Job Searcher (Machine Learning exercise 🤖)

📖 Description

This project is a machine learning exercise, the application receives a set of skills from the user and returns a job title that matches the skills entered. It uses the Random Forest algorithm to make the prediction base on a jobs dataset. You can also watch the demo video.

• Job Searcher (Machine Learning exercise 🤖)
  • 📖 Description
  • ⚙️ Installation
    • Requirements:
    • Steps:
  • ▶️ Usage

⚙️ Installation

Requirements:

You need to have Python and venv installed in your computer.

Steps:

1. Download and extract the project.

2. Open a terminal and navigate to the project's directory. (Alternatively, navigate to the project's directory and open a terminal).

3. Create a virtual environment with the following command:

python -m venv .venv

4. Activate the virtual environment with the following command:

Windows:

.venv\Scripts\activate

Linux:

source .venv/bin/activate

5. Install the project's dependencies with the following command:

pip install -r requirements.txt

6. Run the application with the following command:

python main.py

Note that, if your terminal application is not set to do this automatically, you will need to activate the virtual environment every time run the application on a new terminal.

▶️ Usage

1. (Optional) Activate the virtual environment with the following command:

Windows:

.venv\Scripts\activate

Linux:

source .venv/bin/activate

2. Run the application with the following command:

python main.py