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nouaim's Projects

awesome-cheatsheets icon awesome-cheatsheets

👩‍💻👨‍💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

businessanalytics icon businessanalytics

Visualizing and Analyzing business data in order to identify where the gaps in profits occur

clustering icon clustering

Using the k-means clustering algorithm to cluster data into different groups

cnn_classifer icon cnn_classifer

An image classification algorithm based on the original architecture of CNNs. The purpose is to explain the original CNN architecture, train it to classify two different categories of images, and finally retrain it in order to improve its accuracy.

flaskrest icon flaskrest

Basic rest API based on Flask restful API which inserts data into a database, retrives it, and updates it.

housesprices icon housesprices

Predicting houses prices using the Melbourne real estate dataset and different Machine learning models. Improving the models to achieve best prediction accuracy.

hybridmachinelearning icon hybridmachinelearning

A hybrid machine learning model as a combination of natural language processing and time series forecasting for stock market prediction using two different types of datasets: numerical and textual data.

linearregression icon linearregression

Linear regression model to predict student scores based on the number of hours that they studied

object_detection_for_robotics icon object_detection_for_robotics

A robotic application based on object detection. It contains a ROS algorthim that takes the predicted detection parameters to a robotic Arm for motions execution. It can be used for different robotic manipulation tasks.

threads icon threads

This Thread application is meant to be made similar to www.threads.net . The features that are made so far in this project are: Home page with the ability to login, and logout, signin, signout. Also, onboarding page to create profile information and bio, and finally the ability to add posts. One of Future features to be made is adding comments.

treeclassifier icon treeclassifier

Classifying the species based on different features columns using the decision tree classifier model on sklearn

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