Name: Yabra Muvdi
Type: User
I am an economist and data scientist with experience using methods from machine learning, natural language processing, and causal inference to contribute to the understanding of problems in a wide variety of fields. I enjoy teaching and building accessible demonstrations of ML and NLP methods for a broad audience. My pinned repositories showcase some of this work :)
2019-computing-brushup-exam
bernoulli-embeddings
Python implementation of Bernoulli embeddings. Useful to create numeric representations of items in a network (e.g. trade network).
cemfi-presession-2023
Pre-session materials for the 2023 Unstructured Data in Empirical Economics at CEMFI
chatbot-rag-demo
Dash app demonstrating a simple chatbot that uses RAG
computing-brushup-exam
covid19-inequality
Dash app to explore the consequences of Covid-19 on inequality
decision-trees-project
An implementation of several decision tree methods to predict housing value
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
fra_iese_seminar_2023
Materials for the 2023 Fundación Ramón Areces - IESE Machine Learning for Textual and Unstructured Data seminar
genealogies
Exploring Colombian genealogies through text analysis
iese-fra-presession-24
Pre-session materials for the Large Language Models and Machine Learning for Unstructured Data Seminar, organized by IESE and the Fundación Ramón Areces
iese_presession_2023
Pre-session materials for the 2023 Machine Learning for Textual and Unstructured Data course at IESE
imdb-wiki
An exploration of the IMDB-Wikipedia dataset
inequality-app
Dash app to explore the consequences of Covid-19 on inequality
introduction-to-maps
Brief introduction to maps in R using the "sf" library. https://yabramuvdi.github.io/Introduction-to-Maps/
inverse-scaling
Submission to the Inverse Scaling Challenge (NLP)
master-projects
A diverse collection of projects developed through the course of my master's in data science.
module-functions-in-r
module-internet
module-intro-to-pandas
module-intro-to-python
module-scraping
module-tidyverse
Intro to Tidyverse Module
pymodules-test
text-algorithms-benchmarking
Python implementation of multiple text as data methods and benchmarking on publicly available datasets.
text-preprocessing
twitter-defamation
A short project exploring a classification problem with text data.
warehousing-analytics-databases
warehousing-final-project
warehousing-operational-databases
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
