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This online course (MOOC) teaches the basics of statistics.It includes the following topics :Descriptive statistics, i.e. how to describe data: central tendency (mean, median),...
This online course program explores key mathematical and statistical concepts.Topics include:Differential calculus (including functions, graphs, derivatives)Integral calculus,...
This online course gives a first introduction to Data Science. It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...
This online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...
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In this first part of a two part course, students will walk through the basics of statistical thinking – starting with an interesting question. Then, they will learn the...
The purpose of this course is to help students develop a functional, satisfying, and useful life-long relationship with statistics. To achieve that goal, students will learn how...
This course discusses the computational approach in modern physics in a clear yet accessible way. Individual modules contain in-depth discussions of algorithms ranging from...
This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...
This online course program gives an introduction to essential statistical concepts, methods and techniques. It includes core statistical concepts and data analysis as well as...
This MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.
This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...
This online course gives an introduction to data and their analysis and interpretation.
This online course gives an introduction to inferential statistics. It teaches the basic concepts used to draw conclusions from data that might not be immediately obvious. The...
This Applied Biostatistics course provides an introduction to important topics in medical statistical concepts and reasoning. Each topic will be introduced with examples from...
This online course program explores concepts of statistical analysis and shows how to use Python to perform data analyses. The courses include data visualization, inferential...
This online course gives an introduction to statistics, i.e. objective and systematic methods for describing and interpreting information.It includes topics such as:Describing...
This online course gives an introduction to probability, as a way to understand data, randomness, and uncertainty. The course is designed for learners with some basic high...
This online course gives an introduction to statistics. Its goal is for learners to understand statistical thinking concepts that are essential for learning from data. The...
This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a...
This online course explores probabilistic models, including random processes and the basic elements of statistical inference.
This online course gives an introduction to the essential concepts, tools, and methods needed to compile macroeconomic data.
This course introduces techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.
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