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This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...

This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...

Through this course students will understand the rationale behind the current design and implementation decisions in modern OS’s (like Linux) by considering the historic...

This online course teaches AutoLayout and how to use stack views and constraints to create pixel-perfect UIs.

This online course gives an introduction to C++ for programmers who are already familiar with another programming language. It includes an overview of the program structure and...

After this course, students should be able to apply Swift essentials to building iOS apps and employ Swift’s more unique elements, like optional types and switch statements,...

This course introduces techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...

This online course gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

This course teaches its students about basic concepts in theoretical computer science – such as NP-completeness – and what they imply for solving tough algorithmic problems.

First of all, students of this course must understand that the world is trending in real time! Through the course, they will learn from Twitter to scalably process tweets, or...

This online course teaches the fundamentals of data visualization and practices communicating with data.

This online course gives an introduction to the Structured Query Language (SQL) to work with data stored in databases.

This online course offers a quick practical introduction to Swift basics, including types, variables, constants, and functions.

In this course, students will learn the fundamentals of responsive web design with Google’s Pete LePage! Participants will create their own responsive web page that works well...

This online course gives an introduction to generative adversarial networks (GANs). It teaches how to build and train different GANs architectures to generate new images using...

In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

Students will learn about fundamental principles of inheritance, gene expression, mutation and variation, development of simple and complex biological traits, human ancestry and...