55+ FREE Statistics Courses Online with Certificates (2023)

Statistics, Number Crunching, and Data Science are the skill to possess, especially with the advent of Deep Learning and Neural Networks. Working with massive data sets of numbers and deriving meaningful inferences could be daunting for beginners.

But you can have fun with numbers if you refer to the below listed popular Statistics courses from the best trainers.

Following is a curated list of Best 55 Free Statistics Courses that will drastically improve your educational and career prospects:

Best Online Free Statistics Courses with Certificates

Sr. No Course Name Ratings Price Course Content Link
1 Math for Middle Schoolers: Statistics 4.2/5 Free Understand the different statistics topics generally taught in middle school Learn More
2 Why Numbers Matter – Online Course 4.9/5 Free Learn how to use quantitative research to make difficult decisions and solve real-world problems. Learn More
3 Time Series Analysis 4.6/5 Free Time series models with real data examples using the R statistical software. Learn More
4 Capstone Exam in Statistics and Data Science 4.6/5 Free Probability, data analysis, statistics, and machine learning in this culminating assessment. Learn More
5 Data Science: Probability 3.9/5 Free Gain important foundational knowledge in probability theory, essential for a data scientist. Learn More
6 Fat Chance: Probability from the Ground Up 4.6/5 Free Deeper understanding of probability and statistics. Learn More
7 I “Heart” Stats: Learning to Love Statistics 4.6/5 Free Get to know stats, build a healthy bond, and maybe even fall in love! Learn More
8 Fundamentals of Statistics 4.2/5 Free Understanding of the principles that underpin statistical inference: estimation, hypothesis testing and prediction. Learn More
9 Data Science: Linear Regression 4.8/5 Free Learn how to use R to implement linear regression in data science. Learn More
10 Introduction to Probability – The Science of Uncertainty 4.1/5 Free Probabilistic models, including random processes and the basic elements of statistical inference. Learn More
11 Introduction to Probability: Part 1 – The Fundamentals 4/5 Free Part 1: Probabilistic models, including random processes and the basic elements of statistical inference. Learn More
12 Statistics: Unlocking the World of Data 4.8/5 Free Explore the ideas and methods behind the statistics you encounter in everyday life. Learn More
13 Introductory Statistics : Sample Survey and Instruments for Statistical Inference 4.9/5 Free The purpose of this course is to introduce basic concepts of sample surveys and to teach statistical inference process using real-life examples. Learn More
14 Data Science: Inference and Modeling 4.5/5 Free Learn inference and modeling: statistical tools in data analysis. Learn More
15 Computational Probability and Inference 5/5 Free Learn fundamentals of probabilistic analysis and inference. Learn More
16 Statistical Modeling and Regression Analysis 4.2/5 Free linear regression models along with real data examples using the R. Learn More
17 Principles, Statistical and Computational Tools for Reproducible Science 4.6/5 Free Learn skills and tools that support data science and reproducible research. Learn More
18 Probability: Distribution Models & Continuous Random Variables 4.7/5 Free Including normal distribution, and continuous random variables to prepare for a career in information and data science. Learn More
19 Introduction to Probability 4.5/5 Free Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty. Learn More
20 Introductory Statistics : Basic Ideas and Instruments for Statistical Inference 4.1/5 Free This course utilizes real-life applications of Statistics in an exploration of the Statistical Inference process. Learn More
21 Probability – The Science of Uncertainty and Data 4.1/5 Free Data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference. Learn More
22 Statistical Inference and Modeling for High-throughput Experiments 4.6/5 Free A focus on the techniques commonly used to perform statistical inference on high throughput data. Learn More
23 Introduction to Probability: Part II ? Inference & Processes 4.4/5 Free Learn how to use probability theory to develop the basic elements of statistical inference and important random process models Learn More
24 Introductory Statistics : Analyzing Data Using Graphs and Statistics 4.3/5 Free This course teaches basic statistical concepts and explores many compelling applications of statistical methods using real-life applications of Statistics. Learn More
25 Statistics for Business – II 4.9/5 Free Examine data drawn from allied fields of business such as Finance and HR, and learn how to simulate data to follow a specified distribution. Learn More
26 Policy Analysis Using Interrupted Time Series 4.7/5 Free A comprehensive course on conducting and presenting policy evaluations using interrupted time series analysis. Learn More
27 Probability: Basic Concepts & Discrete Random Variables 4.7/5 Free Learn fundamental concepts of mathematical probability to prepare for a career in the growing field of information and data science. Learn More
28 Bayesian Statistics 3.9/5 Free In which one’s inferences about parameters or hypotheses are updated as evidence accumulates. Learn More
