Major: Artificial Intelligence Operator (Yapay Zeka Operatörlüğü)
Program Overview
A practical, career-focused program designed to train students in applying, managing, and maintaining AI systems across industries. Combines fundamental AI concepts, hands-on tool training, and real-world applications to prepare graduates for roles as AI operators, technicians, and support specialists in Turkey’s rapidly growing tech sector.
Key Learning Objectives
- Understand AI fundamentals (machine learning, neural networks, NLP).
- Learn AI model deployment and monitoring.
- Master AI tools and platforms (TensorFlow, PyTorch, Google AI, IBM Watson).
- Gain expertise in data preprocessing and feature engineering.
- Develop skills in AI ethics, bias detection, and compliance.
- Apply AI in business, healthcare, and automation.
- Troubleshoot AI system errors and performance issues.
Core Courses
- Introduction to Artificial Intelligence
- AI basics, history, and applications.
- Machine Learning Fundamentals
- Supervised/unsupervised learning, regression, classification.
- Neural Networks and Deep Learning
- CNNs, RNNs, and transformers.
- AI Tools and Platforms
- TensorFlow, PyTorch, Google AI, IBM Watson.
- Data Preprocessing and Feature Engineering
- Cleaning, transforming, and preparing data for AI models.
- AI Model Deployment and Monitoring
- Cloud deployment (AWS, Azure, Google Cloud) and performance tracking.
- Natural Language Processing (NLP)
- Chatbots, sentiment analysis, and text processing.
- Computer Vision
- Image recognition, object detection, and video analysis.
- AI Ethics and Compliance
- Bias mitigation, privacy, and regulatory standards (GDPR, KVKK).
- AI in Industry Applications
- Healthcare, finance, manufacturing, and automation case studies.
- Practicum in AI Operations
- Internships or projects with tech companies or AI labs.
- Capstone Project
- Deploy and manage an AI system (e.g., chatbot, image classifier).
Assessment Methods
- AI model deployment projects
- Data preprocessing assignments
- Performance optimization reports
- Ethical compliance case studies
- Capstone project demonstrations
Tools & Resources
- Software: TensorFlow, PyTorch, Google AI Platform, IBM Watson, Jupyter Notebooks
- Cloud Platforms: AWS, Microsoft Azure, Google Cloud
- Books:
- Artificial Intelligence: A Guide for Thinking Humans by Melanie Mitchell
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron
- Python for Data Analysis by Wes McKinney
Prerequisites
- Basic programming knowledge (Python preferred).
- Interest in technology, automation, or data analysis.
Program Duration
2 years (associate degree) or 4 years (bachelor’s), including hands-on labs and internships.
Certifications
- Google AI Essentials Certificate
- Microsoft Certified: Azure AI Engineer Associate
- NVIDIA Certified AI Developer
Career Paths
- AI Operator (managing AI systems in companies)
- AI Support Specialist (troubleshooting and maintenance)
- Data Annotation Specialist (training data for AI models)
- AI Implementation Technician (deploying AI solutions)
- Chatbot Developer (customer service automation)
- Computer Vision Technician (image/video analysis)
- AI Ethics and Compliance Officer (ensuring responsible AI use)
Why This Major?
Turkey’s tech industry is booming, and AI is transforming businesses, healthcare, and automation. This program provides practical, job-ready skills in AI operation and management, preparing graduates for high-demand roles in AI-driven industries. With hands-on training and industry certifications, students gain a competitive edge in a future-proof field. Ideal for those interested in technology, automation, and problem-solving.
