Charlytoc / pandas-tutorial

Welcome to Pandas for Machine Learning

By @alesanchezr and other contributors at 4Geeks Academy

Pandas is the #1 library for Machine Learning, there is no way you can do anything without it. This interactive tutorial will help you become familiar on it, master the most used functionalities and help you clean up your first datasets.

• Load CSV.
• Manipulating Dataframes.
• Describing and exploting your dataset.
• Adding new columns
• Normalizing data.

Note: The entire tutorial is 👆 interactive, ✅ auto-graded and with. 📹 video tutorials.

These exercises were built in collaboration, we need you! If you find any bugs or misspells plese contribute and report them.

One click installation:

Local Installation

1. Install learnpack, the package manager for learning tutorials and the html compiler plugin for learnpack, make sure you also have node.js 12+:

$ npm i learnpack -g
$ learnpack plugins:install learnpack-node

2. Start the tutorial/exercises by running the following command at the same level were your bc.json file is:

$ npm i jest@24.8.0 -g
$ learnpack start

Note: The exercises have automatic grading but its very rigid and string, my recomendation is to ignore the tests and use them only as a recomendation or you can get frustrated.

Contributors

Thanks goes to these wonderful people (emoji key):

1. Alejandro Sanchez (alesanchezr), contribution: (coder) 💻 (idea) 🤔, (build-tests) ⚠️ , (pull-request-review) 👀 (build-tutorial) ✅ (documentation) 📖

2. Paolo (plucodev), contribution: (bug reports) 🐛, contribution: (coder), (translation) 🌎

3. Ricardo Rodriguez (RickRodriguez8080) contribution: (build-tutorial) ✅, (documentation) 📖

This project follows the all-contributors specification. Contributions of any kind are welcome!