**12 Best Probability and Statistics Online Courses and Classes [2018 Guide]**

When you want to know more about probability and statistics, nothing better than to take a probability and statistics online course.

The truth is that there are many different aspects related to this subject and it may be difficult for you to choose the best online statistics course for you.

So, we decided to make things easier for you. We must say that we devoted a lot of time searching for the best online statistics course. However, we were able to gather a list of 12 probability and statistics online courses. Make sure that you check each one in detail and just choose the one that suits best to your own needs.

The truth is that there are many different aspects related to this subject and it may be difficult for you to choose the best online statistics course for you.

So, we decided to make things easier for you. We must say that we devoted a lot of time searching for the best online statistics course. However, we were able to gather a list of 12 probability and statistics online courses. Make sure that you check each one in detail and just choose the one that suits best to your own needs.

## #1: Workshop in Probability and Statistics

If you have your own business and want to fully understand probabilities and statistics or if you are a student who will soon be taking a course on statistics, the Workshop in Probability and Statistics is one of the best probability and statistics online course you can take.

Within this course, you will find easy-to-understand explanations about all the important concepts regarding this topic. Created by George Ingersoll, the Associate Dean of Executive MBA Programs at the UCLA Anderson School of Management, you will learn about Bayes' Rule and random variables, conditional and joint probability, probability and normal distributions, hypothesis testing, multiple regression, among many others. Overall, you will get all the knowledge that you are looking for in terms of probability, regression, sampling, and decision analysis.

Within this course, you will find easy-to-understand explanations about all the important concepts regarding this topic. Created by George Ingersoll, the Associate Dean of Executive MBA Programs at the UCLA Anderson School of Management, you will learn about Bayes' Rule and random variables, conditional and joint probability, probability and normal distributions, hypothesis testing, multiple regression, among many others. Overall, you will get all the knowledge that you are looking for in terms of probability, regression, sampling, and decision analysis.

**Highlights:**

- suited for beginners or people who already have some knowledge about probabilities and statistics
- one of the best intro to statistics online course
- understand multiple probability and statistics concepts that are essential for any business.

**Rating:** 4.4 out of 5

**Sign Up Here.**

#2: Statistics for Data Science and Business Analysis

While you may only have a natural interest in statistics and probabilities, the truth is that they can well be a part of your future. After all, you probably already heard about many job vacancies for data scientists, data analysts, business intelligence analysts, or even for marketing analysts. So, if you have an interest in this area, why not take the shot? And the Statistics for Data Science and Business Analysis is the right place to begin.

When you want to get a practical, simple, and easy to understand probability and statistics online course, the Statistics for Data Science and Business Analysis is perfect for you.

One of the best things about the Statistics for Data Science and Business Analysis is the fact that it includes so much information and it's just easy to understand. From simple probability and statistics concepts to data visualization, from quant research to anything you can imagine related to the subject is explained here. In addition, the course is complemented with a lot of case studies that make everything a lot easier.

When you want to get a practical, simple, and easy to understand probability and statistics online course, the Statistics for Data Science and Business Analysis is perfect for you.

One of the best things about the Statistics for Data Science and Business Analysis is the fact that it includes so much information and it's just easy to understand. From simple probability and statistics concepts to data visualization, from quant research to anything you can imagine related to the subject is explained here. In addition, the course is complemented with a lot of case studies that make everything a lot easier.

**Highlights: **

- All the information about probabilities and statistics that you want to know in just one place
- easy to understand course with practical case studies
- multiple topics related to the industry are deeply explained
- when you complete the course, you will get two bonuses.

**Rating:** 4.5 out of 5

**Sign Up Here.**

#3: Methods and Statistics Course Online in Social Sciences Specialization

The Methods and Statistics Course Online in Social Sciences Specialization was created by a team of professors and teachers at the University of Amsterdam.

With the main goal to help you understand some of the most basic probability and statistic terms and concepts, this intro to statistics online course is divided into 5 smaller courses. These include the quantitative methods, qualitative research methods, basic statistics, inferential statistics, and methods and statistics in social science.

The Methods and Statistics Course Online in Social Sciences Specialization ends up with a Capstone Project where you will have the chance to apply everything that you learned with this course. So, you'll simply put into practice all the theory that you learned.

With the main goal to help you understand some of the most basic probability and statistic terms and concepts, this intro to statistics online course is divided into 5 smaller courses. These include the quantitative methods, qualitative research methods, basic statistics, inferential statistics, and methods and statistics in social science.

