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Programming Without and With AI

đź‘€Programming Without AI refers to traditional software development, where a computer program is designed to perform a specific set of tasks based on explicit rules coded by the programmer. Traditional  programming without AI relies on explicit rules and instructions written by humans. Every possible situation has to be anticipated in advance, and the program follows fixed logic to produce results.  In contrast, programming with AI allows systems to learn from data, adapt to new situations, and improve over time . The image below illustrates the fundamentals of AI, showing how it expands from general Artificial Intelligence into Machine Learning, Neural Networks, and Deep Learning , each adding more advanced capabilities. AI Layers Explained This layered structure highlights how modern AI has moved beyond simple rule-based systems into powerful learning models capable of tasks such as image recognition, natural language processing, and autonomous decision-making.  đź‘€ Bef...

.NET Ecosystem Overview - Roadmap

In this blog series we'll discuss about a roadmap to learn .NET framework. There are 10 stages in this roadmap below I have listed the stages which will guide you when learning this framework; Understanding What .NET Really Is The .NET Framework was introduced by Microsoft in 2002 to solve a common problem developers faced at the time: fragmented languages, inconsistent libraries, and unreliable tooling. Microsoft’s goal was to provide a single, consistent platform where developers could build desktop applications, web applications, and services using shared libraries and a unified runtime. As technology evolved, so did .NET. The original .NET Framework was limited to Windows and is now considered legacy. To meet modern needs such as cross-platform development and cloud computing, Microsoft introduced .NET Core, which later evolved into today’s unified .NET (versions 5, 6, and beyond). This modern .NET runs on Windows, Linux, macOS, containers, and even IoT devices. Today, large-sc...