Mohamed Shaker El-Rifai's starred repositories
LeetCode-Solutions
✅🟨 These LeetCode solutions use both code and animations to address a wide range of problems.
Mad-About-Sports
This repository houses the code related to my Mad About Sports certification and the work I have done as a content creator for the organization.
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
annotated_research_papers
This repo contains annotated research papers that I found really good and useful
soccer-video-analytics
Demo on how to compute soccer ball possession automatically using AI.
Data-Engineering-HowTo
A list of useful resources to learn Data Engineering from scratch
Date_modeling_Postgresql_udacity
data modeling and ETL project
data-engineering-zoomcamp
Free Data Engineering course!
AI-ML-Driven-Companies-In-Egypt
A list of AI/ML driven companies in Egypt
Data-Science-Roadmap
Data Science Roadmap from A to Z
hypothesis-testing-european-soccer-data
Hypothesis Testing on European Soccer Data.
The-Data-Analysis-Workshop
A New Interactive Approach to Learning Data Analysis
yolov7-object-tracking
YOLOv7 Object Tracking Using PyTorch, OpenCV and Sort Tracking
ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Apply-Probability-Distributions-in-dataset
in this Jupyter notebook we explain probability distributions and apply them in real datasets
Eng.-Mohamed-Hammad-AI-Recommendations
The repo contains books, tutorials and resources based on Eng Mohammed Hammad's recommendations.
Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
soccerdata
⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.
Metrica-pitch-control
A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer
expected_goals_deep_dive
A tutorial on using cross validation and calibrating predictions for expected goals models in soccer
expected-goals-thesis
A repository for analysis on Expected Goals using StatsBomb and Wyscout data