The Methods and Statistics Course Online in Social Sciences Specialization ends up with a Capstone Project where you will have the chance to apply everything that you learned with this course. So, you'll simply put into practice all the theory that you learned.

**Highlights:**

- created by a team from the University of Amsterdam
- understand the basic and more complex probability and statistic concepts
- 5 different courses included
- put all the theory into practice with the Capstone Project at the end of the course.

**Rating:** 4.7 out of 5

**Sign Up Here. **

#4: Statistics for Business Analytics A-Z™

As we already mentioned above, in case you like probabilities and statistics, you can actually turn them into a job and earn a good salary. The truth is that there aren't a lot of Business Analysts or Data Scientists on the market and you may have a great opportunity here.

So, one of the best ways to proceed is to take the best online statistic course in 2018.

One of the things that make the Statistics for Business Analytics A-Z™ sand above other probability and statistics online courses is the fact that this one is very practical. And you know how important this is especially in this area.

According to this statistics course description, you will learn everything you need to know about normal distributions, standard deviations, discrete and continuous variables, hypothesis testing for proportions and for means, using the t-Score and the Z-Score, confidence intervals, among others.

So, one of the best ways to proceed is to take the best online statistic course in 2018.

One of the things that make the Statistics for Business Analytics A-Z™ sand above other probability and statistics online courses is the fact that this one is very practical. And you know how important this is especially in this area.

According to this statistics course description, you will learn everything you need to know about normal distributions, standard deviations, discrete and continuous variables, hypothesis testing for proportions and for means, using the t-Score and the Z-Score, confidence intervals, among others.

**Highlights:**

- taught by Kirill Eremenko who is an expert trainer on Data Science
- fully understand basic and advanced concepts of probability and statistics
- get the knowledge you need to turn it into a career as a Business Analyst or as a Data Scientist.

**Rating: **4.4 out of 5

**Sign Up Here.**

#5: Statistics with R - Beginner Level

One of the topics that tend to attract a lot of people who are already interested in statistics and probabilities is the use of the R program. If this is your case, the Statistics with R - Beginner Level is one of the best intro to statistics online course that you will find in 2018.

With the Statistics with R - Beginner Level, you will finally understand how to compute all the statistical indicators in R, how to build a simple cross-table and a scatterplot chart, as well as you will learn how to compute simple statistical tests.

One of the best things about the Statistics with R - Beginner Level is the fact that you will be able to see all these explanations and "how to's" in a visual way which will clearly help you fully understand all the concepts covered.

With the Statistics with R - Beginner Level, you will finally understand how to compute all the statistical indicators in R, how to build a simple cross-table and a scatterplot chart, as well as you will learn how to compute simple statistical tests.

One of the best things about the Statistics with R - Beginner Level is the fact that you will be able to see all these explanations and "how to's" in a visual way which will clearly help you fully understand all the concepts covered.

**Highlights:**

- discover how you can manipulate data in R as well as how to prepare it for analysis
- learn how to filter your data frame
- discover how to recode variables as well as how to compute new ones
- understand how computing is done
- discover how you can visualize data using charts and tables
- learn how to check the normality assumption as well as to detect the outliners in the data series
- discover how to make univariate analyses.

**Rating:** 4.3 out of 5

**Sign Up Here.**

#6: Statistics Certification with R

Created and taught by Mine Çetinkaya-Rundel, Associate Professor of the Practice, Merlise A Clyde, Professor, Colin Rundel, Assistant Professor of the Practice, and David Banks, Professor of the Practice, the Statistics Certification with R is one of the best probability and statistics online course in 2018. This course was sponsored by the Duke University.

According to this statistics course description, you will finally be able to demystify data in R. In addition, you will learn Bayesian statistical inference as well as modeling, critique data-based claims, how to communicate statistical results, visualize data, and evaluate data-based decisions.

The Statistics Certification with R combines 5 different courses: an introduction to probability and data, inferential statistics, linear regression and modeling, Bayesian statistics, and statistics with R Capstone Project.

According to this statistics course description, you will finally be able to demystify data in R. In addition, you will learn Bayesian statistical inference as well as modeling, critique data-based claims, how to communicate statistical results, visualize data, and evaluate data-based decisions.

The Statistics Certification with R combines 5 different courses: an introduction to probability and data, inferential statistics, linear regression and modeling, Bayesian statistics, and statistics with R Capstone Project.

