fmi-ai-2122

Artificial Intelligence course at FMI (winter-21-22)

AI for Bachelors of Computer Science - Materials and Exercises

Assistant - Iliya Zhechev (Discord: Iliya Zhechev#3253 or iliya.zhechev ат гмаил дот ком)
📅 Place and time - every Friday (starting 08.10.21) from 12.00 to 14.00 @ FMI 222 and/or online (all meetings will be online unless stated otherwise)
- Practice for Week 10 moves from 10.12.2021 to 14.12.2021 at 10.00 o’clock in the morning
- Practice for Week 11 moves from 16.12.2021 to 32.12.2021 at 10.00 o’clock in the morning
📞 Google Meet link for the online meetings
🏫 Link to the Moodle course

Week 1 - Intro to the course. Uninformed search. - 08.10.2021
- 🎥 Recording 1
- 🎥 Recording 2
- 📓 Materials and code
- 📜 Presentation
Week 2 - Informed search. - 15.10.2021
- Pathfinding-Visualizer
- 🎥 Recording 1
- 🎥 Recording 2
- 📓 Materials and code
Week 3 - More on uninformed search and solving some homeworks. - 22.10.2021
- 🎥 Recording 1
- 🎥 Recording 2
- 📓 Materials and code
Week 4 - Constraint satisfaction problems. - 29.10.2021
- 🎥 Recording 1
- 🎥 Recording 2
- 📓 Materials and code
- 📜 Presentation
Week 5 - Genetic Algorithms. - 05.11.2021
- 🎥 Recording
- 📓 Materials and code
- 📜 Presentation
Week 6 - Games. - 11.11.2021
- 🎥 Recording
- 📜 Presentation
Week 7 - Introduction to Machine Learning. - 19.11.2021
- 🎥 Recording
- 📜 Presentation
Week 8 - k-Nearest Neighbors. - 26.11.2021
- 🎥 Recording 1
- 🎥 Recording 2
- 📓 Materials and code
- 📜 Presentation
Week 9 - Naïve Bayes Classifier. - 03.12.2021
- 🎥 Recording
- 📓 Materials and code
- 📜 Presentation
Week 10 - Decision Tree. - 10.12.2021 moved to 14.12.2021
- 🎥 Recording
- 📓 Materials and code
- 📜 Presentation
Week 11 - kMeans. - 16.12.2021 moved to 21.12.2021
- 🎥 Recording
- 📜 Presentation
Week 12 - Neural Networks. - 07.01.2022
- 🎥 Recording
- 📜 Presentation