@romankyrkalo
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Nov 3, 2025 · 10 min read · Introduction It's been a long time since I earned my Master's degree in Computer Science, specializing in Artificial Intelligence. Back then, building neural networks meant manually implementing gradient calculations in C++ and C#. After years away f...
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Mar 29, 2024 · 6 min read · Introduction In our previous article, we delved into JavaScript and HTML without relying on any frameworks. We constructed a basic MVC architecture to facilitate page navigation, aiming to create a Single Page Application (SPA) adhering to MVC princi...
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Jan 2, 2024 · 6 min read · Introduction Recently, I was tasked with updating a small project, focusing solely on the frontend. The unique requirement? No frameworks allowed. Initially surprised, I saw it as an intriguing challenge. The first observation was the prevalence of c...
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Dec 28, 2023 · 4 min read · Introduction Forward propagation is a pivotal aspect of AI, encompassing the process through which data traverses various layers to produce an output. Despite its apparent simplicity, this is a fundamentally intricate procedure. At its core, forward ...
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Sep 18, 2023 · 5 min read · What are C# generics? Generics in C# are a powerful feature that enables you to create flexible and reusable code. They allow you to customize methods, classes, structures, or interfaces to work with various data types by using placeholders known as ...
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