Foundation of AI, ML, NN and GenAI + Capstone Project

Artificial Intelligence is no longer optional—it is becoming a core skill across industries. However, most learners struggle because AI courses are either too mathematical, too abstract, or jump straight into tools without building strong fundamentals.

This course solves that problem.

Foundation of AI, ML, NN & GenAI + Capstone Project is a carefully structured beginner-to-intermediate course that helps you understand how AI systems actually work, from classical Machine Learning to modern Generative AI and Large Language Models.

You’ll start by learning what AI truly is, how AI systems differ from traditional software, and where AI is used in real-world scenarios. From there, you’ll build a solid foundation in Machine Learning—understanding algorithms, models, training workflows, evaluation methods, and career paths.

Next, you’ll move into Artificial Neural Networks and Deep Learning, creating the bridge to Generative AI. You’ll then explore GenAI concepts, understand different GenAI models, and learn how technologies like Autoencoders, GANs, Diffusion Models, and Transformers power today’s AI applications.

The course also covers LLMs, fine-tuning, AI agents, major AI labs, and ethical AI principles, giving you industry-relevant awareness that most beginner courses miss.

This course focuses on clarity, structure, and real-world understanding, not just buzzwords. Whether you want to enter AI, upgrade your skills, or confidently talk about GenAI in professional settings—this course gives you the foundation you need.