Unit II · Applications of AI

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1. AI in Retail

AI transforms retail by enabling dynamic pricing, personalized recommendations, and smart inventory management.

🛍️ Personalized Shopping AI recommends products based on customer habits.
📦 Smart Stocking AI predicts demand to optimize inventory.
💰 Dynamic Pricing AI adjusts prices in real-time based on demand.
🤖 Instant Help AI chatbots provide 24/7 customer support.
Case Study: Amazon Go
Amazon Go uses AI-powered computer vision for "Just Walk Out" shopping.
Simulation: Dynamic Pricing
50% $100
Base Price: $80
AI Price: $88
Demand:
50%

Demand is moderate. AI suggests competitive pricing.

2. AI in Finance

AI enhances financial security through real-time fraud detection, algorithmic trading, and automated compliance.

🔒 Fraud Detection AI monitors transactions for suspicious patterns.
📊 Credit Scoring ML models assess borrower creditworthiness.
📈 Algorithmic Trading AI executes high-speed trades.
🤖 Customer Service Chatbots provide 24/7 support.
Case Study: JPMorgan Chase – COiN
COiN reviews commercial loan agreements, processing thousands of documents in seconds.
Simulation: Fraud Detection
$5,000
ParameterValueRisk
Overall Risk: Low Risk
10%

Transaction appears normal. No fraud detected.

3. AI in Transportation

AI powers autonomous vehicles, optimizes routes, and enables predictive maintenance for safer, more efficient mobility.

🚗 Autonomous Vehicles AI uses computer vision and sensor fusion.
🚦 Smart Traffic AI predicts congestion and optimizes flow.
🗺️ Route Optimization AI finds the most efficient routes.
🔧 Predictive Maintenance AI monitors vehicle health.
Case Study: Waymo & Tesla
Waymo uses AI-powered autonomous driving with LiDAR, cameras, and radar. Tesla's Autopilot uses computer vision and neural networks for self-driving.
🤖 AI Grid Navigation & Path Planning

AI Grid Mode: Full grid overlay with BFS pathfinding.
Constraint: Vehicle must stay on the road (green area).
Click "GO" to start AI autonomous navigation!

⬆ Accel ⬇ Reverse ⬅ Left ➡ Right
⏹ Idle
Distance
0 km
Fuel
100%
Speed
0 km/h
Mode
Manual
Obstacles
0
Path Length
0
Status
🚀 Ready

Use joystick: ⬆ Accel, ⬇ Reverse, ⬅ Left, ➡ Right. AI Mode + GO for autonomous navigation.

4. AI in Healthcare

AI enhances medical diagnostics, drug discovery, personalized medicine, and administrative efficiency.

🩻 Medical Imaging AI analyzes X-rays, MRIs, and CT scans.
💊 Drug Discovery ML models predict drug effectiveness.
🧬 Personalized Medicine AI analyzes genetic data for tailored treatments.
📋 Admin Efficiency AI automates scheduling and records.
Case Study: Google Health – Retinal Disease Detection
Google Health's AI system detects diabetic retinopathy from retinal images, matching expert ophthalmologists.
Simulation: BMI & Health Risk
175 cm 70 kg
BMI
22.9
Category
Normal
Risk
Low
Risk:
15%

Maintain healthy lifestyle. Regular checkups recommended.

5. AI in Agriculture

AI enables precision farming, crop yield prediction, pest detection, and automated harvesting.

🌾 Yield Prediction AI predicts yields using climate data.
🐛 Pest Detection Computer vision detects diseases early.
💧 Precision Farming AI optimizes irrigation and fertilization.
🤖 Automated Harvesting AI-driven robots reduce costs.
Case Study: John Deere – See & Spray
See & Spray uses AI-powered computer vision to identify weeds and spray herbicide only on them, reducing usage by up to 80%.
🌱 Crop Growth Simulator

Click on the field to plant seeds. Adjust all factors to optimize growth!

60% 70% 80% 50%
Plants
0
Growth
0%
Yield
0 kg
Health
🌱
Status
🌾
Rainfall
60%
Soil
70%
Sunlight
80%
Fertilizer
50%

Click on the field to plant seeds! Adjust all sliders to optimize growth conditions.

6. AI in Education

AI enables personalized learning, automates administrative tasks, and provides data-driven insights to educators.

📚 Personalized Learning AI adapts curriculum to individual needs.
👩‍🏫 Augmenting Educators AI automates grading and tasks.
📊 Predictive Analytics AI identifies at-risk students.
♿ Accessibility AI makes learning inclusive.
Case Study: Khan Academy – Khanmigo
Khanmigo, an AI-powered tutor built on GPT-4, provides personalized tutoring through Socratic dialogue.
🤖 AI LLM Knowledge Graph

Write about AI LLMs below. The system will highlight matching models in the graph. Enter names like: ChatGPT, GPT-4, Gemini, Claude, Llama, BERT, etc.

0Found ✅
0Partial ⚡
0Missing ❌
0Total
0%Score
Knowledge:
0%

Write about AI LLMs and click "Analyze Knowledge" to see what you know!

Textbooks & Resources

AI for Everyone by Goswami, Das, Chakrabarti Search
Prompt Engineering for Beginners by Arora, Garg, Arora Search
PromptLab Visit
GenAI Prompt Forge Open
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Unit 2 Quiz · 5 Questions

Answer 5 random questions. Score ≥ 3 to proceed to Unit 3.
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