This course in Machine Learning, Generative AI, and Agentic AI is designed for those who want to go beyond using tools and truly understand how intelligent systems are built. You will develop strong foundations in algorithms, models, and system design, learning to think from first principles rather than relying only on libraries and APIs.
By the end of the program, you’ll understand how machine learning models are developed, how large language models are trained and fine-tuned, and how intelligent systems are structured to reason, plan, and act. From core ML algorithms to building your own ChatGPT-style system and agent-based …
Welcome to the exciting world of Generative AI, a cutting-edge field that has revolutionized the way we think about machine learning. In recent years, Generative AI has emerged as a powerful tool for generating complex, realistic data that can be used in a wide range of applications, from image and speech recognition to language translation and music composition.
In this course, we will explore the fundamentals of Generative AI and its applications in various domains. We will cover the basic principles of generative models, including Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), and Autoregressive Models. We will also delve into …
Welcome to this project on Building a RAG Chatbot from Your Website Data using OpenAI and Langchain. In this project, we will build a RAG based end-to-end chatbot for our organization or personal use.
Skills Covered: