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In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

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

In this course, students will use computers to creatively design web pages using HTML and CSS. They will then use Javascript to develop programs and algorithms--ways to get the...

This online course gives an introduction to programming in C. Learners will be able to immediately start coding in C with the help of powerful yet simple coding tools right...

This online course teaches about how big data is driving organisational change and the key challenges organizations face when trying to analyse massive data sets.

This online course series gives an introduction to UX Research and UX Design. It teaches how to understand user needs, rapidly generate prototypes, and evaluate design concepts....

This class presents fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples. Students having taken this class should be able...

This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...

This online course teaches how to use VI and VIM for development, including advanced VI features, writing programs for the command line and developing for Linux and Unix systems.

This series of online courses is designed to prepare learners for an entry-level role in IT support. It includes introductory courses in topics such as technical support,...

This course presents the fundamental probability and statistical concepts used in elementary data analysis.

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 explains how to create a chatbot. It includes the theory of natural language processing and deep learning. The course is designed for beginners with basic...

This online course program teaches the key concepts of React Native, an open-source mobile application framework used to develop apps for Android, Apple, and Windows platforms....

This online course program teaches the key concepts of Django, a Python-based, free and open-source web framework that follows the model-template-views architectural pattern and...

This online course program teaches the key concepts of Microsoft Teams for administrators. The program includes several individual short video courses, for beginners as well as...

This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well....

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

This online course series gives a practical introduction to data mining using the Weka workbench.