn everything from Permutations and Combinations with 60+ solved examples

• Udemy
• 5 hours 47 minutes
• On-Demand
• Paid Course

Coursera

Statistics For Data Science

42 ratings at Coursera

This is a hands-on project to give you an overview of how to use statistics in data science.

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

EDUCBA

Regression & Forecasting for Data Scientists using Python

43 ratings at Coursera

Master Python-based regression and forecasting techniques for data-driven decision-making across industries. Covers time-series analysis, ARIMA models, data preprocessing, and linear regression model creation.

• Coursera
• 13 hours 5 minutes
• On-Demand
• Paid Course

Coursera

Basic Statistics in Python (Correlations and T-tests)

35 ratings at Coursera

Learn Python for basic statistics: data handling, exploratory analysis, correlations, t-tests. Analyze World Bank Science and Technology data using boxplots, scatter plots, and statistical methods.

• Coursera
• 2 hours 5 minutes
• On-Demand
• Paid Course

Statistics 101: Guiding Data Science & Analysis using Excel

38 ratings at Udemy

Statistics, Data Analytics, Data Science, Methods, Basics of Machine Learning, Linear Algebra

• Udemy
• 1 hour 31 minutes
• On-Demand
• Paid Course

Statistics and R

20 reviews

An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

IBM;  University of London

Statistics and Clustering in Python

21 ratings at Coursera

Master statistical analysis and data clustering using Python, from basic statistics to K-means algorithm implementation. Work with Pandas for data manipulation and complete hands-on clustering projects.

• Coursera
• 17 hours 51 minutes
• On-Demand
• Paid Course

MathTrackX: Statistics

6 ratings at edX

Understand fundamental concepts relating to statistical inference and how they can be applied to solve real world problems.

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

Multilevel Modeling

19 ratings at Coursera

Introduction to multilevel modeling theory and practice using R, focusing on two-level models with continuous response variables for analyzing hierarchical data in social sciences.

• Coursera
• 7 hours 56 minutes
• On-Demand
• Paid Course

MathTrackX: Probability

Understand probability and how it manifests in the world around us.

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