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This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the...

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

In this course, students will see how evolutionary trees resolve quandaries from finding the origin of a deadly virus to locating the birthplace of modern humans. They will then...

This online course explores how to perform common genomics-based analysis tasks of bacterial sequence data. The course was designed for biologists, bacteriologists, and...

This online course teaches the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...

This online course gives an introduction to the basic concepts and principles of crytography.

This online course explains the basic principles of machine translation. It covers the main difficulties of translating natural languages and the principles of different machine...

This online course gives an overview of differential equations used in engineering, including how to solve first-order equations, how to solve second-order equations with...

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...

This course covers fundamental principles of design and how to effectively evaluate one`s work with users. Students will learn fundamental principles of visual design to...

This online course gives an introduction to Generative AI with Large Language Models (LLMs). It includes the key steps in a typical LLM-based generative AI lifecycle, from data...

This online course (MOOC) gives an introduction to Game Theory. The course covers the basic concepts, such as representing games and strategies, the extensive form (game trees),...

This online course helps to learn how to transition from exploratory analysis to explanatory analysis.

This course teaches core distributed computing concepts that underlie today’s and tomorrow’s cloud computing systems.

In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question more...

This course teaches how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their...

This course builds on the theory and foundations of marketing analytics and focuses on practical application by demystifying the use of data in marketing and helping students...

This course teaches how to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from...

This online course program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online course explains robust analysis techniques to predict and validate design performance and life of machines. It includes critical material properties in design, such...