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This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

This online course explores the fundamentals of Artificial Intelligence (AI). Participants will design intelligent agents to solve real-world problems, including search, games,...

This online course explores concepts of advanced linear algebra for computing.

This online course teaches key features of the Kotlin programming language. The course shows how to convert a basic Android app in Java to Kotlin.

This online lecture gives an introduction to quantum optics.

This course is an introduction to key leadership theories and concepts needed to be an effective leader and manager. Participants will learn practical skills needed to build a...

This online course explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).

This online course teaches the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.

This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.

In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...

This online video lecture series discusses advanced topics related to algorithms in computer science.

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.

This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

This online course explores the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software. The...