AI Fundamentals
Beginner Level
A comprehensive introduction to artificial intelligence and machine learning concepts
8 weeks
Beginner
Course Overview
- •Understanding AI fundamentals and key terminology
- •Introduction to machine learning algorithms
- •Data preparation and feature engineering
- •Basic neural networks and deep learning concepts
- •Practical applications of AI in business
- •Ethical considerations in AI development
Course Modules
Introduction to Artificial Intelligence
1 weekTopics Covered
- What is AI?
- History of artificial intelligence
- Types of AI: narrow vs. general AI
- AI capabilities and limitations
- Current state of AI technology
Assignments
- AI concept mapping exercise
- Short essay on AI applications
Instructor
Dr. Neetu Sharma
Co-founder
Ph.D in Computer Science with extensive expertise in AI and machine learning education. Specializes in making complex AI concepts accessible to beginners.
Prerequisites
- Basic understanding of mathematics (algebra, probability)
- Some programming experience is helpful but not required
- Familiarity with data concepts
- No prior AI knowledge necessary
What You'll Learn
- Understand core AI and ML concepts and terminology
- Identify appropriate ML algorithms for different problems
- Prepare and process data for machine learning
- Build and evaluate simple machine learning models
- Recognize ethical considerations in AI development
- Apply AI concepts to real-world business problems
Certification
AI Fundamentals Certification
Upon successful completion of the course and all assignments, participants will receive a verified certificate of completion.
Complete all module assignments and the final project with a score of 70% or higher.
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