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Marc Castro's Projects

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

car_collision_model icon car_collision_model

This project is part of the Data Science Capstone Project offered by IBM. The contents of this repository are the codes and final report regarding the analysis and building of models for predicting the potential car crash based on weather and road conditions.

coursera_capstone icon coursera_capstone

This project is a part of the Applied Data Science Capstone Project offered by IBM under their Professional Certification Course

haystack icon haystack

:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

skillner icon skillner

A (smart) rule based NLP module to extract job skills from text

stem-monitoring-and-analytics icon stem-monitoring-and-analytics

STEM PH Monitoring and Analytics (STEMma) is a joint project by the Asian Institute of Management Masters in Data Science Program (AIM MSDS) and the Unilab Foundation, which seeks to develop a deeper understanding of the emerging skill gaps in the ever-changing labor market.

trim-mcds icon trim-mcds

A modified version of the MLST algorithm, configured for a protein-protein interaction networks. The code utilizes SIGNOR 2.0, a protein-protein interaction database, as its primary resource. Data cleaning and pre-processing steps are also included

tutorial-utilizing-kg icon tutorial-utilizing-kg

Resources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"

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