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MLC

Hi! Welcome on my first Git repo, dedicated to the Machine Learning Challenge organized at: https://radu-enuca.gitbook.io/ml-challenge/

In this repo I keep track of the progress that I make during the course. Even though the course covers a lot of material, it also inspires me to explore other possibilities with python and other third party applications.

This repo will also host the code of the final project of the course.

What I learned so far

  • How to use Git
    • Using the CMD and using a GUI (like GitHub Desktop)
    • Using a remote repo (on GitHub for example) and collaborate with other coders
    • Using some useful features like .gitignore
  • Coding in python
    • Using the CMD
    • Using a IDE (after some testing, PyCharm is my IDE of choice)
    • How to use pip to install different packages
    • Creating a virtual environment for the project for maintaining the project dependencies (packages and versions)
    • Creating requirements.txt which can be used to install all project dependencies
    • Familiarize myself with the following packages:
      • numpy
      • matplotlib
      • pandas
      • scikit-learn