CAIP

Eesmärk ja sihtgrupp

Sihtgrupp

1. 01The training is designed for AI professionals, data scientists, IT managers, and professionals who want to acquire comprehensive knowledge and skills in designing, implementing, and managing artificial intelligence systems. The training is particularly suitable for professionals seeking to advance into AI leadership roles, enhance their technical expertise, and develop strategic understanding of AI implementation in organizational contexts.

Õppe eesmärk

1. 01The training aims to provide participants with comprehensive knowledge and practical skills for understanding artificial intelligence principles, applying machine learning techniques, and developing ethical AI strategies. The program combines technical knowledge with strategic and ethical considerations, preparing participants for obtaining the internationally recognized PECB Certified Artificial Intelligence Professional certification.

Õppekava koostamise alus

1. 01OSKA studies
2. 02Market analyses
3. 03Technology trends
4. 04Artificial intelligence best practices
5. 05Industry standards and methodologies
6. 06PECB certification requirements

Õpingute alustamise tingimused

1. 01English language proficiency at intermediate level (materials and tests are in English)
2. 02Basic knowledge of data analysis and programming concepts would be beneficial
3. 03Previous experience with AI, machine learning, or data science is recommended
4. 04Computer with webcam and stable internet connection
5. 05Headphones with microphone
6. 06Quiet learning environment during live sessions

Õpiväljundid

1. 01Explains the foundational principles of artificial intelligence and its various applications across different industries and organizational contexts
2. 02Applies machine learning techniques to real-world problems, including supervised, unsupervised, and reinforcement learning methodologies
3. 03Implements simple neural networks and advanced deep learning architectures such as CNNs, and understands NLP systems and computer vision methodologies
4. 04Identifies and mitigates AI risks while ensuring compliance with regulations and developing ethical AI strategies
5. 05Develops strategic AI solutions aligned with organizational values and demonstrates competency through PECB certification requirements

Õppe maht

1. 01Total volume of studies, including the proportion of classroom, practical, and independent work
2. 02Total training volume: 90 academic hours, including:
3. 03Classroom learning (group meetings in online environment): 40 academic hours
4. 04Independent work: 50 academic hours

Õppe sisu

1. 01Foundations of AI and Data Analysis
2. 02Fundamental concepts and principles of artificial intelligence
3. 03Data analysis and visualization
4. 04Machine Learning
5. 05Foundations of data science and machine learning
6. 06Machine learning workflow
7. 07Supervised and unsupervised learning
8. 08Advanced ML and broader applications
9. 09Deep Learning and Natural Language Processing
10. 10Foundational NLP concepts
11. 11Classical and intermediate NLP techniques
12. 12Modern NLP: Transformers and large language models
13. 13Deep learning architectures and advanced techniques
14. 14Computer Vision, Robotics, AI Strategy, Governance, and Risk Management
15. 15Computer vision fundamentals
16. 16Robotics and expert systems
17. 17AI security, ethics, and governance
18. 18AI strategy and risk management
19. 19Certification Exam and Professional Development
20. 20Exam preparation strategies
21. 21Professional development in AI field
22. 22Continuous learning and competence maintenance

Õppekorraldus

Iseseisev töö

1. 01Independent work
2. 02Study materials review (comprehensive AI learning materials)
3. 03Weekly practical assignments and AI project development
4. 04Final project: development of complete AI solution strategy

Õppemeetodid

1. 01Interactive online lectures and presentations
2. 02Group mentoring sessions
3. 03Practical assignments and case studies
4. 04Individual project work

Õppekeskkond

1. 01The training takes place in an online environment combining:
2. 02Video conferencing platform for live sessions
3. 03E-learning environment for materials and assignments
4. 04Collaborative tools for group work

Õppematerjalid

1. 01PECB official training materials
2. 02Digital materials and video recordings
3. 03Practical examples and case studies
4. 04PECB exam preparation materials

Hindamine ja lõpetamine

Lõpetamise tingimused ja väljastatavad dokumendid

1. 01A qualification document is issued when the learner has demonstrated the achievement of learning outcomes by successfully completing practical tasks and appropriately answering theoretical questions. If the learner does not achieve the required learning outcomes, a confirmation of participation is issued. Upon successful completion, participants can take the PECB Certified Artificial Intelligence Professional certification exam, which is administered separately by PECB.

Koolitajate kvalifikatsioon

1. 01All trainers have higher education, work experience in the field they teach, and experience in adult education. Our instructors are certified PECB trainers with extensive practical experience in artificial intelligence development, implementation, and strategic management.

Tagasi koolituse juurde