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Learn Statistical Methods online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
MIT OpenCourseWare
This course develops logical, empirically based arguments using statistical techniques and analytic methods. Elementary statistics, probability, and other types of quantitative reasoning useful for description, estimation, comparison, and explanation are covered. Emphasis is on the use and limitati…
MIT OpenCourseWare
This course offers an introduction to the finite sample analysis of high- dimensional statistical methods. The goal is to present various proof techniques for state-of-the-art methods in regression, matrix estimation and principal component analysis (PCA) as well as optimality guarantees. The cours…
Johns Hopkins University
Master Statistical Methods for Data Analysis
Australian National University
This course readies you for a career as an actuary in finance, investments, banking or insurance.
IBM
This Statistics for Data Science course is designed to introduce you to the basic principles of statistical methods and procedures used for data analysis.
University of Colorado Boulder
This course equips learners with the theoretical knowledge and computational skills needed to implement modern Bayesian statistical methods in real-world settings. By completing the course, learners will be able to build and fit Bayesian models, apply computational algorithms for posterior inferenc…
MIT OpenCourseWare
This course is divided into two sections, Part I and Part II. Part I, found here, provides an introduction to statistical theory. Topics include normal distribution, limit theorems, Bayesian concepts, and testing, among others.
MIT OpenCourseWare
This course will provide a solid foundation in probability and statistics for economists and other social scientists. We will emphasize topics needed for further study of econometrics and provide basic preparation for 14.32 Econometrics. Topics include elements of probability theory, sampling theor…
American Psychological Association
This is primarily aimed at first- and second-year undergraduates interested in psychology, data analysis, and quantitative research methods along with high school students and professionals with similar interests. This course provides a comprehensive understanding of statistical methods for compari…
MIT OpenCourseWare
This course is a self-contained introduction to statistics with economic applications. Elements of probability theory, sampling theory, statistical estimation, regression analysis, and hypothesis testing. It uses elementary econometrics and other applications of statistical tools to economic data.…
IIT Kharagpur
Mathematics course by Prof. Somesh Kumar.
O.P. Jindal Global University
Build strong statistical and data analysis skills to turn complex datasets into clear, actionable insights. This course is designed for learners interested in data analysis, statistics, research, economics, public policy, business, and related fields who want to strengthen their quantitative decisi…
University of Canterbury
Learn why a statistical method works, how to implement it using R and when to apply it and where to look if the particular statistical method is not applicable in the specific situation.
Mass General Brigham University of Health Professions
In this course, you will develop a solid foundational understanding of the most common statistical methods used in health care data analysis. These common statistical methods include descriptive statistics, data distributions, sampling distribution, hypothesis tests, visualizing and summarizing dat…
Arizona State University
Statistical Methods Crucial in Today’s Environment
Tecnológico de Monterrey
In this course you will acquire statistical methods for decision making in business, as well as technological tools to develop quantitative skills. Areas such as " big data" require very clear knowledge of statistics and business, technology provides us various applications that require solid train…
The University of Queensland
This is a great course for anyone who wants to gain foundational and critical analysis and statistics skills with no prior background. In this course, we explore statistical methods for examining the relationships between variables. We also consider how data from the past can be used to make foreca…
Ball State University
Welcome to the Ball State University course “Statistical Methods for Data Science.” As the title suggests, this course provides fundamental concepts and methods for data-generating mechanisms such as probability models and inferential methods such as estimation and hypothesis testing. scientists. Y…
Mass General Brigham University of Health Professions
In this course, you will learn about some of the complex data analysis tools and techniques that you will need to derive actionable insights from healthcare data, as well as continue learning R statistical programming to effectively apply these tools and techniques. Some of the topics covered in th…
HEC Montréal
Become a UX data scientist! From qualitative data analysis to big data Web analytics, you will be able to leverage insights from data to make empirically-based recommendations.
