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This online course program explores the fundamentals of Data Science for beginners.The video courses Explain the basics of Data ScienceIntroduce the key toolsLook at the...
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 explores various aspects of Chinese history.
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 online course program provides an introduction to topics in single and multivariable calculus, and focuses on using calculus to address questions in the natural and social...
This online course focuses on writing good code for data science. This course covers the primary means by which R software is organized and distributed.
This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...
This online course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting.
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 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 gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.
This online course explores advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include...
This online course series teaches the critical skills needed to become a data scientist. It includes the mathematical and computational tools that form the basis of data science...
This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.
This short online course gives an overview of open source tools for data science, such as Jupyter Notebooks, RStudio IDE, Apache Zeppelin and Data Science Experience.
This course discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...
This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.
This MOOC includes basic Excel functions as well as topics like using pivot tables, charts and graphs.
This course teaches the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...
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