Fundamental AI Course For Beginners

AI (Artificial Intelligence) course is offered by Mangalore Institute of Fire and Safety Engineering. MIFSE maintains strong industry connections, facilitating placement opportunities for its graduates. Many alumni have successfully established rewarding careers in various sectors.

Curriculum:

• 1. Introduction to Artificial Intelligence
• Definition and historical context
• Types of AI: Narrow vs. General
• Real-world examples across industries
• Components of a computer & basics of OS
• 2. Problem Solving
• Algorithmic thinking
• Introduction to owcharts and pseudocode
• 3. Mathematics for AI
• Basic algebra
• Probability and statistics
• Vectors, matrices, and operations
• Applications in AI
• 4. Introduction to Machine Learning
• Definitions and key concepts
• Supervised vs. Unsupervised learning
• Overview of regression, classication, and clustering
• Decision trees and random forests
• 5. Practical Application - No-code AI Tools
• Introduction to No-code/Low-code Platforms
• Explore tools like Google Teachable
• Machine, IBM Watson Studio
• Hands-on projects with no coding
• 6. Introduction to Coding for AI
• Introduction to a Python
• Variables, loops, and conditionals
• 7. Hands-on AI Coding Projects
• Implementing simple machine learning algorithms
• Solving basic problems using code
• 8. Final Project
• Apply theoretical knowledge to a practical project
• Present ndings and demonstrate understanding
• 9. Assessment and Wrap-up