Luiza Santos's Projects
This project aims to find how has trust evolved over time within the Bitcoin OTC network
A Python repository for classifying pet images using powerful pretrained CNN models. Explore and compare different architectures to identify and categorize pets accurately.
Explored a decade of CPI and BER data using Python and Jupyter notebooks for in-depth time series analysis, forecasting, and error evaluation. Techniques include data cleaning, exploratory analysis, and specialized time series modeling.
Public material for CS109
A Law Firm Database Management System for streamlined case management and client communication, featuring SQL scripts, configuration files, and a database flow chart for setup and usage.
ITA-ICEA Data Science Challenge 2023
Some silly python code to create exercises to learn English grammar
Luiza Santos: Data Scientist passionate about Coding, AI, Economics,.... Find out more.
Examined 60 years of Mauna Loa CO2 data, utilizing Python, Jupyter, and essential libraries for preprocessing and advanced modeling, revealing key atmospheric trends.
📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)
This repo will be a collection of my algorithm implementation during my journey of learning Reinforcement Learning
Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.
Summarize Websites Terms of Conditions Based on Keywords
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
ELT Data Pipeline for NOAA-ISD weather data. It collects 1999-present weather data from over 10,000 stations worldwide, totaling over 1.4 billion records or 12 GB of data.
This repo assesses weather forecast accuracy for Sao Paulo using netCDF4 files, generating time series visualizations and RSME values for observed and forecasted temperatures.