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Learn to Program: Crafting Quality Code
In this course, we'll focus on writing quality code that runs correctly and efficiently. read more...
Learn to Program: The Fundamentals
This course introduces the fundamental building blocks of programming and teaches you how to write fun and useful programs using the Python language. read more...
Machine Learning In The Cloud With Azure
The history of data science, machine learning, and artificial Intelligence is long, but it’s only recently that technology companies - both start-ups and tech giants across the globe have begun to get excited about it… Why? Because now it works. read more...
Mathematics for Computer Science
Welcome to Introduction to Numerical Mathematics. This is designed to give you part of the mathematical foundations needed to work in computer science in any of its strands, from business to visual digital arts, music, games. read more...
Mathematics for Machine Learning: Linear Algebra
In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these to solve problems. read more...
Mathematics for Machine Learning: Multivariate Calculus
This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the "rise over run" formulation of a slope, before converting this to the formal definition of the gradient of a function. read more...
Mathematics for Machine Learning: PCA
This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. read more...
Motion Planning for Self-Driving Cars
Welcome to Motion Planning for Self-Driving Cars, the fourth course in University of Toronto's Self-Driving Cars Specialization. This course will introduce you to the main planning tasks in autonomous driving, including mission planning, behavior planning and local planning. read more...
Neural Networks and Deep Learning
If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. read more...
Parallel Programming
With every smartphone and computer now boasting multiple processors, the use of functional ideas to facilitate parallel programming is becoming increasingly widespread.g read more...
Preparing for the Google Cloud Associate Cloud Engineer Exam
This one-week on-demand course helps prospective candidates structure their preparation for the Associate Cloud Engineer exam. read more...
Programming Foundations with JavaScript, HTML and CSS
Learn foundational programming concepts (e.g, functions, for loops, conditional statements) and how to solve problems like a programmer read more...
