| Attribute | Detail |
|---|---|
| Format | Online (e-LMS) |
| Level | Advanced |
| Duration | 3 Weeks |
| Certification | e-Certification + e-Marksheet |
| Fee | ₹59 |
| Tools | AI for Energy Management AI for Environmental Monitoring AI for Infrastructure Maintenance AI for Smart City Projects AI for Traffic Management AI for Urban Planning Predictive Analytics Intelligent Automation Python TensorFlow PyTorch |
About the AI in Smart Cities and Infrastructure Course
AI in Smart Cities and Infrastructure dives deep into Ai In Smart Cities And Infrastructure. Gain comprehensive expertise through our structured curriculum and hands-on approach.
Program Highlights
• Mentorship by industry experts and NSTC faculty.
• Hands-on projects using AI for Energy Management, AI for Environmental Monitoring, AI for Infrastructure Maintenance.
• Case studies on emerging artificial intelligence innovations and trends.
• e-Certification + e-Marksheet upon successful completion.
Course Curriculum
AI Fundamentals, Mathematics, and Ai In Smart Cities And Infrastructure Foundations
- Implement AI for Energy Management with AI for Environmental Monitoring for practical ai fundamentals, mathematics, and ai in smart cities and infrastructure foundations applications and outcomes.
- Design AI for Infrastructure Maintenance with AI for Smart City Projects for practical ai fundamentals, mathematics, and ai in smart cities and infrastructure foundations applications and outcomes.
- Analyze AI for Traffic Management with AI for Urban Planning for practical ai fundamentals, mathematics, and ai in smart cities and infrastructure foundations applications and outcomes.
Data Engineering, Preprocessing, and Feature Pipelines
- Implement AI for Energy Management with AI for Environmental Monitoring for practical data engineering, preprocessing, and feature pipelines applications and outcomes.
- Design AI for Infrastructure Maintenance with AI for Smart City Projects for practical data engineering, preprocessing, and feature pipelines applications and outcomes.
- Analyze AI for Traffic Management with AI for Urban Planning for practical data engineering, preprocessing, and feature pipelines applications and outcomes.
Model Architecture, Algorithm Design, and Ai In Smart Cities And Infrastructure Methods
- Implement AI for Energy Management with AI for Environmental Monitoring for practical model architecture, algorithm design, and ai in smart cities and infrastructure methods applications and outcomes.
- Design AI for Infrastructure Maintenance with AI for Smart City Projects for practical model architecture, algorithm design, and ai in smart cities and infrastructure methods applications and outcomes.
- Analyze AI for Traffic Management with AI for Urban Planning for practical model architecture, algorithm design, and ai in smart cities and infrastructure methods applications and outcomes.
Training, Hyperparameter Optimization, and Evaluation
- Implement AI for Energy Management with AI for Environmental Monitoring for practical training, hyperparameter optimization, and evaluation applications and outcomes.
- Design AI for Infrastructure Maintenance with AI for Smart City Projects for practical training, hyperparameter optimization, and evaluation applications and outcomes.
- Analyze AI for Traffic Management with AI for Urban Planning for practical training, hyperparameter optimization, and evaluation applications and outcomes.
Deployment, MLOps, and Production Workflows
- Implement AI for Energy Management with AI for Environmental Monitoring for practical deployment, mlops, and production workflows applications and outcomes.
- Design AI for Infrastructure Maintenance with AI for Smart City Projects for practical deployment, mlops, and production workflows applications and outcomes.
- Analyze AI for Traffic Management with AI for Urban Planning for practical deployment, mlops, and production workflows applications and outcomes.
Ethics, Bias Mitigation, and Responsible AI Practices
- Implement AI for Energy Management with AI for Environmental Monitoring for practical ethics, bias mitigation, and responsible ai practices applications and outcomes.
- Design AI for Infrastructure Maintenance with AI for Smart City Projects for practical ethics, bias mitigation, and responsible ai practices applications and outcomes.
- Analyze AI for Traffic Management with AI for Urban Planning for practical ethics, bias mitigation, and responsible ai practices applications and outcomes.
Industry Integration, Business Applications, and Case Studies
- Implement AI for Energy Management with AI for Environmental Monitoring for practical industry integration, business applications, and case studies applications and outcomes.
- Design AI for Infrastructure Maintenance with AI for Smart City Projects for practical industry integration, business applications, and case studies applications and outcomes.
- Analyze AI for Traffic Management with AI for Urban Planning for practical industry integration, business applications, and case studies applications and outcomes.
Advanced Research, Emerging Trends, and Ai In Smart Cities And Infrastructure Innovations
- Implement AI for Energy Management with AI for Environmental Monitoring for practical advanced research, emerging trends, and ai in smart cities and infrastructure innovations applications and outcomes.
- Design AI for Infrastructure Maintenance with AI for Smart City Projects for practical advanced research, emerging trends, and ai in smart cities and infrastructure innovations applications and outcomes.
- Analyze AI for Traffic Management with AI for Urban Planning for practical advanced research, emerging trends, and ai in smart cities and infrastructure innovations applications and outcomes.
Capstone: End-to-End Ai In Smart Cities And Infrastructure AI Solution
- Implement AI for Energy Management with AI for Environmental Monitoring for practical capstone: end-to-end ai in smart cities and infrastructure ai solution applications and outcomes.
- Design AI for Infrastructure Maintenance with AI for Smart City Projects for practical capstone: end-to-end ai in smart cities and infrastructure ai solution applications and outcomes.
- Analyze AI for Traffic Management with AI for Urban Planning for practical capstone: end-to-end ai in smart cities and infrastructure ai solution applications and outcomes.
Tools, Techniques, or Platforms Covered
AI for Energy Management AI for Environmental Monitoring AI for Infrastructure Maintenance AI for Smart City Projects AI for Traffic Management AI for Urban Planning Predictive Analytics Intelligent Automation Python TensorFlow PyTorch
Who Should Attend & Prerequisites
- Designed for Professionals.
- Designed for Students.
- Foundational knowledge of artificial intelligence and familiarity with core concepts recommended.
Certification
