Advanced Search

This course is for novice programmers or business people who'd like to understand the core tools used to wrangle and analyze big data. It will give hands-on examples with Hadoop...

Focusing on the basics of machine learning and embedded systems, such as smartphones, this online course will introduce learners to the “language” of TinyML.

This two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...

This online course program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online course shows how to work with big data and build machine learning models at scale using Spark.

This online course teaches intermediate techniques to transform table data in SQL.

This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...

This online course teaches the basic concepts and technologies of interaction in a VR world for VR developers.

This online course series gives an introduction to blockchain technology. It explains basic concepts, shows how to implement smart contracts, and teaches to program on the...

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 explores data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search,...

This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

This online course explores the embedded system stack with a focus on processor architectures, instruction sets and the associated advanced compiler optimizations.

In this course, participants will see how the data parallel paradigm can be extended to the distributed case, using Spark throughout. The course will cover Spark's programming...

In this computer science course, students will learn how to think about algorithms and create them using sorting techniques such as quick sort and merge sort, and searching...

This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

This online course program covers the skills to protect an organization’s computer networks and systems. It includes topics such as fundamentals of defence, analyzing threats,...

In this course students will learn how VoIP systems like Skype work and implement their own app for voice calls and text messages. They will start by using the Session...

In this cours, students will learn how to make asynchronous requests with JavaScript (using jQuery’s AJAX functionality). They will also learn how to use data APIs so they can...