Artificial Intelligence Foundations

Course Description

Embark on a journey into the future of technology with our Artificial Intelligence Foundations course. This program is designed to provide you with a comprehensive understanding of the core concepts, technologies, and applications that define the field of AI today.

We go beyond the hype to teach you the fundamental principles of AI, including search algorithms, knowledge representation, and reasoning under uncertainty. You'll explore the various branches of AI, from traditional rule-based systems to modern machine learning and computer vision frameworks.

Our hands-on workshops allow you to experiment with AI tools and libraries, building simple agents that can solve logical puzzles, recognize patterns in images, and process natural language. We also dedicate significant time to discussing the ethics of AI and its impact on society, ensuring you become a responsible AI practitioner.

Whether you're a curious student or a professional looking to understand how AI is reshaping your industry, this course provides the essential knowledge and critical thinking skills required to navigate the AI-driven world.

What you’ll learn

• History & Evolution of Artificial Intelligence
• Intelligent Agents: Structure and Environments
• Search Algorithms: BFS, DFS, A* and Game Playing
• Logic & Knowledge Representation: Propositional & Predicate Logic
• Probabilistic Reasoning & Bayesian Networks
• Introduction to Machine Learning Paradigms
• Basics of Natural Language Processing (NLP)
• Computer Vision Foundations: Image Processing to Recognition
• AI Ethics, Bias, and Social Implications
• The Future of AI: Trends and Career Paths

By the end of this course, you will have a solid conceptual foundation in AI and be ready to pursue specialized studies in the field.