AI Engineering Curriculum open-sources 416 lessons from #AIengineering #opensource #machinelearning

Rohit Kumar released a comprehensive AI engineering curriculum featuring 416 lessons across 20 phases designed to teach the fundamentals behind AI models. The program covers everything from linear algebra and backpropagation to tokenizers and attention mechanisms, gradually advancing to building autonomous agent swarms using Python, TypeScript, Rust, and Julia.

This curriculum addresses the gap between AI app deployment and deep understanding by guiding learners through mathematical derivations, coding exercises, and testing for each topic. By mastering the underlying principles before using frameworks like PyTorch, developers gain a thorough grasp of how AI models function internally.

With a focus on hands-on learning and clear progression, this resource aims to empower the next generation of AI engineers to build, explain, and innovate confidently rather than rely on black-box tools.

#RohitKumar #AIEngineering #AIeducation #MachineLearning #DeepLearning #AttentionMechanism #Backpropagation #AutonomousAgents #PythonProgramming #RustLang #JuliaLang #TypeScript #AIfromScratch #AIlearning #PyTorch

Видео AI Engineering Curriculum open-sources 416 lessons from #AIengineering #opensource #machinelearning канала Noah