Erik Rocha's repositories
AlgorithmComparison
Comparison of the state-of-the-art ensemble trees algorithms (CatBoost, LightGBM, XGBoost, GBM & AdaBoost), with and without bayesian hyperparameters optimizations in nine datasets.
Best_streaming_analysis
Analysis of different streams platforms.
coding-interview-university
A complete computer science study plan to become a software engineer.
Medical-Data
Analysis of medical data with various hypothesis testing
MovieLens-Data
Data analysis of the MovieLens dataset.
Project-CV-Nascar
Nascar object detection video using YoloV5
Project-Flight-Price-Predictor
Development of a site where flight prices could be predicted.
Project-Food-Places-Predictor
Development of a ratings predictor for Zomato food places.
Project-Ibovespa-Analysis-Trading-Strategies
Backtesting and forward testing investment algorithms in the BR Stocks
Project-PowerBI-HR-Analysis
Power BI report of a Human Resource data
ProjectOne
Fullstack development of a platform where illustrators, concept artists, photographers, and others can show their artwork.
Project-Streamlit-Data-Science-App
Data science app where users could make simple EDA visualizations and select some models for predictions.
X-MoviesDatasetPt1-Movies_analysis
Code for data visualization. Data from almost 46 thousand movies used.
X-MoviesDatasetPt2-API_JSON
Code for API integration.
X-MoviesDatasetPt3-Tidy_up_data
Code for cleaning up data. Data from almost 46 thousand movies used.
X-MoviesDatasetPt4-Merging_datasets
Code for cleaning and merging datasets.
X-Recommendation-Systems
Popularity based, Content based recommender & Colaborative Filtering systems
X-US-Names
Merging of different datasets files of US baby names and EDA.