Loading repository data…

Probability-Statistics GitHub Details, Stars and Alternatives | OpenRepoFinder

Samarth4023 / repository

Probability-Statistics

📊Probability & Statistics ! This repository is dedicated to my journey of mastering the fundamentals of probability and statistics, which are crucial for my career roadmap in Artificial Intelligence (AI) and Machine Learning (ML). Here, you will find a collection of Python scripts and Jupyter notebooks that cover a wide range of topics.

#ai#ipynb#jupyter-notebook#mathematics#ml#probability

View Repository on GitHub ↗

REPOSITORY OVERVIEW

Live repository statistics

★ 3Stars

⑂ 1Forks

◯ 0Open issues

◉ 3Watchers

33/100

OPENREPOHUB HEALTH SIGNAL

Limited signals

A transparent discovery signal based on current public GitHub metadata.

Recent activity35% weight

Community adoption25% weight

Maintenance state20% weight

100

License clarity10% weight

Project information10% weight

This score does not audit code, security, maintainers, documentation quality, or suitability. Verify the repository and its current documentation before adoption.

README preview

📊 Probability & Statistics for AI and ML

Welcome to the Probability & Statistics repository! This repository is dedicated to my journey of mastering the fundamentals of probability and statistics, which are crucial for my career roadmap in Artificial Intelligence (AI) and Machine Learning (ML). Here, you will find a collection of Python scripts and Jupyter notebooks that cover a wide range of topics, from basic concepts to advanced techniques.

📜 Introduction

Probability and statistics form the backbone of AI and ML. This repository serves as a comprehensive resource for anyone looking to understand these concepts deeply. By showcasing my learning process, I hope to provide a valuable resource for others on a similar path.

📁 Repository Structure

The repository is organized into the following directories:

📂 data/: Contains datasets used in the examples and exercises.
📂 notebooks/: Jupyter notebooks with detailed explanations and visualizations.
📂 scripts/: Python scripts implementing various probability and statistics algorithms.

💻 Installation

To get started, clone this repository to your local machine:

git clone https://github.com/Samarth4023/Probability-Statistics.git

🚀 Usage

You can start exploring the notebooks and scripts by navigating to the respective directories. For Jupyter notebooks, launch JupyterLab or Jupyter Notebook:

jupyter lab

jupyter notebook

Then open the notebooks in the notebooks/ directory to begin your learning journey.

🤝 Contributing

Contributions are welcome! If you have any improvements, suggestions, or additional resources to add, feel free to open a pull request or create an issue.