AI Basics for Beginners is designed to provide participants with a foundational understanding of artificial intelligence concepts and applications. This course employs a project-based, interactive teaching method that fosters hands-on learning and encourages participants to apply their knowledge in real-world scenarios. By engaging in practical exercises and collaborative projects, learners will gain the confidence to navigate the AI landscape and contribute effectively in their respective fields.
Throughout the course, participants will explore various aspects of AI, including its history, key technologies, and practical applications across different industries. The curriculum is structured to not only impart theoretical knowledge but also to facilitate the publication of results in Cademix Magazine, enabling learners to showcase their work and insights. By the end of the program, participants will have completed a final project that demonstrates their understanding of AI fundamentals and their ability to apply this knowledge in a practical context.
Introduction to Artificial Intelligence: Definitions and Scope
Historical Development of AI: Milestones and Innovations
Key AI Technologies: Machine Learning, Natural Language Processing, and Robotics
Data Fundamentals: Understanding Data Types and Structures
Introduction to Machine Learning: Algorithms and Applications
AI Tools and Frameworks: Overview of Popular Software and Platforms
Practical Applications of AI: Case Studies in Various Industries
Building a Simple AI Model: Step-by-Step Project
Data Visualization Techniques for AI Insights
Final Project: Developing an AI Solution for a Real-World Problem