Hi👋
I'm Wassima

Research Student in ML and DL
Data Scientist, Software Developer and Web Designer.

Breast Cancer
Detection with CNN

In this Project we conducted a literature review of DL algorithms used in Breast Cancer DetectionComputer-Aided Diagnosis Systems Based on Medical Imaging Then I builded a Convolutional Neural Networks (CNN) model for breast cancer detection using a Kaggle dataset.

acedemic | machine-learning | CNN | image-processing | tensorflow | keras | colab | kaggle

House Price Prediction

Comparing different ML models for regression to predict the house prices using the California dataset provided by scikit learn.

python | sklearn | machine-learning | data-preprocessing | linear-regression | k-Nearest-Neighbors-Regressor |Decison-Tree-Regressor | Random-Forest-Regressor | Gradient-Boosting-Regressor

Face Mask Detectiong Using YOLO v5

During the COVID-19, the face mask wearing was one of the most prominent interventions against COVID-19.In this project we will train a custom dataset (wearing mask dataset from roboflow) with YOLOv5 in colab. The input is an image or a video, and the output is the detection wearing a mask or not. In next project we will try it for a real time detection.

python | yolo v5 | deep-learning

Multiple Diseases Prediction

Applying linear regression to predict the presence of a disease. The multiple disease prediction project includes 3 diseases: Diabets, Heart disease and Parkinson.

python | linear-regression | machine-learning | data-preprocessing | kaggle-datasets | streamlit |heroku

Data collection - Web scraping

Web scrap internships from "https://www.opportunitiescircle.com/internships/" website, using beatiful soup, and download it to a csv file.

python | BeautifulSoup| web scraping

Anime recommandation system

Building a movie recommandation system based on content using the disney-tv-shows-and-movies Kaggle dataset. Then extend the project to build an Anime recommandation system web app

python | colab | machine-learning