Teaching Assistant - Artificial Intelligence Fundamentals & Applications
Undergraduate course, Shahid Rajaee Teacher Training University, Computer Engineering Department, 2021
Served as Teaching Assistant for Artificial Intelligence Fundamentals & Applications under Dr. Kianian.
Responsibilities
- Supported coursework on AI fundamentals including search algorithms and machine learning basics
- Assisted with practical AI projects and programming assignments
- Conducted tutorial sessions on AI algorithms and implementations
- Graded assignments, projects, and exams
- Mentored students on AI research and project development
Topics Covered
- Search algorithms (BFS, DFS, A*, heuristic search)
- Machine learning fundamentals (supervised and unsupervised learning)
- Neural networks and deep learning basics
- Natural language processing introduction
- Computer vision applications
- Reinforcement learning concepts
Projects Supervised
- Image classification using CNNs
- Natural language processing with RNNs
- Game-playing agents using reinforcement learning
- Search algorithm implementations for problem-solving
Skills Developed
- Teaching complex AI concepts to undergraduate students
- Project mentoring and technical guidance
- AI programming in Python with popular frameworks
- Evaluation and feedback on student research projects
