Advanced Search

This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.

This online course gives an introduction to cryptography. It explores cryptography from an information-theoretical perspective.

This online video lecture series gives an introduction to machine learning and pattern recognition.

In this course students will learn the basic principles and tools used to process images and videos, and how to apply them in solving practical problems of commercial and...

This online course teaches how to manage data with SQL, including mastering complex commands to manipulate and query data stored in relational databases. It includes topics such...

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...

This short online course gives an overview of open source tools for data science, such as Jupyter Notebooks, RStudio IDE, Apache Zeppelin and Data Science Experience.

This online course gives an introduction to Generative AI with Large Language Models (LLMs). It includes the key steps in a typical LLM-based generative AI lifecycle, from data...

This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

Through this course, students learn how to go through the entire data analysis process.

This online course teaches how to develop an algorithm, read code and understand how programming concepts relate to algorithms.

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 teaches how to build powerful interactive applications with this popular JavaScript library. React is an open source library developed by Facebook.

In this online course, participants will learn the fundamentals of creating data structures, and gain exposure to coding and visualising data structures. They will explore the...

This online course explores iOS development by learning about the OS and the development platform.

This course shows participants how to put the agile culture into practice across concept testing, usability testing, functional testing, and ongoing feature validation.

This 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.

This online course explores the Version Control Systems Git and GitHub. Topics include branching and repositories, forking, cloning, and merging workflows.

This course covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...

This online course aims to provide students with an understanding of the role computation can play in solving problems. It teaches how to solve problems with basic computer...