AI 교육 커리큘럼
Intel AI for Future Workforce 프로그램을 기반으로 한 강의 콘텐츠를 탐색하고 다운로드하세요.
| 모듈번호 | 모듈제목 | Stage | Category | Actions |
|---|---|---|---|---|
| 1 | Emerging Technologies - AI (1h) | Awareness | Emerging Technologies | |
| 2 | AI Made Easy -Demystification (1h) | Awareness | AI Demystified | |
| 3 | What is Inside AI (1h) | Awareness | Core AI Concepts | |
| 4 | Impact of AI on Your Future - Surviving AI (1h) | Awareness | AI and Future | |
| 5 | Inclusive AI (1h) | Awareness | AI Ethics | |
| 6 | Control Your AI Destiny (1h) | Awareness | AI Ethics | |
| 7 | Introduction to AI Project Cycle (1.5h) | Foundation | AI Project Lifecycle | |
| 8 | Common Trade Applications of AI (9.5h) | Foundation | Industry Use of AI - Part 1 (No-Code) | |
| 9 | Introduction to Programming using Python (3h) | Foundation | Programming Fundamentals | |
| 10 | Python Functions & Packages (NumPy Pandas Scikit Learn) (4h) | Foundation | Industry Use of AI - Part 2 (Coding Approach) | |
| 11 | Common Trade Applications of AI (24h) | Foundation | Advanced Applications | |
| 12 | Deployment: Visualization (Dashboard) (4h) | Foundation | Data Visualization | |
| 13 | CGS Λ – Design Thinking (4h) | Foundation | Career Growth Skills | |
| 14 | CGS Λ – Systems Thinking (3h) | Foundation | Career Growth Skills | |
| 15 | CGS Λ – Entrepreneurial Mindset (4h) | Foundation | Career Growth Skills | |
| 16 | ML/DL Techniques (includes SL UL RL) (4h) | Experience | ML/DL | |
| 17 | Data Import and Processing | Experience | Statistical Data | |
| 18 | AI for Statistical Data Walkthrough | Experience | Statistical Data | |
| 19 | Guided Example: Predicting Loan Approval | Experience | Statistical Data | |
| 20 | Basic Techniques in Computer Vision | Experience | Computer Vision | |
| 21 | From Traditional Computer Vision to AI | Experience | Computer Vision | |
| 22 | Introduction to OpenVINO & Types of Inference Models with OpenVINO | Experience | Computer Vision | |
| 23 | Guided Example: Pneumonia Detection | Experience | Computer Vision | |
| 24 | Data Collection & Processing for NLP | Experience | NLP | |
| 25 | Classification for NLP | Experience | NLP | |
| 26 | Creating a Chatbot | Experience | NLP | |
| 27 | Guided Example: Hotel Reception Chatbot | Experience | NLP | |
| 28 | CGS Λ – Social Emotional Skills (3h) | Experience | Social Skills & AI Ethics | |
| 29 | AI Ethics (2h) | Experience | Social Skills & AI Ethics | |
| 30 | AI Project Pitfalls (4h) | Experience | Social Skills & AI Ethics | |
| 31 | Introduction to Generative AI (4h) | Experience | Generative AI | |
| 32 | Basics of Text Image Video and Audio Generation and Using Gen AI for Productivity (8h) | Experience | Generative AI | |
| 33 | Prompt Engineering (8h) | Experience | Generative AI | |
| 34 | Gen AI Project Lifecycle and Generative AI Tools for Development (4h) | Experience | Generative AI | |
| 35 | Introduction to AI Agents (8h) | Experience | AI Agents | |
| 36 | Hands-on with OpenVINO (12h) | Experience | Intel Tech | |
| 기타 1 | sLM + RAG | 기타 | NLP Project | |
| 기타 2 | Front-end App 개발 | 기타 | App Dev | |
| 기타 3 | Back-end App 개발 | 기타 | App Dev |