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This online course will help to learn the fundamental techniques for making personalized recommendations through nearest-neighbor techniques.
This course teaches how to take scattered data and organize it into groups for use in many applications, such as market analysis and biomedical data analysis, or as a...
This course covers topics like multiple sequence alignments, phylogenetics, gene expression data analysis, and protein interaction networks. It covers motif searching,...
This course guides students to distill and improve the foundational aspects of their game so that they may express their ideas in a clear and productive way.
Fluid-Solid Interactions happen when the motion of solids and fluids are coupled. The aim of the course is to give students the basic tools to be able to understand, predict and...
This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...
This course lets students use their problem solving and Java programming skills by creating recommender systems. They will work with data on a topic such as books, movies or...
This two-part course introduces the basic mathematical and programming principles that underlie much of Computer Science. Students will refine their programming skills as well...
This course will introduce the learner to network modelling through the networkx toolset. Used to model knowledge graphs and physical and virtual networks, the lens will be...
In this course students will learn how to communicate business-relevant implications of data analyses. They will learn how to structure data analysis projects and how to...
This online course gives an overview of smart contracts as a key element of blockchain technology.
This online course explores various techniques and technologies to image, process and analyse data related to the human body and its biological processes. It includes topics...
This course is an introduction to the discipline of statistics as a science of understanding and analyzing data. Students will learn how to effectively make use of data in the...
Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical...
This course is designed to train students in the mathematical concepts and process of "Algorithmic Thinking", allowing them to build simpler, more efficient solutions to...
This online course gives an introduction to modern quantum optics. Participants should have a good knowledge in basic quantum mechanics and classical electromagnetism.
This course covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...
This course introduces the symbolic method to derive functional relations among ordinary, exponential, and multivariate generating functions, and methods in complex analysis for...
This online course explores the principles of electromagnetism and also introduces some mathematical tools which can be used to solve problems in the subject.
This online course gives an introduction to Time Series Analysis. The course explores mathematical models as well as graphical representations.
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