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This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...
Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...
This online course explores how to manage globally distributed teams with the Upwork freelance platform.
This online course gives an introduction to large language models and shows how they can be utilized and how to use prompt tuning to enhance LLM performance.
In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.
In this course, students will build a series of simple apps to become more comfortable with the UIKit framework. This framework constitutes the building blocks of the user...
This course provides informations about the basic principles of 3D computer graphics: meshes, transforms, cameras, materials, lighting, and animation.
This online course gives an introduction to security issues relating to cyber-physical systems and the internet of things.
This online course gives an introduction to Python programming. It also includes two Python libraries — Numpy, a scientific computing package, and Pandas, a data manipulation...
This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...
This online course gives an introduction to compilers (automatic translators for higher level programming languages).
This course teaches how to utilize Swift as a server-side language for building end-to-end applications.
In this online course, participants will learn how to organize their code, and why that’s important. They will be using the MVC Design Pattern in the web application...
By the end of this class students will understand key concepts needed to devise new algorithms for graphs and other important data structures and to evaluate the efficiency of...
This online course gives an introduction to generative adversarial networks (GANs). It teaches how to build and train different GANs architectures to generate new images using...
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