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This course offers a mechanistic description of mammalian brain function at the level of individual nerve cells and their synaptic interactions.

This course will introduce the learner to text mining and text manipulation basics.

This online course explores the topic of causation vs. correlation. The course teaches how causal effects are defined, what assumptions about data and models are necessary, and...

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 online course gives an introduction to cryptography. It explores cryptography from an information-theoretical perspective.

This is an advanced course for Chinese for beginners. Learners will expand vocabularies about personal information, daily life, food and drink, healthy, and expressions about...

This course, part 2 of a 2-course sequence, examines the history of rock, primarily as it unfolded in the United States, from the early 1970s to the early 1990s.

This online course will help to learn the fundamental techniques for making personalized recommendations through nearest-neighbor techniques.

This online course gives an introduction to tools used in biological research. It teaches how to analyze data using computational methods.

This online course explores the various ways we hear and perceive sound and how to improve technology and products for better communication. It will cover all aspects of...

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 course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific...

This online course aims to provide a comprehensive overview of debt sustainability analysis (DSA) and a medium-term debt management strategy framework adopted by the IMF and the...

This online course gives an introduction to the field of photovoltaic system technology. It includes topics such as solar cell and module technologies, photovoltaic system...

This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...

In this course, students will compare DNA from an individual against a reference human genome to find potentially disease-causing mutations. They will also learn how to identify...

In this course, students will discover how all of the major components of web applications work and best practices in developing secure, data-driven web applications.

This online course teaches the toolkit for mastering challenges in computational psychiatry. It covers a variety of mathematical models for studying learning, decision-making or...

This online course teaches how to use social media and word of mouth to spread your message and grow your business.

Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical...