If you like to have fun with numbers then a career in statistics and/or data analysis may be ideal for you and you can start learning right away with the free online statistics courses with certificates curated in this blog.
According to Wikipedia, statistics is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. The importance of statistics cannot be overemphasized, especially in this digital age where billions of information flow from various sources daily and statistics with data science are utilized or necessary to sieve through all of these data to retrieve the useful ones and then use them to make better decisions.
In essence, statistics is applied in various sectors and fields like business, healthcare and medicine, education, government, psychology, machine learning, aerospace, marketing, e-commerce, finance, human resources, production, and information technology. If you have a degree in statistics or data science you can work in any of these fields. You can even get started with a certificate in statistics.
The free online statistics courses with certificates curated here are a great place to start and kickstart a career in data science, data analytics, or statistics without spending a dime. You could also enroll in the courses to deepen your knowledge of statistics by learning new techniques and acquiring the latest skills which will contribute to career advancement.
We also have other blog posts on free online data science courses that you can enroll in to deepen your knowledge of data and another on free online data analysis courses for beginners to get started.
There are many statistics courses online but with deep research, I gathered the best and most free online statistics courses with certificates of completion. The courses are provided by some of the best universities in the world like Harvard and Stanford, and yes, they are available for free.
Each of the courses is designed to be flexible and self-paced to fit into your schedule and learn on your own time. While the courses are entirely free not all of the certificates may come for free, some would require you to pay a nominal fee to receive them but always remember that the skill and knowledge that you possess from the course is most important.
Without any further ado, we will go on to the main topic…
Best Free Online Statistics Courses with Certificates
The following are the best free online statistics courses with certificates:
- Introduction to Statistics
- Understanding Clinical Research: Behind the Statistics
- Probability and Statistics: To p or not to p?
- Diploma in AP Statistics
- Statistics: Effectively Displaying Data
- The Fundamentals of Statistics
- Probability – The Science of Uncertainty and Data
- Statistical Learning with R
- Python and Statistics for Financial Analysis
- Statistics and R
- Fat Chance: Probability from the Ground Up
- Statistical Inference and Modeling for High-throughput Experiments
- Statistics for Data Science
- Statistical Learning
- Diploma in MySQL and Statistics for Data Analysis
1. Introduction to Statistics
The course, Introduction to Statistics, is one of the free online statistics courses with certificates made available on Coursera by Stanford University. The course introduces learners to statistics, equipping them with basic knowledge of the field and how it works. This course will help those who want to study statistics or data science in college know what they are signing up for before taking up the course.
The course consists of 12 modules with 13 quiz assessments that learners must pass to receive the certificate. The approximate duration of the course is 14 hours but it is flexible therefore you can learn at your own pace.
2. Understanding Clinical Research: Behind the Statistics
This statistics course is also made available on Coursera but provided by the University of Cape Town, one of the best universities in South Africa. This course will teach you how to make sense of statistical results presented in published literature and research and equip you with the latest statistical analysis techniques.
The course consists of 6 modules with 18 assessment quizzes that you must pass to receive the certificate. No prior experience or knowledge is required to take this course.
3. Probability and Statistics: To p or not to p?
The University of London is teaching this course on Coursera for beginner-level students of probability and statistics. Students can take this course outside of the classroom to deepen their knowledge of probability and statistics. The course is flexible so don’t worry about it messing up with your schedule.
4. Diploma in AP Statistics
Diploma AP Statistics is available for free on Alison designed to teach learners how to apply statistical reasoning in various fields of learning. The course covers topics on sampling and experimentation, exploring data, statistical inferences, and anticipating patterns. At the end of this course, you will be a better data analyst.
5. Statistics: Effectively Displaying Data
In this course, those who work with data are taught how to represent and describe data using a graphical representation like graphs and pictures. If you work with data and don’t know this method then you should enroll for this course to learn new techniques to make your workflow efficient. Learners will also gain skills in interpreting various data graphs.
6. The Fundamentals of Statistics
This course teaches the basics of statistics and how it is used in data sampling, collection, analysis, and computing. You will also learn mean, median, mode, and sigma notation. There are only 6 modules in the course and when you complete them, you will have to take the course assessment and score, at least, 80% to receive a free certificate.
7. Probability – The Science of Uncertainty and Data
This is one of the best free online statistics courses made available on Coursera by MIT. The course is ideal for beginners in data science as it helps build their foundational knowledge of the field. Students will learn random processes, inference methods, probabilistic calculations, basic structure and elements of probabilistic models, and many more.
8. Statistical Learning with R
The course, Statistical Learning with R, is one of the best free online statistics courses from Stanford Online made available on edX. The course teaches data scientists and statisticians some of the key tools used in statistical modeling and data science as well as traditional and modern methods of using those tools in R.
Students will take home a wide range of skills and knowledge in multiple testing, deep learning, linear regression, survival modeling, tree-based methods, classification, resampling methods, and many more.
9. Python and Statistics for Financial Analysis
Python is the world’s most versatile programming language. It is used in web development, mobile and software development, robotics, and data analysis. In this course, you will learn how Python for data analysis with statistics to conduct financial analysis for clients, businesses, and organizations. If you have a career related to finance, taking this course will enhance your existing knowledge.
10. Statistics and R
This course is made available on edX by Harvard University. In this course, students are introduced to basic concepts of statistics and trained to master R programming skills which is required for analyzing data in the life sciences. Students will also learn random variables, distributions, exploratory data analysis, and non-parametric statistics.
11. Fat Chance: Probability from the Ground Up
This course is designed to deepen your knowledge of quantitative reasoning through a deeper understanding of probability and statistics. You will learn how to solve combinatorial counting problems and how to solve problems using basic and advanced probability. Whatever fear of probability and statistics that you may have, taking this course will reduce that fear.
12. Statistical Inference and Modeling for High-throughput Experiments
This online statistics course from Harvard University dives deeper into various statistics topics to equip learners with a deeper understanding of error rates, multiple testing problems, false discovery rates, q-values, error rate controlling procedures, and exploratory data analysis.
The course is intermediate level therefore you must have prior experience in basic programming, linear algebra, and statistics to enroll.
13. Statistics for Data Science
If you want to pursue a career in data science you must know statistics, it is a core part of the field and in this course, you will be introduced to the key concepts of statistics for data science. Through this course, you will learn probability, sampling distribution, hypothesis, central limit theorem, and normal distribution.
The course takes 1 hour to complete and offers a free certification when you complete the course.
14. Statistical Learning
This free online statistics course is offered for free by Great Learning Academy and offers a free certification as well. The course consists of two-and-a-half-hour self-paced video lectures that will teach you Bayes Theorem, probability theory, normal distribution, and rules for probability calculation. To take the course, follow the link below and sign up for an account on the platform.
15. Diploma in MySQL and Statistics for Data Analysis
MySQL is a database management system used by data scientists, data analysts, and backend programmers in website development. Whether you want to learn how to use MySQL for data science, analytics, or business analysis, this course will equip you with the skills to become a professional data scientist.
The course starts from the beginning with an introduction to MySQL, installing MySQL, the benefits and challenges of MySQL, and practical examples and projects with MySQL. The course duration requires 10-15 hours to complete but it is flexible so you can complete it at your own pace.
Conclusion
This wraps up the list of best statistics courses with certificates. You can get started with any of the courses and gradually work your way up to become a professional data analyst or statistician and begin offering your services to businesses and organizations. Receiving a certificate from any course that you complete will make it easier to convince potential clients and employers that you possess the skill so consider getting certified especially if you are a beginner.
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