The Certificate Program in Artificial Intelligence & Machine Learning Algorithms: From Theory to Real-World Applications provides a comprehensive understanding of fundamental and advanced algorithms used in AI and Machine Learning. The program covers classical AI, supervised and unsupervised learning, ensemble methods, neural networks, deep learning, computer vision, natural language processing, and Generative AI and Large Language Models (LLMs). It bridges theoretical concepts with real-world applications, enabling participants to understand algorithmic approaches, evaluate their suitability, and apply them to practical problems. Designed for students, researchers, academicians, and professionals, the program equips participants with the knowledge to understand and apply AI and ML algorithms across diverse real-world domains.

What you'll learn

Requirements