tarek yahia's repositories
mini-rag
this is a simple and well strcture Q&A app build with the RAG idea.
automated-essay-scoring
This repository contains code and resources for my solutions of Kaggle competition focused on training a model to score student essays automatically, The goal here is to make the solutions in the production not only notebook, following MVC pattern and some SOLID.
U.S.-Patent-Phrase-to-Phrase-Matching
Kaggle competition, semantic similarity problem.
Speak-with-your-books
using base LLM with RAG for taking answers from your books
Predicting-Credit-Card-Approvals
• Automate the approval process and deploy the model. • sklearn, streamlit, docker • Implementing the model, Implementing a production-ready code, Docker, and test the model in the localhost.
NER-SENT-arabic
NER-SENT-arabic is a project to a A virtual tourism company interested in knowing the places that people mention in their conversations and their opinions towards them.
practiceDataScience
this repo is a collect of small projects and practice in the field.
Wine-Reviews
Needing to predict the points that a customer may give based on some information about the customer and their reviews. • BOW, TF-IDF,word2vec, NLTK, sklearn • using all the features numeric, categorical and text in one model in the end, heavily using columnTransformer and pipeline
analysis-of-football-games
sqllite database contain some tables about football like seasons of some leagues,teams and national teams
Stanford-CS224N-NLP-with-Deep-Learning
the Programming Assignments of the course
finding_donors
Udacity ML cross skills nanodegree project
UCSanDiegoX_Machine_Learning_Fundamentals
the Programming Assignments of the course
dbt_bigquery
dataset in bigquery doing some transformation in dbt
graphic-package
some algorithms to drow some graphs implemented by c sharp
Teaching
Teaching Materials for Dr. Waleed A. Yousef