f-yousefi,Farzad Yousefi,github

Hello there 👋

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.

	Course Title		Course Title
1		2
3		4
5		6
7		8
9		10

> 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.

Farzad Yousefi's Projects

3d-retinanet

3D-RetinaNet a baseline models on ROAD dataset

breast_cancer_prediction

This project is based on the dataset published by UCI MACHINE LEARNING available in Kaggle. The hottest project based on this dataset is developed by BUDDHINI W which has achieved an excellent acccuracy about 94.4% which looks perfect. However, in this repository, you can gain the accuracy of 99.1% on test data split.

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.

getting-started-with-pytorch

In this repository, I'm going to learn pytorch through Mnist problem.

house_price_prediction

This repository contains code for House Price prediction using Linear Regression. This project is based on the dataset that can be found through Tehran (Divar.ir) House Price Prediction thanks to Dr. Soheil Tehranipour who has done a very excellent job in the area of AI and ML.

maths-ml

All the mathematical concepts that I have found tricky but essential to acquiring a good understanding of machine learning algorithms.

recsys-bst-pytorch

In this repository, a recommendation system based on the paper "Behavior Sequence Transformer for E-commerce Recommendation in Alibaba" is implemented using Pytorch framework.

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