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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 AutoLayout and how to use stack views and constraints to create pixel-perfect UIs.

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 online course teaches the theory and practice of concurrent programming in Erlang, through practical exercises and suggested projects.

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 program gives an introduction to applying Data Science to product management. It explores how to apply data science techniques, data engineering processes,...

This online course teaches the fundamentals and some of the advanced topics of the Java Persistence API (JPA) with Hibernatee.

This course lets students use their problem solving and Java programming skills by creating recommender systems. They will work with data on a topic such as books, movies or...

This course teaches about functional programming, and how it can be effectively combined with object-oriented programming. Students will gain practice in writing clean...

This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...

This MOOC discusses the integration and processing of large amounts of data. It explains processing patterns for big data.

This online course gives an introduction to the field of embedded systems design.

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 focuses on commonly encountered management issues with the adoption and implementation of cloud computing.

This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...

This online course program explores advanced topics in web development with Django. It is assumed that learners are familiar with Python and Django basics. The program covers...

This online course (MOOC) introduces AWS professionals to the core capabilities of Google Cloud Platform (GCP).

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

This online course program shows how to deploy, build, migrate, and monitor cloud-based applications on Microsoft Azure. It includes modules on Azure applications, Azure...

In this course, students will develop more advanced web application programming skills. They will learn how to control data read and write access using methods, publish and...