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Delve into Pattern Matching algorithms from KMP to Rabin-Karp. Tackle essential algorithms that traverse the graph data structure like Dijkstra’s Shortest Path. Study algorithms that construct a Minimum Spanning Tree (MST) from a graph. Explore Dynamic Programming algorithms. Use the course visualization tool to understand the algorithms and their [...]

Learn how artificial intelligence can be an assistant not only to students, but also to teachers. Conversational AI tools like ChatGPT have taken the world by storm, and education is one of the biggest areas for potential impact. In this course, educators will learn about the enormous potential these [...]

Learn how chatbots can make ideal partners for students—as well as teachers—in instruction. Conversational AI tools like ChatGPT have taken the world by storm, and education is one of the biggest areas for potential impact. In this course, educators will learn about how to leverage these new technologies in [...]

Learn how to adjust your assessments to thrive—not just survive—in a world of pervasive conversational AI like ChatGPT. Conversational AI tools like ChatGPT have taken the world by storm, and education is one of the biggest areas for potential impact. In this course, teachers will learn how to adjust [...]

This course provides an introduction to basic statistical concepts. We begin by walking through a library of probability distributions – including the normal distribution, which in turn leads to the Central Limit Theorem. We then discuss elementary descriptive statistics and estimation methods.

This course covers two important methodologies in statistics – confidence intervals and hypothesis testing. Confidence intervals allow us to make probabilistic statements such as: “We are 95% sure that Candidate Smith’s popularity is 52% +/- 3%.” Hypothesis testing allows us to pose hypotheses and test their validity in a [...]