**Highlights: **

- fully understand statistics with R
- suited for beginners and advanced users
- discover the best ways to visualize and interpret data.

**Rating:** 4.7 out of 5

**Sign Up Here.**

#7: Bayesian Statistics: Techniques and Models

When you are looking to know more about Bayesian statistics, one of the best online courses on the market in 2018 is the Bayesian Statistics: Techniques and Models.

According to this statistics course description, you will be able to know everything about Bayesian statistics. From the concept to data analysis, this course will show you more general models as well as the computational techniques that you need to use.

A big part of the Bayesian Statistics: Techniques and Models course is dedicated to the Markov chain Monte Carlo (MCMC) methods which can be very useful. In addition, the author will also show you some free and open-source software R and JAGS.

The Bayesian Statistics: Techniques and Models will also teach you how you can easily construct, assess, fit and compare Bayesian statistical models that will allow you to get the answers to questions that include binary, continuous, and count data.

One of the best things about the Bayesian Statistics: Techniques and Models course is the fact that it combines both videos as well as readings, computer demonstrations, and even discussion boards so that you can have an active learning experience.

According to this statistics course description, you will be able to know everything about Bayesian statistics. From the concept to data analysis, this course will show you more general models as well as the computational techniques that you need to use.

A big part of the Bayesian Statistics: Techniques and Models course is dedicated to the Markov chain Monte Carlo (MCMC) methods which can be very useful. In addition, the author will also show you some free and open-source software R and JAGS.

The Bayesian Statistics: Techniques and Models will also teach you how you can easily construct, assess, fit and compare Bayesian statistical models that will allow you to get the answers to questions that include binary, continuous, and count data.

One of the best things about the Bayesian Statistics: Techniques and Models course is the fact that it combines both videos as well as readings, computer demonstrations, and even discussion boards so that you can have an active learning experience.

**Highlights:**

- one of the most complete courses on Bayesian Statistics
- includes videos, computer demonstrations, readings, and discussion boards
- a big part of the course is dedicated to the Markov chain Monte Carlo (MCMC)
- you will have a Capstone Project at the end of the course.

**Rating:** 4.8 out of 5

**Sign Up Here.**

#8: R Programming A-Z™: R For Data Science With Real Exercises!

Even though there are many probability and statistics online courses that focus on R, the truth is that one of the best ones that you can choose is the R Programming A-Z™: R For Data Science With Real Exercises!.

The truth is that R usually tends to leave students overwhelmed because it has a very steep learning curve. And this is exactly what the R Programming A-Z™: R For Data Science With Real Exercises! is trying to prevent. After all, this intro to statistics online course is a step-by-step tutorial. The author made sure that after a video where you learn a valuable concept, you will be able to put it into practice right away. In addition, you will be learning from practical examples making the understanding easier.

The R Programming A-Z™: R For Data Science With Real Exercises! is suited for complete beginners as well as for more advanced users who already have some knowledge about R.

With the R Programming A-Z™: R For Data Science With Real Exercises!, you will learn to program R, how to use R Studio, creating both vectors in R as well as variables, among so many other things.

The truth is that R usually tends to leave students overwhelmed because it has a very steep learning curve. And this is exactly what the R Programming A-Z™: R For Data Science With Real Exercises! is trying to prevent. After all, this intro to statistics online course is a step-by-step tutorial. The author made sure that after a video where you learn a valuable concept, you will be able to put it into practice right away. In addition, you will be learning from practical examples making the understanding easier.

The R Programming A-Z™: R For Data Science With Real Exercises! is suited for complete beginners as well as for more advanced users who already have some knowledge about R.

With the R Programming A-Z™: R For Data Science With Real Exercises!, you will learn to program R, how to use R Studio, creating both vectors in R as well as variables, among so many other things.

**Highlights:**

- step-by-step course on R suited for beginners and advanced users
- put everything you learn into practice in class and as homework
- learn from practical examples
- one of the best courses about R.

**Rating: **4.6 out of 5

**Sign Up Here.**

#9: Bayesian Statistics: From Concept to Data Analysis

Taught by Herbert Lee, Professor Applied Mathematics and Statistics, the Bayesian Statistics: From Concept to Data Analysis is another powerful online course about Bayesian statistics.

Along with this probability and statistics online course, you will learn the Bayesian approach to statistics. It starts with the probability concept and it then moves on to the analysis of data.

One of the best things about the Bayesian Statistics: From Concept to Data Analysis is the fact that you will discover how to use the Bayesian approach for different types of data.

