- Strona główna
- All Courses
- Artificial Intelligence in Programming – Qualification and Certification in Vocational Education
Program kursu
- 8 Sections
- 30 Lessons
- 80 Hours
Expand all sectionsCollapse all sections
- Module 1: AI Ontology, Ethics, and Legislation6
- 1.11.1 The History of AI: From Expert Systems to the GenAI Era
- 1.21.2 Taxonomy: AI vs ML vs Deep Learning
- 1.3Test – AI in programming – Module 1A60 Minutes20 Questions
- 1.41.3 Legal Framework: AI Act, GDPR and Copyright
- 1.51.4 AI Ethics: Hallucinations, Bias, and Green AI
- 1.6Test – AI in Programming – Module 1B30 Minutes10 Questions
- Module 2: Mathematics and Statistics for AI4
- Module 3: Python and Data Science Environment5
- Module 4: Data Processing and EDA5
- Module 5: Classic ML Algorithms5
- Module 6: Neural Networks and Deep Learning5
- Module 7: LLM and Prompt Engineering5
- 7.17.1 Transformer Architecture: Tokenization, Pre-Training, RLHF
- 7.27.2 Prompt Engineering: Zero-Shot, Few-Shot, Chain of Thought
- 7.37.3 RAG Architecture: Vector Bases and Hallucination Reduction
- 7.47.4 API Integration: OpenAI, Hugging Face, Open-Source Models
- 7.5Test – AI in programming – Module 7135 Minutes45 Questions
- Module 8: AI-Assisted Development4
Test – AI in Programming – Module 1B
Poprzednie
2.2 Probability and descriptive statistics
Dalej