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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.
Arizona State University
Welcome to Probability, Statistical Inference and Regression Analysis. This course is an introduction to statistical methods and thinking, focusing on modern applications. Some of the concepts will be familiar to those who have taken an elementary statistics course. However, some of the topics pres…
HEC Montréal
Devenez un scientifique des données UX! De l'analyse de données qualitatives à l'analyse du « Big Data », vous serez en mesure de dégager des « insights » des données afin de formuler des recommandations sur des bases empiriques.
Tecnológico de Monterrey
En este curso adquirirás los métodos estadísticos para la toma de decisiones en los negocios, así como herramientas tecnológicas para desarrollar habilidades cuantitativas. Áreas como el “big data” requieren un conocimiento muy claro de la estadística; en las áreas de negocios, la tecnología pone a…
John Wiley & Sons
In this course, you will gain a comprehensive understanding of data science and its key statistical methods. Data science plays a crucial role in making data-driven decisions in today's business, technology, and research environments. You will develop essential skills such as data exploration, coll…
Mass General Brigham University of Health Professions
This course builds on the concepts from Introduction to Statistical Concepts and Describing Data and Correlation and t-tests and focuses on methodology used when analyzing data collected from the same subjects over time or under multiple conditions. Topics include paired sample t-tests, repeated me…
Babson College
Discover the foundational concepts that support modern data science and learn to analyze various data types and quality to make smart business decisions.
Sage Publications
This practical guide helps you understand and apply statistical methods in research, from basic concepts like variables and tables to advanced techniques such as regression analysis and missing data handling. This resource provides a clear and practical introduction to statistical methods for resea…
Mass General Brigham University of Health Professions
In this course, you will begin learning about more advanced multivariate statistical methods that are regularly used in healthcare data analysis and practice applying them to healthcare data in the statistical programming software R. Some of the topics covered in this course include non-linear tren…
Mass General Brigham University of Health Professions
In this course, you will develop a working knowledge of linear relationship data in healthcare and practice using R statistical programming to analyze this data. This course covers the concepts of correlation and linear relationships, ordinary least squares (OLS) linear regression, diagnostic tests…
Sage Publications
Delve into probability, inferential statistics, and modern approaches to theory testing, gaining the skills to make data-driven decisions and critically evaluate research findings. This course covers probability theory, hypothesis testing, and the evolution of statistical thinking. Learners will de…
Università degli Studi di Napoli Federico II
Explore comparative analysis and itsimportance in the social sciences. You'll learn howto use comparative methods for constructive explanation and theory building and applyit to real-world politics.
International Supply Chain Education Alliance
Master quantitative, judgmental and causal models used to forecast seasonal, intermittent, and new product future demand. Choose the right forecasting method for all kinds of demand patterns and sales data. Learn how to deal with randomness and low forecastability; missing data, outliers, and overf…
Coursera
In this course, you'll elevate your analytical capabilities with advanced statistical methods and testing procedures. You'll learn to conduct hypothesis tests, design and analyze A/B tests, and automate analytical workflows. Working with real employee and medical data, you'll gain hands-on experien…
Università degli Studi di Napoli Federico II
Explora el análisis comparativo y su importancia en las ciencias sociales. Aprende a usar métodos comparativos para la explicación útil y la construcción teórica, y aplícalos a la política mundial real
Board Infinity
"This intermediate-level course takes you beyond AI theory into the practical world of Natural Language Processing (NLP) powered by Transformer architectures. You’ll trace the evolution of language models—from traditional statistical methods and recurrent networks to attention-based systems like BE…
John Wiley & Sons
Prepare for CompTIA DY0-001 Exam
O.P. Jindal Global University
Understand how the human mind processes information and how cognitive processes influence the way you think, learn, remember, communicate, and make decisions. This Cognitive Psychology course is designed for learners interested in psychology, neuroscience, education, human behavior, research, or re…
