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@@ -40,7 +40,7 @@ An in-depth guide to mastering **NumPy**, covering fundamental to advanced array
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- 👨‍💻 **Programming Fundamentals**
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- Proficiency in **Python** (data types, control structures, functions, classes, etc.).
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- My Python Workshop: [github.com/mr-pylin/python-workshop](https://github.com/mr-pylin/python-workshop)
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- My Python Workshop: [**github.com/mr-pylin/python-workshop**](https://github.com/mr-pylin/python-workshop)
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- 🔣 **Mathematics for Machine Learning**
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- 🔲 **Linear Algebra**: Vectors, matrices, matrix operations.
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- [**Linear Algebra Review and Reference**](https://www.cs.cmu.edu/%7Ezkolter/course/linalg/linalg_notes.pdf) written by [*Zico Kolter*](https://zicokolter.com).
@@ -118,19 +118,19 @@ Installing `matplotlib` and `pandas` is **OPTIONAL**. They are used exclusively
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- **Pandas**
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- A powerful, open-source data analysis and manipulation library built on top of NumPy for Python
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- Official site: [pandas.pydata.org](https://pandas.pydata.org/)
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- My Pandas Workshop: [Coming Soon](https://github.com/mr-pylin/#)
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- My Pandas Workshop: [**Coming Soon**](https://github.com/mr-pylin/#)
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- **Data Visualization**
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- A comprehensive collection of Python libraries for creating static, animated, and interactive visualizations: **Matplotlib**, **Seaborn**, and **Plotly**.
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- Official sites: [matplotlib.org](https://matplotlib.org/) | [seaborn.pydata.org](https://seaborn.pydata.org/) | [plotly.com](https://plotly.com/)
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- My MatPlotLib Workshop: [github.com/mr-pylin/data-visualization-workshop](https://github.com/mr-pylin/data-visualization-workshop)
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- My MatPlotLib Workshop: [**github.com/mr-pylin/data-visualization-workshop**](https://github.com/mr-pylin/data-visualization-workshop)
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- **PyTorch**
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- An open-source **machine learning** library for Python developed by [**Meta AI**](https://ai.meta.com/), used for applications such as **deep learning** and **neural networks**.
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- Official site: [pytorch.org](https://pytorch.org/)
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- My PyTorch Workshop: [github.com/mr-pylin/pytorch-workshop](https://github.com/mr-pylin/pytorch-workshop)
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- My PyTorch Workshop: [**github.com/mr-pylin/pytorch-workshop**](https://github.com/mr-pylin/pytorch-workshop)
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- **Media Processing**
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- A comprehensive resource to explore media processing, from fundamental concepts to advanced techniques.
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- Official sites: [opencv.org](https://opencv.org/) | [scikit-image.org](https://scikit-image.org/) | [pillow.readthedocs.io](https://pillow.readthedocs.io/en/stable/index.html) | [scipy.org](https://scipy.org/)
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- My Media Processing Workshop: [github.com/mr-pylin/media-processing-workshop](https://github.com/mr-pylin/media-processing-workshop)
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- My Media Processing Workshop: [**github.com/mr-pylin/media-processing-workshop**](https://github.com/mr-pylin/media-processing-workshop)
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## 🔍 Find Me
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