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This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application.

This online course gives an introduction to deep learning in the context of enterprises. It includes various industry applications and examples with the TensorFlow framework.

This course teaches web developers to work with images on the modern web, so that their images look better and load quickly on any device.

This course will show exciting examples of collaborative, interactive web applications that use various types of media including sound, images and big data.

This two-part course introduces the basic mathematical and programming principles that underlie much of Computer Science. Students will refine their programming skills as well...

This online course is for experienced C programmers who want to program in C++. The examples and exercises require a basic understanding of algorithms and object-oriented software.

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 investigates the basic concepts behind programming languages, with an emphasis on the techniques and benefits of functional programming. It covers the programming...

In this course, students will explore how to wrangle data from diverse sources and shape it to enable data-driven applications.

This online course series gives an introduction to deep reinforcement learning, including value-based methods, policy-based methods, and multi-agent reinforcement learning. Some...

This online course program shows how to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets.

This course teaches how to make iOS apps so that they can securely interact with web services and receive push notifications. Students will learn how to store data securely on a...

This online course gives an introduction to the fundamentals of Artificial Intelligence. It includes various topics in the field along with a discussion of foundational concepts...

This online course shows how to build deep learning agents with neural networks.

This online course explores how to create a mobile application, including research, design, usability, implementation and field evaluation.

This online course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket,...

This is the continuation of Approximation algorithms, Part 1. Here participants will learn linear programming duality applied to the design of some approximation algorithms, and...

This online course teaches web development with the Spring Framework.

This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more...

This online course teaches Tableau 10 in data science by solving real-life analytics problems at an expert level.