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.
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.
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.
To get started, clone this repository to your local machine:
git clone https://github.com/Samarth4023/Probability-Statistics.gitYou can start exploring the notebooks and scripts by navigating to the respective directories. For Jupyter notebooks, launch JupyterLab or Jupyter Notebook:
jupyter labOr
jupyter notebookThen open the notebooks in the notebooks/ directory to begin your learning journey.
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.
If you have any questions, suggestions, or feedback, please feel free to reach out to me:
- ✉️ Email: samarthpujari249@gmail.com
- 🐙 GitHub: Your GitHub Profile
Happy Learning! 📚🚀