Aziz Ben Ali's repositories
Sentiment_Analysis_on_Twitter_TWEETS
Develop and Maintain data pipelines to extract,transform, and load (ETL)the data. Explore the effectiveness of different approaches for sentiment classification on Twitter reviews. Conduct feature engineering and data cleaning, followed by building an LSTM model with attention mechanism and comparing itto pre-trained models BERT and Naive Bayes
YouTube-AI-Assistant
Develop a python application that allows you to extract valuable insights, engage in meaningful conversations, and explore video content in a whole new way.
Chatbot-with-additional-Knowledge-and-Data-Exploration-features
Develop an advanced chatbot leveraging cutting-edge technologies capable of file uploads, enabling users to receive tailored responses based on the content of the uploaded files. Integrate various tools and agents to enhance the chatbot's capability for comprehensive and accurate responses.
Investigation-of-Degradation-Patterns-from-KRR-to-Transformers
Analyze and Visualize solar panel data and Enhance the identification of degradation patterns using advanced machine learning techniques such as Transformers, LSTM, KRR, Gaussian Process, XGBOOST.
Cat-Dog-classification
Develop a Python-based CNN model using PyTorch to classify 1000 labeled images of cats and dogs. Use data augmentation for improved performance, achieving an accuracy of 83% on the test set. Train the ResNet-50 model achieving an accuracy of 94% on the test set.
COVID-19_Detection
Develop a COVID-19 detection model using a pre-trained Densenet121 model.
flappybird1
Program Flappy Bird game using C FreeRTOS, a real-time operating system specifically designed for embedded systems.
FreeRTOS-Emulator
POSIX based FreeRTOS emulator with SDL2 graphics interface and multiple async communications interfaces, aiming to make it possible to teach FreeRTOS without embedded hardware using similar processes
git-tutorial
A Git, C, POSIX and CMake tutorial