Advanced Search

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

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 will guide participants through how a client communicates with a server, including details of HTTP/1 vs. HTTP/2.

This online course teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...

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

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

This online course series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

This series of online courses gives an introduction to Music Information Retrieval (MIR). It includes topics such as extracting information from music signals, music data mining...

This online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.

Students will learn how to perfect their skills in Italian (speaking, listening, reading and writing), and by the end of this course they will be able to express opinions and...

This course covers intermediate topics in software development. It teaches object-oriented programming principles that will allow students to use Java to its full potential, and...