Welcome to my collection of Jupyter notebooks that cover a wide range of topics in Python, NumPy, and Pandas—key tools for any data scientist’s arsenal. These notebooks are companions to my YouTube tutorial series, where I dive deep into each topic to ensure you understand not just the "how," but also the "why."
- Python Basics: Start from the ground up with variables, data types, loops, and functions.
- NumPy Mastery: Learn how to efficiently handle numerical data with NumPy arrays, operations, and broadcasting techniques.
- Pandas Proficiency: Get to grips with data manipulation and analysis using Pandas, from basic data structures to complex groupings and joins.
Each notebook is named sequentially to guide you through your learning journey.
For a comprehensive learning experience, follow along with the notebooks while watching the tutorial playlists on YouTube:
- Python Basics: Watch Here
- NumPy Mastery: Watch Here
- Pandas Proficiency: Watch Here
- Install Jupyter on your machine if you haven’t already.
- Clone this repository to your local machine using
git clone [repository-url]. - Navigate to the cloned directory.
- Start Jupyter by running
jupyter notebookin your terminal or command prompt. - Open any notebook and start coding along!
If you prefer to download individual notebooks, simply navigate to the desired .ipynb file and download it directly from GitHub.
Should you have any questions or wish to discuss the contents of these notebooks, please feel free to raise an issue here on GitHub or contact me on LinkedIn.
- YouTube: @balajichippada
- LinkedIn: Balaji Chippada
- Instagram: @balajichippada
Happy learning, and I hope these notebooks help you on your journey to becoming a data science expert!
© 2024 Balaji Chippada. All Rights Reserved.