Sebastian Villalba's repositories
sequential-decision-modeling
This repository contains different sequential decision analytics models from the book sequential decision modeling with python and the book reinforcement learning and stochastic optimization by Warren Powell
backend-rust
Repository for the course backend with Rust, to make a web app with Rust, with connection to a postgress database
chatbot-langchain-documentation
Chatbot to obtain specific information about different sources of documentation. This project uses langchain to make a chatbot to make interactions as a Q&A and the other option is a chat with memory.
ChatData
ChatData ๐ ๐ brings RAG to real applications with FREEโจ knowledge bases. Now enjoy your chat with 6 million wikipedia pages and 2 million arxiv papers.
curso-langchain-qa-documents
Repositorio del proyecto del Curso de LangChain para Manejo y Recuperaciรณn de Documentos de Platzi
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
desafio_ds_meli
Ejercicios resueltos del data science challenge de Mercado Libre
DS4DS_Course
Data Science for Dynamical System Course
energy-forecasting
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
FISI2028-201920
Mรฉtodos Computacionales 201920
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
huggingface-ghcr
MLOps packaging: build and push to GitHub Container Registry
hyperblog
Un blog increรญble para el curso de Git y Github de Platzi
hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
image-to-image-similarity
Repository to make a proof of concept of a model to make a image-to-image retrieval, this is for use of search by images engine
kiwibot_ml_test
Machine Learning Test for Kiwibot
machine-learning-python
Machine Learning with Python
ml.school
Machine Learning School
mlflow-demo
Sample MLFlow projects
recommender-systems
Recommender Systems in Python
shopping-cart-optimization
Project for solving a shopping cart pptimizationt for online marketplaces.
VillalbaSebastian_Ejercicio28
Ejercicio 28
VillalbaSebastian_Ejercicio29
Ejercicio 29
VillalbaSebastian_Ejercicio30
Ejercicio30
VillalbaSebastian_Ejercicio32
Ejercicio32
VillalbaSebastian_Final
Parcial Final