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Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.
In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...
This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
In this course, students will use Native JavaScript Promises to write asynchronous code that is easy to read, easy to write and easy to debug.
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.
This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...
This online course explores the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software. The...
This online course explores the Non-Equilibrium Green’s Function (NEGF) method widely used to describe quantum effects in nanoscale devices, along with its applications to...
This course is an introduction to key leadership theories and concepts needed to be an effective leader and manager. Participants will learn practical skills needed to build a...
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...
In this course, students will explore the core design of AngularJS, its components and code organization techniques. They will enhance the functionality of their web app by...
This online course teaches key features of the Kotlin programming language. The course shows how to convert a basic Android app in Java to Kotlin.
This online course teaches how to digitally reconstruct a single neuron to better study the biological mechanisms of brain function, behaviour and disease.
This online course teaches about medieval Jewish medical training and thought by exploring and interpreting medical manuscripts.
This online lecture discusses aspects of Decays in Quantum Field Theory.
This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...
This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...
This course will provide students with the tools and skills necessary to develop an iOS App from scratch. By the end of this first course they will be able to demonstrate...
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