Probability and Statistics have always been very important concepts in mathematics, but they also share a significant role in the world of Data Science and play important roles in analysing Big Data. In this rapidly growing world of Big Data and Data Science, it is very important to know about the functions of Probability and Statistics involved. But if you are unaware of its uses or are confused, we have got solutions to your problems.
Here are the best online courses available on various popular platforms that will help you with understanding:
1. Statistics and Data Science MicroMaster’s Certification by MIT (edX)
The first course on our list is provided by the world-famous Massachusetts Institute of Technology in edX. The Statistics and Data Science course is a part of the MicroMaster’s program that would help you with understanding the foundation of data science, statistics and machine learning. It will take 1 year and 2 months to complete the course, and the course fees are $1,350, you can also earn a certificate on the successful completion of the course with the desired marks required.
This course will enhance your understanding of Statistics and Data Science by providing you with an in-depth knowledge of the field. Here, you will learn how to analyze big data and learn to make data-driven predictions through probabilistic modelling and statistical inference. You will learn to develop machine learning algorithms and extract useful information from unstructured data, and much more. After the successful completion of this MicroMaster’s program, you can pursue your career as a Data Analyst, Data Scientist, Business Intelligence Analyst and many other great positions.
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2. Statistics Certification with R from Duke University (Coursera)
This is a free, beginner’s- level course available on the platform of Coursera that is offered by renowned Duke University. This course is appropriate for you if you want to proceed with the basics of analyzing data. Here you will learn to use R- programming and understand the unified nature of statistical inference in data analysis, and learn how to make data-based decisions. After the completion of the course, you will master the art of communicating statistical results and would be able to statistically analyse data successfully. The course will take 7 months to complete and you will be provided with a certificate after the successful completion. This is an ideal course for you to master Statistics with R programming.
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3. Methods and Statistics Course Online by University of Amsterdam (Coursera)
The 3rd course on our list is also available on the platform of Coursera and is provided by the prestigious University of Amsterdam. This is another beginner’s level course that needs no prior experience to apply, this course will help you to specialize in statistical analysis with the help of various statistical methods. You will also learn how to critically analyze research methods and results of R programming, and also would be able to analyze data. The course will take approximately 10 months to complete, and the certificate earned after the completion will help you land up with your desired job or increase your pay.
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4. Workshop in Probability and Statistics Course Online (Udemy)
This course offered by Udemy is the best beginner-friendly course to understand the functions of Probability and Statistics in the world of Data Science. This course will introduce you to the basic functions of probability and statistics, and help you completely understand their roles in data analyzing. This simplified course is appropriate for students and individuals who want to completely understand the concepts and expand their knowledge. This course is also appropriate for business professionals who want to have a better grasp of probability and statistics to expand or benefit their business or career. This workshop is available at a nominal amount and its duration is 21 hours.
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5. Statistics Course for Business Analytics A-Z™ (Udemy)
Another top-rated course available in Udemy, Statistics Course for Business Analytics is ideal for individuals who want to proceed with their career in Data Science. This course contains A-Z that is everything you need to know about Statistics and its functional areas that is needed for the profession of Data Scientist or Business Analyst in business organisations. This course will help you master topics such as distributions, the z-test, the Central Limit Theorem, hypothesis testing, confidence intervals, statistical significance and many more things that would make you an expert in the field.
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6. Statistics for Data Science and Business Analysis (Udemy)
The last course on our list by Udemy is another beginner-friendly course that is designed to help you understand the concepts and functions of Statistics involved in Data Science and Business Analysis. The course will focus on the fundamentals of statistics and will help you learn how to work with different types of data. You will also understand the concepts of Data Science and learn how to use Python and R as programming languages. This easy to understand course is ideal for individuals seeking career opportunities in the field of Data Science, Business Analysts, or who want to work as Business Intelligence Analysts.
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7. Probability and Statistics in Data Science using Python by UC San Diego- edX
Number 7 on our list is a highly rated course in edX offered by the world-famous and most prestigious university of the United States, the University of California, San Diego. This course is a part of MicroMaster’s program in Data Science and is an advanced level course for individuals seeking a position as Data Scientist. In this course, you will learn to use Python and the fundamentals of statistics and probability. You will also learn both the mathematical theory and will be able to experience the application of the theory to actual data using Jupyter notebooks, apart from these you will also gain expertise in the mathematical foundations for machine learning.
The course will take 19 weeks to complete and is free of cost, but you have to pay an amount of $350 to earn a certificate.
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8. Probability andStatistics I: A Gentle Introduction to Probability by GIT – edX
The last course on our list by edX is another introductory course that has 2 more continuation courses to help you expand your knowledge about Probability and Statistics as a whole. This course is provided by the most prestigious Georgia Institute of Technology and lays emphasis on basic concepts of probability and statistics. You will learn Bootcamp lessons, set theory and calculus.
The duration of the course is 3 weeks, and the course is free however, you need to make a payment of $200 to earn a professional certificate.
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