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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) 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 how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This online course gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...
This series of online courses gives an introduction to Data Analysis using the Python programming language.
Through this course, students learn how to go through the entire data analysis process.
This online course series gives a practical introduction to data mining using the Weka workbench.
This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.
This online course gives an introduction to data and their analysis and interpretation.
This online course explores programming in R and R Studio as well as key concepts of data analytics, data science, statistical analysis and GGPlot2.
This online course explores probabilistic models, including random processes and the basic elements of statistical inference.
This MOOC teaches about probability distribution models, including normal distribution, and continuous random variables to prepare participants for a career in information and...
This course gives an introduction to computer science and programming. Students will learn about: notions of computation, the Python programming language, some simple...
This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...
Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...
This online Java course provides with a strong understanding of basic Java programming elements and data abstraction using problem representation and the object-oriented...
This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...
This online course teaches more than 20 hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop.
This online course introduces learners to the science of business analytics with applications in a marketing context.
This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. Students will discuss the game of baseball, not through consensus or a fan's...
This short online course gives an overview of what data science is.
This online course gives an introduction to the science behind global warming. It covers the basic principles of atmospheric science, methods of climate data collection, basic...
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