10X roadmap to AI Fundamnetals

Dependencies: matplotlib | numpy | pandas | scikit-learn

Please refer to requirements.txt

What this repository contains

Python programs on inference/rule-based-systems, plotting and linear-regression.

Important Links

• Youtube Video
• Medium Article
• Github repo
• WhatsApp Channel

Prerequisites

Python 3.11.0 or Higher

📖 Source code

• 01-inference.py Implementation of GOFO: Good Old-Fashioned AI , a simple rule based system
• 02-plotting.py Plotting using matplotlib
• 03-linear-regression.py A Simple Linear Regression program

Steps

1. Clone the repository

   git clone https://github.com/10xroadmap/ai-fundamentals
   cd ai-fundamentals

2. Inside repo folder create virtual environment

   python -m venv .venv

3. Activate virtual environment

Mac/Linux

source .venv/bin/activate         

Windows

.venv\Scripts\activate   

4. Install dependencies

pip install -r requirements.txt

4. Run the program(s)

python3 01-inference.py

Program Description

Program	Purpose
01-inference.py	Simple Rule based system
02-plotting.py	Plotting demonstration using matplotlib
03-linear-regression.py	Linear Regression

License or Terms of Use

This project is open-source. However, no part of the source code may be republished, modified, or distributed for commercial or public purposes without giving appropriate credit to the original author.