The Bayesian Statistics: From Concept to Data Analysis brings the perfect combination of video lectures, exercises, readings, computer demonstrations, and discussion boards that you are welcome to participate and to have a more active learning.

Along with this probability and statistics online course, you will learn the Bayesian approach to statistics. It starts with the probability concept and it then moves on to the analysis of data.

One of the best things about the Bayesian Statistics: From Concept to Data Analysis is the fact that you will discover how to use the Bayesian approach for different types of data.

The Bayesian Statistics: From Concept to Data Analysis brings the perfect combination of video lectures, exercises, readings, computer demonstrations, and discussion boards that you are welcome to participate and to have a more active learning.

**Highlights: **

- the course combines video lectures, exercises, readings, computer demonstrations, and discussion boards
- learn about statistical inference
- learn about models for continuous data
- discover the priors and models for discrete data.

**Rating:** 4.5 out of 5

**Sign Up Here.**

#10: Data Science Specialization

When you are looking for a deeper knowledge of data science, the Data Science Specialization may be perfect for you. After all, it covers all aspects of data science.

Along with this course, you will discover how to ask the right questions, learn to manipulate data sets, and you'll even find out how to create visualizations to show your results in the best way possible.

The Data Science Specialization combines 10 different courses:

The Data Science Specialization covers different theories for performing inference that include frequentists, Bayesian, and likelihood.

Along with this course, you will discover how to ask the right questions, learn to manipulate data sets, and you'll even find out how to create visualizations to show your results in the best way possible.

The Data Science Specialization combines 10 different courses:

- The data scientist's toolbox
- R programming
- getting and cleaning data
- Exploratory data analysis
- Reproducible research
- Statistical inference
- Regression models
- Practical machine learning
- Developing data products
- Data science capstone project

The Data Science Specialization covers different theories for performing inference that include frequentists, Bayesian, and likelihood.

**Highlights: **

- a comprehensive course on data science specialization
- discover how to ask the right questions and interpret the results
- learn to use visualization tools to present the results.

**Rating: **4.1 out of 5

**Sign Up Here.**

#11: Data Science and Machine Learning Bootcamp with R

If you are searching for a new career as a Data Scientist, the Data Science and Machine Learning Bootcamp with R may be the right course for you. It really doesn't matter f you already have some experience in the field or if you are a complete newbie, you can still benefit from this probability and statistics online course.

Including more than 100 hours of video lectures and detailed code notebooks, you can be sure that this is one of the best online statistics course in 2018.

With this course, you will learn how to easily program with R as well as you will also discover how you can create powerful visualizations. You will even finally discover how to use Machine Learning with R.

Including more than 100 hours of video lectures and detailed code notebooks, you can be sure that this is one of the best online statistics course in 2018.

With this course, you will learn how to easily program with R as well as you will also discover how you can create powerful visualizations. You will even finally discover how to use Machine Learning with R.

**Highlights: **

- discover how to program in R and use it for powerful data analysis
- create amazing data visualizations
- use R to manipulate data, for Data Science and for Machine Learning Algorithms
- the best course if you want to become a Data Scientist.

**Rating: **4.6 out of 5

**Sign Up Here.**

#12: Business Statistics Certification

Last but not least, when you are looking for the best online statistics course in 2018, you should definitely consider checking out the Business Statistics Certification.

The Business Statistics Certification will teach you about the basic business data analysis techniques and tools. Along with this course, you will discover how to dominate the essential spreadsheet functions, how to build descriptive business data measures, and you will see your data modeling skills improved.

The Business Statistics Certification includes 5 different courses: an introduction to data analysis using Excel; basic data descriptors, statistical distributions, and application to business decisions; business applications of hypothesis testing and confidence interval estimation; linear regression for business statistics; and business statistics and analysis capstone project.

The Business Statistics Certification will teach you about the basic business data analysis techniques and tools. Along with this course, you will discover how to dominate the essential spreadsheet functions, how to build descriptive business data measures, and you will see your data modeling skills improved.

The Business Statistics Certification includes 5 different courses: an introduction to data analysis using Excel; basic data descriptors, statistical distributions, and application to business decisions; business applications of hypothesis testing and confidence interval estimation; linear regression for business statistics; and business statistics and analysis capstone project.

**Highlights: **

- get a vast knowledge of the techniques and tools to use on basic business data analysis
- divided into 5 courses
- you will have a capstone project at the end of the program.