29 Statistics for Marketing 4.9/5 Free This course takes a deep dive into the statistical foundation upon which Marketing Analytics is built. Learn More
30 Introduction to Probability and Data with R 4.7/5 Free This course introduces you to sampling and exploring data, as well as basic probability theory and Bayes’ rule. Learn More
31 A Crash Course in Causality: Inferring Causal Effects from Observational Data 4.8/5 Free We have all heard the phrase “correlation does not equal causation”. Learn More
32 An Intuitive Introduction to Probability 4.7/5 Free This course will provide you with an intuitive and practical introduction into Probability Theory. Learn More
33 Mathematics for Machine Learning: PCA 4/5 Free Mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. Learn More
34 Linear Regression and Modeling 4.7/5 Free This course introduces simple and multiple linear regression models. Learn More
35 Business Applications of Hypothesis Testing and Confidence Interval Estimation 4.8/5 Free Confidence intervals and Hypothesis tests are very important tools in the Business Statistics toolbox. Learn More
36 Introduction to Statistics 4.5/5 Free Introduction to Statistics teaches you statistical thinking concepts that are essential for learning from data and communicating insights. Learn More
37 Basic Statistics 4.7/5 Free In this course you will learn the basics of statistics; not just how to calculate them. Learn More
38 Probability and Statistics: To p or not to p? 4.8/5 Free Probability and Statistics: To p or not to p? from University of London. We live in an uncertain and complex world. Learn More
39 Methods and Statistics in Social Science – Final Research Project 3.9/5 Free The Final Research Project consists of a research study that you will perform in collaboration with fellow learners. Learn More
40 Mathematical Biostatistics Boot Camp 1 4.5/5 Free Probability and statistical concepts used in elementary data analysis. It will be taught at an introductory level for students with junior. Learn More
41 Advanced Statistics for Data Science Specialization 4.3/5 Free Familiarize yourself with fundamental concepts in probability and statistics, data analysis and linear models for Data Science. Learn More
42 Bayesian Statistics: Techniques and Models 4.8/5 Free This is the second of a two-course sequence introducing the fundamentals of Bayesian statistics. Learn More
43 Math behind Moneyball 4.5/5 Free probability, math, and statistics can be used to help baseball, football and basketball teams improve, player and lineup selection as well as in game strategy. Learn More
44 Improving your statistical inferences 4.9/5 Free Draw better statistical inferences from empirical research. interpret p-values, effect sizes Learn More
45 Inferential Statistics 4.8/5 Free Statistical inference methods for numerical and categorical data. Learn More
46 Network Dynamics of Social Behavior 4.5/5 Free Network Dynamics of Social Behavior from University of Pennsylvania. Learn More
47 Introduction to Statistics 4.5/5 Free This course is designed to explain the fundamental of statistics. The course contains four weeks or four modules. Learn More
48 Statistical Learning (Self-Paced) 4.5/5 Free This is an introductory-level course in supervised learning, with a focus on regression and classification methods. Learn More
49 Introduction to Statistical Inference 4.9/5 Free This course is about, statistical inference is the process of using data analysis to draw conclusions about a population or process beyond the existing data. Learn More
50 Statistical Reasoning 4/5 Free It is designed for people who want to learn more about Statistics. Learn More
51 Statistics 4.5/5 Free We live in a time of unprecedented access to information…data. Learn More
52 Intro to Statistics 4.3/5 Free Techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics. Learn More
53 Intro to Inferential Statistics 4.9/5 Free Inferential statistics allows us to draw conclusions from data that might not be immediately obvious. Learn More
54 Intro to Descriptive Statistics 3.9/5 Free Descriptive statistics will teach you the basic concepts used to describe data. Learn More
55 Foundations of Data Science 4.5/5 Free earn the fundamental concepts in probability, statistics, optimization and linear algebra which form the foundations for data science. Learn More


❓ What is Statistics?

Statistics is a disciplined approach to collecting, organizing, analyzing, interpreting, and presenting data to solve a specific problem. It helps you study and solve critical problems by applying various methods using collections of data.

✅ Which are the Best Free Statistics Courses Online?

Below are some of the best free online statistics courses:

  • Math for Middle Schoolers: Statistics
  • Why Numbers Matter – Online Course
  • Time Series Analysis
  • Capstone Exam in Statistics and Data Science
  • Data Science: Probability
  • Fat Chance: Probability from the Ground Up
  • Fundamentals of Statistics
  • Data Science: Linear Regression

🏅 Which Career Options are available in Statistics?

You can get the following Job roles in the statistics field:

  • Statistician
  • Data Analyst
  • Professor
  • Research Analyst
  • Biostatistician
  • Econometrician
  • Epidemiologist
  • Data Scientist