Downloadable Files

Computational Intelligence (lectured at Guilan University)

Note: Slides are in Persian and protected with a password.
Slide intro – Main concepts and overview
Slide#1 – An introduction to Computational Intelligence
Slide#2 – Artificial Neural Networks (ANN)
Slide#3 – Famous Artificial Neural Networks
Slide#4 – Fuzzy Basics
Slide#5 – Fuzzy Logics
Slide#6 – Evolutionary Computing: Overview
Slide#7 – Famous Evolutionary Algorithms
Slide#8 – Swarm Intelligence
Slide#9 – Algorithms in Code
Spring 2020: Classes are held online due to COVID-19 (link) (GitHub)
– Session 1 videos (link)
– Session 2 videos (link)
– Session 3 videos (link)
– Session 4 videos (link)
– Session 5 videos (link)
– Session 6 videos (link)
– Session 7 videos (link)
– Session 8 videos (link)
– Session 9 videos (link)
– Session 10 videos (link)
– Session 11 videos (link)
– Session 12 videos (link)
(Project titlesdeadline: 15th Ordibehesht)
(Assignment#1deadline: 19th Ordibehesht)
(Assignment#2deadline: 26th Ordibehesht)
(Assignment#3How to Solvedeadline: 20th Khordad)
(Assignment#4deadline: 27th Khordad)
Project Hints (Datasets for Projects)
Project Hints (Google Colab for running projects)
Assessment Update (link)
How to hand-in your projects (deadline: 1st Mordad)? (linkGitHub)
Fall 2019: (midterm resultsGitHubdeployment hintfinal)

Software Lab. (lectured at Guilan University)

Slide intro – Main concepts and overview
Slide#1 – The history of Computers
Slide#2 – Hardware
Slide#3 – Software
Slide#4 – Word processor applications (MS-Word 2016)
Slide#5 – Spreadsheet applications (MS-Excel 2016)
Slide#6 – DBMS applications (MS-Access 2016)
Slide#7 – Presentation applications (MS-PowerPoint 2016)
Note: Slides are in Persian and protected with a password.

Files Presented in Workshops and Seminars

  • Digital Image Processing Applications in Intelligent Transportation Systems (Dec. 2018 – Guilan University – link)
    • Title in Persian: کاربردهای پردازش تصویر دیجیتال در سامانه‌های حمل‌ونقل هوشمند
  • CUDA Tutorial – How to Start with CUDA? (Dec. 2018 – Guilan University – link)
    • Title in Persian: آموزش کار با پلفترم برنامه‌نویسی موازی کودا
  • Fiber Optic Sensors (FOS) and Their Applications (Dec. 2017 – Guilan University – link)
    • Title in Persian: حسگرهای فیبر نوری و کاربردهای آن‌ها
  • Design Patterns in Cloud Computing (Dec. 2016 – Guilan University – link)
    • Title in Persian: الگوهای طراحی در رایانش ابری
  • An Introduction to Ruby Programming Language (Nov. 2016 – Guilan University – link)
    • Title in Persian: آشنایی با زبان برنامه‌نویسی روبی