Mustafa Alturki's repositories
part-of-speech-tagging-pytorch
A part of speech tagger for the Arabic (PADT) data of the universal dependencies corpus.
adversarial-search
Playing the game of Halma using MinMax with alpha beta pruning
dialogue-act-tagging
Two Conditional Random Field Taggers for the Switchboard corpus.
naive-bayes-spam-detection
A pure python implementation of Naive Bayes classifier applied to the spam detection problem.
numerical-methods
Different numerical algorithms for various mathematical problems implemented using Matlab.
build-ml-pipeline-for-short-term-rental-prices
Building a reproducible ML pipeline to predict prices of rental properties using Weights and Biases and MLFlow.
churn-prediction
ML System for Churn Prediction, built with Software Engineering best practices on Clean Code, Documentation, Logging and Testing.
model-scoring-monitoring
Building a Dynamic Risk Assessment System with MLOps Best Practices on Model Scoring and Monitoring
ar-instruct-tune
A pipeline for Instruction Tuning of LLM
data-modeling-apache-cassandra
Modeling user activities data for a NoSql database (Apache Cassandra)
databricks-data-lakehouse
Developing a data lake solution for ride-sharing data using Azure Databricks and lake house architecture.
genre-classification
Final exercise of the Udacity Machine Learning Workflows course
ms-azure-data-integration-pipeline
Building Data Integration Pipelines for NYC Payroll Data Analytics on Microsoft Azure
ms-azure-data-warehouse
Building an Azure Data Warehouse for Bike Share Data Analytics
naviagation-with-search-algorithm
Using search algorithms to solve a simple navigation problem
promptsource
Toolkit for creating, sharing and using natural language prompts.