Compilation of personal projects
keywords: data wrangling, python, jupyter notebook, pandas, excel, csv
This project cleans a dataset with information about argentinian soccer players around the world. The original dataset is an Excel file, with dirty and unnormalized data. Wrangling this data generates a cleaner and more easily workable dataset (in .csv).
keywords: data wrangling, python, jupyter notebook, pandas, excel, csv
This project cleans and concatenates the results of IT salary surveys made by sysarmy in South America.
keywords: python, jupyter notebook, pandas, matplotlib, soccer, robocup, robocupsimdata, spatiotemporal
This project works with spatiotemporal soccer data. The dataset used is from RoboCupSimData project (Paper) (Files Overview).
keywords: python, jupyter notebook, pandas, scikit-learn, tensorflow, pyplot
Some mini-projects to practice machine learning, while reading Hands-On Machine Learning with Scikit-Learn & TensorFlow.