Applied AI in Industry
How ML and LLMs get deployed in healthcare, legal, retail, manufacturing, and education - domain constraints, compliance, and real production patterns.
5 Domains. Production-Ready AI.
Domain-specific constraints, compliance requirements, and real deployment patterns.
AI in Healthcare
Clinical NLP, medical imaging, diagnostic AI, drug discovery, and HIPAA-compliant deployment.
What you'll master
- Medical Imaging AI
- Clinical NLP and EHR Systems
- Diagnostic Decision Support
- Drug Discovery with ML
- Healthcare Data Privacy
- FDA Approval and AI Regulation
- Federated Learning in Healthcare
- Real-World Evidence and Causal Inference
8 lessons
Start for Free →
AI in Legal
Contract analysis, legal document review, case law retrieval, and compliance automation.
What you'll master
- Contract Analysis and Review
- Legal Document Classification
- Case Law Retrieval and RAG
- Compliance Automation
- Legal NLP Challenges
- AI Ethics in Legal Practice
- Due Diligence Automation
- Regulatory Technology (RegTech)
8 lessons
Start for Free →
AI in Retail
Recommendation engines, demand forecasting, visual search, dynamic pricing, and personalization.
What you'll master
- Recommendation Engines in Retail
- Demand Forecasting at Scale
- Computer Vision for Retail
- Dynamic Pricing Systems
- Customer Segmentation and LTV
- Search and Discovery
- Fraud Detection in E-commerce
- Supply Chain Optimization
8 lessons
Start for Free →
AI in Manufacturing
Predictive maintenance, quality control vision, digital twins, and industrial AI deployment.
What you'll master
- Predictive Maintenance
- Computer Vision for Quality Control
- Digital Twins and Simulation
- Supply Chain AI
- Process Optimization with RL
- Anomaly Detection in Sensor Data
- Industrial IoT and Edge AI
- Safety-Critical AI Systems
8 lessons
Start for Free →
AI in EdTech
Adaptive learning, AI tutors, automated grading, knowledge tracing, and personalized education.
What you'll master
- Adaptive Learning Systems
- AI Tutors and Conversational Learning
- Automated Essay Grading
- Knowledge Tracing Models
- Content Generation for Education
- Plagiarism and Integrity Detection
- Learning Analytics
- Personalization at Scale
8 lessons
Start for Free →
Build AI that works in the real world.
Domain-specific constraints and compliance are where most ML teams fail. Learn what actually ships.
Start Learning Free →