Welcome to the Math Fundamentals project! This project provides a general overview of basic mathematics used in deep learning and many machine learning projects. The project is implemented in a Jupyter Notebook named Math Fundamental(Pandas & Numpy ).ipynb
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This project covers essential mathematical concepts and operations using the Pandas and Numpy libraries. It aims to provide a solid foundation in mathematics, which is crucial for understanding deep learning and machine learning algorithms.
- 📂 Data manipulation using Pandas.
- 📐 Basic mathematical operations using Numpy.
- 📉 Linear algebra, calculus, and statistical operations.
- 🔍 Exploratory data analysis.
To get started with the Math Fundamentals project, follow these steps:
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Clone the repository:
git clone https://github.com/syed-muqtasid-ali/math-fundamentals.git
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Navigate to the project directory:
cd math-fundamentals
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Install the required dependencies:
pip install -r requirements.txt
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Ensure you have the necessary dependencies installed (see Installation section).
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Open the Jupyter Notebook:
jupyter notebook "Math Fundamental(Pandas & Numpy ).ipynb"
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Follow the instructions within the notebook to perform various mathematical operations and data manipulations.
For any questions or inquiries, please feel free to contact me via LinkedIn:
This project is licensed under the MIT License. See the LICENSE file for details.
Happy Learning! 🎓