HIBA EL RHELL's starred repositories
eCommerce.ai
A Complete end to end framework with a live virtual AI assistant to thrive your in-store e-commerce.
beyond-jupyter
Software design principles for machine learning applications
multi-touch-attribution
Connect the impact of marketing and your ad spend to sales. Efficiently pinpoint the impact of various revenue-generating marketing activities to understand what works best. Focus on the best-performing channels to optimize media mix and drive revenue.
portfolio-optimizer
A collection of various computational methods to optimize a user's investment portfolio using Modern Portfolio Theory and optimizing various factors such as Returns, Sharpe Ratio and Risk.
graph-adaptive-activation-functions-gnns
Graph-Adaptive Activation Functions for Graph Neural Networks
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
applied-ml
đź“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
real-time-data-pipelines-in-python
Real-time Feature Pipelines in Python ⚡
Efficient-Tests-of-Stock-Return-Predictability
This R code implements the Bonferroni Q test from Yogo and Campbell's (2006) paper "Efficient Tests of Stock Return Predictability."
reservation_cancellation_prediction
Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow
production-data-science
Production Data Science: a workflow for collaborative data science aimed at production
sparkify-customer-retention
Customer Retention Modeling using PySpark and Shap
vintage-game-engine
An attempt to develop a 2D game engine in C
data-engineering-zoomcamp
Free Data Engineering course!
UPM_summer_school_GP_BO_course
Here are the notebooks for the Gaussian Processes and Bayesian Optimization course. The notebooks can be executed in Google Colab.
Classification-customers
Transaction Data for Market Segmentation
Autoencoders
Pytorch implementation of various autoencoders (contractive, denoising, convolutional, randomized)
sql-server-samples
Azure Data SQL Samples - Official Microsoft GitHub Repository containing code samples for SQL Server, Azure SQL, Azure Synapse, and Azure SQL Edge
analytics_vidhya
Codes related to activities on AV including articles, hackathons and discussions.
Parallel-and-distributed-systems
Lecture notes
awesome-public-datasets
A topic-centric list of HQ open datasets.
Mastering-GitHub-Copilot-for-Paired-Programming
An 8 Lesson course teaching everything you need to know about harnessing GitHub Copilot and an AI Paired Programing resource.
awesome-robotics-datasets
A collection of useful datasets for robotics and computer vision
Turbofan-Federated-Learning-POC
Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining lifetime of aircraft gas turbine engines.