5 Best Statistics Data Science Courses [2021 OCTOBER]

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After in-depth research, our team of dedicated experts compiled this list of Best Statistics and Data Science Courses, Classes, Tutorials, Training, and Certification Programs available online for 2021. This list involves both free and paid courses to help you learn Statistics for Data Science. Also, it is ideal for beginners, intermediates, as well as experts.


5 Best Statistics – Data Science Courses Online [2021 OCTOBER]

1. Statistics for Data Science and Business Analysis (Udemy)

This data science course will help you acquire the fundamental skills that will enable you to learn and understand the complicated statistical analysis that can be directly applied to real-life situations. You will learn how to work with different types of data, how to plot various data types, calculate correlation and covariance, etc. The course is designed by 365 Careers, who has trained more than 1 lakh students in Data Science. After finishing the course, you will be rewarded with a certificate of completion that will help you show your skills to the employers. Do check out some of the best Business Analytics Courses as well.


Key USPs –

– Learn and understand the fundamentals of statistics and the concepts needed for data science even with Python and R

– Learn how to calculate the measures of central tendency, asymmetry, and variability, and understand the mechanics of regression analysis

– Included with high-quality video and animations, extensive case studies that will allow you to reinforce everything that you’ve learned

– Get complete training on all significant statistical topics and skills that you need to become a marketing analyst, a business intelligence analyst, or a data scientist

– Learn with a knowledgeable instructor who has trained various individuals on an international level


Duration: 4-5 hours

Rating: 4.5 out of 5

You can Sign up Here


Review: This course was easy to follow and made sense of statistics. I am looking forward to continuing to grow my skills. – Kimbopickle



2. Statistics for Business Analytics and Data Science (Udemy)

Individuals who want to master the core stats to develop a career in data science can take help from this course. This course is included with real-world examples of business challenges to show you how you can apply your knowledge to grow your career. Also, with this course, you will master various topics, such as distributions, the central limit theorem, confidence intervals, the z-test, statistical significance, and many more. Completing this course will help you become a professional data scientist, and you will earn a certification of completion after finishing the course. You may also want to check out data mining courses on our website.


Key USPs –

– A comprehensive course designed by Kirill Eremenko and Super Data Science team to help you equip all the essential data science skills

– Understand what a normal distribution is, the central limit theorem, the difference between a normal distribution and t-distribution

– Learn how to apply hypothesis testing for means and the central limit theorem in practice; use the Z-score and Z-tables, and t-score and t-Tables

– Includes multiple video lectures, hands-on exercises, practice exams, and much more that will help you understand the topics more clearly

– Study from the comfort of your home and get 30 days free trial without any hidden charges


Duration: 6-7 hours

Rating: 4.5 out of 5

You can Sign up Here


Review: I have been very pleased with all of the classes that Kiril Eremenko has created, they are engaging, and I continue to learn many valuable skills related to Data Science. – David Gagner



3. Statistics & Applied Data Science – Business Data Analysis (Udemy)

Designed by highly experienced engineers who are working with leading companies like Facebook, Google, Microsoft, etc., this course will help you learn all the essential aspects of statistics and applied data science. In this course, you will learn descriptive statistics with a collection of critical quizzes and examples, sampling distribution with practical simulation apps and answering of important technical questions. It is included with short videos and practical examples that will help you learn in a better way. After finishing this course, you will be highly equipped with the skills that are required to become a professional data analyst in any organization.


Key USPs –

– One of the best courses available online that will help you learn the essential topics in applied data science

– Gain skills like data science, statistics for data science, data analysis, and business analytics that are necessary to become a professional

– Learn about normal distribution and standard normal in details with Z table, T distribution projects, and Hypothesis testing

– Work on two capstone projects related to hypothesis testing that will give the real-world experience of working in an organization

– Get 30 days free trial for the course so that you can learn from the comfort of your home


Duration: 9-10 hours

Rating: 4.7 out of 5

You can Sign up Here


Review: Professional in statistics for data analysis, I got a simple and easy explanation about statistics for data science. – Alex Milany



4. Probability and Statistics (Coursera)

If you want to access a list of various courses that offer professional certifications, then this list of Probability and Statistics courses on Coursera is the ideal choice for you. These courses will help you learn skills in consideration whether data is eloquent, including inference, optimization, testing, and other techniques for examining patterns in data and using them to predict, understand, and improve results. Amongst these various courses, the most popular courses are Statistics with R, Methods and Statistics in Social Science, R Programming, etc. Moreover, if you are interested in earning a degree in Data Science, then Coursera offers various degree programs from well-recognized universities. Do check out more probability and data science courses.


Key USPs –

– From a simple course to earning a professional certificate, you can select any program that best describes your needs

– Each program is designed by the world’s best universities and institutions so that you get the maximum knowledge

– Get access to multiple video lectures, practice exams, quizzes, and capstone projects that will help you improve your skills

– Some courses are available with a personalized instructor who will assist you at every stage of the learning

– Completely flexible with the freedom to learn from your home with ten days of the free trial


Duration: Self-paced

Rating: 4.7 out of 5

You can Sign up Here



5. Statistics for Data Science Micro Master Program (edX)

If you are willing to be a professional in data analytics and machine learning, then this Statistics for Data Science course has everything for you. Created by MITx, this micro master program consists of four different courses that will provide you with the foundational knowledge that is essential to understand the methods and tools used in data science. With this program, you will dive deep into the fundamentals of probability and statistics, and learn how to implement and experiment with data analysis techniques and machine learning algorithms. Enrolling in this program will help you become an informed and active practitioner of data science that will add value to an organization.


Key USPs –

– Understand the foundation of data science, statistics, and machine learning, and become a master at it

– Learn how to analyze big data and make data-driven predictions via probabilistic modeling and statistical inference

– Learn how to identify and develop appropriate modeling and methodologies to extract meaningful information for decision-making

– Build and develop machine learning algorithms for extracting evocative information from seemingly unstructured data

– Learn popular unsupervised learning methods, such as clustering methodologies and supervised techniques like deep neural networks

– Prepare yourself for the various job titles, including Data Scientist, Business Intelligence, System analyst, etc.


Duration: 1.5 years, 10-14 hours/week

Rating: 4.5 out of 5

You can Sign up Here


So these were some of the best statistics for data science courses available online. Hope you found something relevant for you.