Unit II Β· Applications of AI

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1. AI in Retail

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

πŸ›οΈ Personalized Shopping AI recommends products based on customer habits.
πŸ“¦ Smart Stocking AI predicts demand to optimize inventory.
πŸ’° Dynamic Pricing AI adjusts prices in real-time based on demand.
πŸ€– 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.

πŸ”’ Fraud Detection AI monitors transactions for suspicious patterns.
πŸ“Š Credit Scoring ML models assess borrower creditworthiness.
πŸ“ˆ Algorithmic Trading AI executes high-speed trades.
πŸ€– 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.

πŸš— Autonomous Vehicles AI uses computer vision and sensor fusion.
🚦 Smart Traffic AI predicts congestion and optimizes flow.
πŸ—ΊοΈ Route Optimization AI finds the most efficient routes.
πŸ”§ 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.
πŸ€– 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 β¬… Left ➑ Right
⏹ Idle
Distance
0 km
Fuel
100%
Speed
0 km/h
Mode
Manual
Obstacles
0
Path Length
0
Status
πŸš€ Ready

Use joystick: ⬆ Accel, ⬇ Reverse, β¬… Left, ➑ 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.
πŸ’Š Drug Discovery ML models predict drug effectiveness.
🧬 Personalized Medicine AI analyzes genetic data for tailored treatments.
πŸ“‹ 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.
πŸ› Pest Detection Computer vision detects diseases early.
πŸ’§ Precision Farming AI optimizes irrigation and fertilization.
πŸ€– 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.

πŸ“š Personalized Learning AI adapts curriculum to individual needs.
πŸ‘©β€πŸ« Augmenting Educators AI automates grading and tasks.
πŸ“Š Predictive Analytics AI identifies at-risk students.
β™Ώ 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.
πŸ€– 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 βœ…
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 Β· 5 Questions

Answer 5 random questions. Score β‰₯ 3 to proceed to Unit 3.
Question 1 of 5 Score: 0 / 0
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