This is Farzad Yousefi. I graduated in 2020 with a bachelor's degree in computer engineering from Mazandaran University- Behshahr. I am proud to have been included in the team behind the article: Gurkirt Singh - ROAD: The Road Event Awareness Dataset for Autonomous Driving 2021 -Publisher: IEEE. I prefer to share whatever I have learned so we can learn together. If you think my cooperation is beneficial, feel free to contact me, I would be happy to provide it.
> I'm new in the area of AI, so I decided to take on the challenge of completing 50 projects ralated to AI to broaden my experience in this area.
| Number | Title | Date |
|---|---|---|
| #1 | Maths-ML:All the mathematical concepts that I have found tricky but essential to acquiring a good understanding of machine learning algorithms. | Oct 13, 2023 |
| #2 | House Price Prediction:This project is based on the dataset that can be found through Tehran (Divar.ir) House Price Prediction | Nov 8, 2023 |
| #3 | Breast Cancer Prediction 99.1% Accuracy:This project is based on the dataset published by UCI MACHINE LEARNING available in Kaggle. | Nov 20, 2023 |
| #4 | Getting-Started-with-Pytorch:This project is based on Mnist dataset, and the architecture used in this project can be find through the link. Although the article was implemented mentioned architecture on Keras, I re-wrote it on Pytorch lightning. | Dec 7, 2023 |
| #5 | Movie Recommendation System: In this repository, a recommendation system based on the paper "Behavior Sequence Transformer for E-commerce Recommendation in Alibaba" is implemented using Pytorch framework. | Dec 9, 2023 |
| #6 | Efficient-Retinanet: It has never been rare among AI researchers that combine and evaluate different models to discover their methods. When I read about Retinanet and Efficientnet, I had a mind to combine them. | Feb 17, 2024 |
> Due to the sanctions that The U.S.A. has imposed against the regime of Iran, we cannot get any certificate from Coursera. However, we can audit the courses, so I decided to pass the courses I like and then share a few projects corresponding to each course to showcase my abilities.
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> I used to be quite busy over the last two years, due to the conscription in Iran, but I am now open for discussion, and open for cooperation in the area of AI.
