Course Materials


🎓 Computational Intelligence

Lectured at the University of Guilan

🔸 Slide intro – Main concepts and overview
🔸 Slide#1 – An introduction to Computational Intelligence
🔸 Slide#2 – Artificial Neural Networks (ANNs)
🔸 Slide#3 – ANNs architectures, models, and parameters
🔸 Slide#4 – ANNs in practice
🔸 Slide#5 – Deep Neural Networks
🔸 Slide#6 – Fuzzy Basics
🔸 Slide#7 – Fuzzy Calculation and Relations
🔸 Slide#8 – Fuzzy Logic and Inference
🔸 Slide#9 – Fuzzy Controller
🔸 Slide#10 – Evolutionary Computation
🔸 Slide#11 – Genetic Algorithm and Programming
🔸 Slide#12 – Swarm Intelligence

Spring 2021 (GitHubClass Scores – Solutions (A01, A02, A03) – Deployment hint)
Fall 2020
: (GitHub – Projects scores – Scores)
Spring 2020: (GitHub – Datasets – Google Colab – Scores)
Fall 2019: (GitHubMidterm– Deployment hint – Scores)


🎓 Software Laboratory

Lectured at the University of Guilan

🔹 Slide intro – Main concepts and overview
🔹 Slide#1  – History of Computers
🔹 Slide#2 – Hardware
🔹 Slide#3 – Software
🔹 Slide#4 – Word processing applications
🔹 Slide#5 – Spreadsheet applications
🔹 Slide#6 – DBMS applications
🔹 Slide#7 – Presentation applications
⚠️ Note: Slides are in Persian and protected with a password.


🎓 Files Presented in Workshops and Seminars

Digital Image Processing Applications in ITS (Dec. 2018 – University of Guilan)
How to Start with CUDA? (Dec. 2018 – University of Guilan)
Fiber Optic Sensors and Their Applications (Dec. 2017 – University of Guilan)
Design Patterns in Cloud Computing (Dec. 2016 – University of Guilan)
An Introduction to Ruby Programming Language (Nov. 2016 – University of Guilan)