Generative AI models, like large language models, often exceed the capabilities of consumer-grade hardware and are expensive to run. Compressing models through methods such as quantization makes them more efficient, faster, and accessible. This allows them to run on a wide variety of devices, including smartphones, personal computers, and edge devices, and minimizes performance … [Read more...] about Quantization Fundamentals with Hugging Face
Software Development
Deployment and DevOps
This course covers deployment and DevOps practices, focusing on Azure Cloud Services, CI/CD principles, and application monitoring. You'll learn to manage and scale applications, automate deployments, and create CI/CD pipelines using Microsoft Copilot for streamlined and secure operations. By the end of the course, you will be able to… Describe the features and benefits of … [Read more...] about Deployment and DevOps
Skeletal Meshes and Animation
Unlock the secrets of dynamic character creation with our comprehensive course on skeletal meshes and animation in Unreal Engine 5. You'll start by mastering the fundamentals of skeletal animation, learning how to craft lifelike character movements, and exploring essential tools like animation editors and skeletons. As the journey progresses, you'll delve into techniques such … [Read more...] about Skeletal Meshes and Animation
Open Source Programming – Bachelor’s
Contemporary open-source programming languages and frameworks are presented in this course. Students will consider design and development topics in system, graphical user interface, network, and web programming. Dynamic scripting languages are covered using object-oriented, concurrent, and functional programming paradigms. Concepts gained throughout the course are reinforced … [Read more...] about Open Source Programming – Bachelor’s
Introduction to GitHub Actions
GitHub Actions allows you to automate your software development workflows and seamlessly integrate with GitHub. This 2-hour long project will guide you through the fundamentals of GitHub Actions, helping you leverage its automation capabilities for your projects. We’ll start by overviewing the core components of Actions including workflow files, jobs, steps, and runners. You’ll … [Read more...] about Introduction to GitHub Actions
