AI & Machine Learning Basics

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Introduction to AI concepts, simple ML models, and real-world applications.

Explore Artificial Intelligence in 30 Days

Discover the fascinating world of AI and Machine Learning! From voice assistants to self-driving cars, understand how AI works and build your own simple ML models.

30

Daily Classes

30 min

Per Session

AI/ML

Projects

Certificate

On Completion

30-Day AI & ML Curriculum

Week 1: AI Fundamentals & Concepts

Introduction to AI – What is AI? Examples in daily life
History of AI – Evolution from early AI to modern applications
AI in Movies & Games – Understanding AI through popular culture
Types of AI – Narrow AI vs General AI
Introduction to Machine Learning – What is ML and how it differs from AI
Data & Datasets – Importance of data in AI and ML
Data Preprocessing – Cleaning, organizing, and preparing data

Week 2: Machine Learning Basics & Python

Supervised Learning Basics – Understanding labeled data with examples
Unsupervised Learning Basics – Clustering and patterns in data
Reinforcement Learning Basics – Learning from rewards and feedback
Introduction to Python for AI – Basic Python concepts for beginners
Variables, Lists & Loops – Python basics for ML exercises
Simple ML Models – Linear regression explained with examples
Decision Trees – Understanding flow-based learning models

Week 3: Neural Networks & Real Applications

Introduction to Neural Networks – Basics of neurons and layers
AI in Voice Assistants – How AI understands speech
AI in Image Recognition – Basics of computer vision
AI in Games – How AI plays games like chess or tic-tac-toe
Introduction to Chatbots – How AI can chat like humans
AI in Healthcare – Real-life AI applications for medicine
AI in Smart Devices – Examples from phones and home devices

Week 4: Ethics, Projects & Future of AI

AI Ethics – Safety, fairness, and responsible AI usage
AI Bias – Understanding bias in AI and ML models
Simple Hands-on ML Project 1 – Predicting student grades
Simple Hands-on ML Project 2 – Predicting weather trends
AI in Self-driving Cars – Understanding autonomous vehicles
AI in Social Media – Recommendation systems and content suggestions
Future of AI – Emerging AI technologies and careers
Review & Q/A Session – Revisiting key concepts learned
Final Mini Project Demo – Students showcase a small AI/ML project

Ready to Explore the Future with AI?

Join our 30-day AI & Machine Learning program and understand how artificial intelligence is transforming our world. Build your own ML models and discover exciting career opportunities!

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