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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),...
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This online course teaches Python step by step for beginners. It includes more than 100 short video lessons, covering topics from the object and data structure basics to...
This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...
This online course explores probabilistic models, including random processes and the basic elements of statistical inference.
This online course is the first step of the Clinical Data Science Specialization. The course will teach learners how data is gathered, how data is formed, as well as basic SQL...
This online course program shows how to build real-time applications to process big data at scale. It includes modern data engineering tools, such as Apache Spark, Kafka, Spark...
This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.
This online course teaches how to use the R programming language for data science and machine learning and data visualization.
This series of online courses covers the fundamentals of surveys as used in market research, evaluation research, social science and political research, official government...
This online course explores the area of Data Science without any programming requirements.
This series of 6 individual MOOCs gives an introduction to Big Data for beginners (no prior experience required). With these online courses, participants will develop a robust...
This online course gives an introduction to linear algebra, which is used in applications such as statistics and data science.
This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...
This course teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language...
This series of online courses explores algorithmic techniques for solving problems arising in computer science applications. It includes a deeper understanding of algorithms by...
In this courses, students will learn what they need to know to begin assembling and leading a data science enterprise. It provides a crash course in data science to become...
This online course program gives an introduction to the mathematical foundations for Data Science. It includes key concepts in algebra, calculus, linear algebra, and numerical...
This online course gives an introduction to the most common open science practices. It aims to empower researchers to conduct, support, and disseminate research efficiently and...
This online course program gives an introduction to the field of Data Science. It teaches the applications and activities of Data Science, key methodologies and open source...
This online course explores the ethical considerations regarding the privacy and control of consumer information and big data.
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