Practical AI and Machine Learning Programming in C#

Master the foundations of artificial intelligence, neural networks, and machine learning models by writing clean, modern C# code.

4.2 (271) ⏱ 1 oras 57 min 📚 5 aralin 🎧 Audio version

Tungkol sa kursong ito

As artificial intelligence reshapes the technology landscape, C# developers have a unique opportunity to build powerful AI and machine learning systems within their familiar ecosystem. This course bridges the gap between traditional software development and intelligent system design using the C# language. Through this comprehensive written guide, you will transition from a standard programmer to an AI-capable developer. You will read detailed explanations of core algorithms, understand the mathematics behind neural networks, and learn how to implement machine learning pipelines directly in your .NET applications without relying on external Python environments. What you'll learn: - Understand the foundational concepts of artificial intelligence, machine learning, and deep learning. - Build custom neural networks and maze-solving algorithms from scratch using modern C# syntax. - Apply the ML.NET framework to train classification, regression, and forecasting models. - Integrate generative AI capabilities and large language models using modern API patterns and orchestration libraries. - Configure data preprocessing pipelines to prepare raw datasets for model training in .NET. - Evaluate model performance using industry-standard metrics and refine your algorithms for better accuracy. The journey begins with essential AI terminology and core algorithmic logic, ensuring you have a strong theoretical base. You will then progress through step-by-step written implementations, moving from basic decision-making scripts to sophisticated machine learning pipelines and neural network architectures. This course is designed for beginner to intermediate C# developers who want to enter the world of AI and machine learning. No prior data science or AI background is required, though a basic understanding of C# syntax is recommended. Start reading today to unlock the potential of intelligent programming within the C# ecosystem.

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    1 oras 57 min ng practical content

Mga review (8)

أحمد بن عبدالله السالمي OM
★ 4 · 2026-04-06T23:59:56+00:00

Pretty good foundation. The explanations were generally clear, and the structure made sense. I'd say it's a worthwhile course.

Victor Okoye NG
★ 4 · 2026-01-29T17:16:56+00:00

It's a good course if you have some prior knowledge. For absolute beginners, some concepts might be a bit challenging. The structure is logical, though.

Sophia Koch AT Verified learner
★ 4 · 2026-01-28T04:00:56+00:00

Good overall. Some parts were a bit faster than I expected, but the examples were helpful. Generally a solid course.

Carlos Almeida BR Verified learner
★ 4 · 2025-12-01T21:25:56+00:00

Pretty good introduction. The examples were helpful, but I wish there was a bit more practice material. Solid value for the cost.

Myo Myint MM
★ 5 · 2025-11-10T21:29:56+00:00

Fantastic value here. The examples used were super helpful for understanding the core ideas. Definitely worth the time.

วิชัย เกษมสุข TH Verified learner
★ 4 · 2025-09-18T10:13:56+00:00

Thoroughly enjoyed this course. The way the information was presented was excellent, and the practical applications were highlighted effectively. Great job!

César Romero PA
★ 4 · 2025-03-22T23:28:56+00:00

It was a pretty good course overall. Some parts moved a little fast for me, but the examples were generally helpful. Worth the time investment.

Mordechai Pollak IL Verified learner
★ 4 · 2024-12-26T22:30:56+00:00

A good introduction. The structure was mostly clear, but I wish there were a few more real-world examples. Still, learned a lot.

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