python_basics.pdf
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I've just compiled a set of clean and powerful Python Cheat Sheets to help beginners and intermediates speed up their coding workflow.
Whether you're brushing up on the basics or diving into data science, these sheets will save you time and boost your productivity.
Python Basics
Jupyter Notebook Tips
Importing Libraries
NumPy Essentials
Pandas Overview
Perfect for students, developers, and anyone looking to keep essential Python knowledge at their fingertips.
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SVM algorithms, decision tree
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Polars.pdf
391.5 KB
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Anyone trying to deeply understand Large Language Models.
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βοΈ Paper Link: arxiv.org/pdf/2501.09223
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Supervised Learning: Classification and Regression
Download: https://faculty.ucmerced.edu/mcarreira-perpinan/teaching/CSE176/lecturenotes.pdf
Download: https://faculty.ucmerced.edu/mcarreira-perpinan/teaching/CSE176/lecturenotes.pdf
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Self-attention in LLMs, clearly explained
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Forwarded from Python | Machine Learning | Coding | R
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Forwarded from Data Science Jupyter Notebooks
This well-structured GitHub repository is a goldmine for beginners who want to learn PyTorch with hands-on examples and clear explanations
π Jupyter Notebooks with interactive code.π§ Step-by-step tutorials on Tensors, Autograd, and Neural Networks.πΌ Real-world mini-projects like image classification.β Practical guides on using GPU with PyTorch.β Beginner-friendly but also great for revision.
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Mathematics for Computer Science
Book Details
- Discrete Mathematics: An Open Introduction
- By Oscar Levin
- 2025 Edition
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discrete.openmathbooks.org/pdfs/dmoi4.pdf
Book Details
- Discrete Mathematics: An Open Introduction
- By Oscar Levin
- 2025 Edition
- 547 pages
π Download the Book
discrete.openmathbooks.org/pdfs/dmoi4.pdf
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