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% Document Info
\author{Muhammad Usman Asghar (musmankkh)}
\pdfinfo{
  /Title (python-beginner-to-advanced.pdf)
  /Creator (Cheatography)
  /Author (Muhammad Usman Asghar (musmankkh))
  /Subject (Python Beginner to Advanced Cheat Sheet)
}

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\noindent
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    {\parbox{\dimexpr\textwidth-2\fboxsep\relax}{\noindent
        \hspace*{-6pt}\includegraphics[width=5.8cm]{/web/www.cheatography.com/public/images/cheatography_logo.pdf}}
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\begin{tabulary}{11cm}{L}
    \vspace{-2pt}\large{\bf{\textcolor{DarkBackground}{\textrm{Python Beginner to Advanced Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{Muhammad Usman Asghar (musmankkh)} via \textcolor{DarkBackground}{\uline{cheatography.com/214866/cs/46789/}}}
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  \mymulticolumn{2}{p{5.377cm}}{\bf\textcolor{white}{Cheatographer}}  \\
  \vspace{-2pt}Muhammad Usman Asghar (musmankkh) \\
  \uline{cheatography.com/musmankkh} \\
  \end{tabulary}
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  \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Cheat Sheet}}  \\
   \vspace{-2pt}Published 3rd August, 2025.\\
   Updated 3rd August, 2025.\\
   Page {\thepage} of \pageref{LastPage}.
\end{tabulary}
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  %\includegraphics[width=48px,height=48px]{dave.jpeg}
  Measure your website readability!\\
  www.readability-score.com
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Single line: Use `\#` symbol \newline % Row Count 2 (+ 1)
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Inline comments: Add `\#` at end of line  \newline % Row Count 4 (+ 1)
{\bf{Print Function}} \newline % Row Count 5 (+ 1)
Basic output: `print()` function displays text \newline % Row Count 6 (+ 1)
Multiple values: Separate with commas \newline % Row Count 7 (+ 1)
String formatting: Use `f-strings, format(), or \%` formatting. \newline % Row Count 9 (+ 2)
{\bf{Indentation}} \newline % Row Count 10 (+ 1)
Critical in Python - Defines code blocks \newline % Row Count 11 (+ 1)
Use 4 spaces - Standard convention \newline % Row Count 12 (+ 1)
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• Return: Output value \newline % Row Count 4 (+ 1)
• Docstrings: Documentation \newline % Row Count 5 (+ 1)
{\bf{Arguments}} \newline % Row Count 6 (+ 1)
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• Keyword: Use parameter names \newline % Row Count 8 (+ 1)
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• Variable: {\emph{args, }}*kwargs \newline % Row Count 10 (+ 1)
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• Generator: Uses yield \newline % Row Count 15 (+ 1)
{\bf{Scope}} \newline % Row Count 16 (+ 1)
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• print(): Output to console \newline % Row Count 2 (+ 1)
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• len(): Sequence length \newline % Row Count 4 (+ 1)
• type(): Object type \newline % Row Count 5 (+ 1)
• isinstance(): Check type \newline % Row Count 6 (+ 1)
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• int(), float(), str() \newline % Row Count 8 (+ 1)
• list(), tuple(), set() \newline % Row Count 9 (+ 1)
• ord(), chr(): Char conversion \newline % Row Count 10 (+ 1)
{\bf{Mathematical}} \newline % Row Count 11 (+ 1)
• abs(): Absolute value \newline % Row Count 12 (+ 1)
• round(): Round numbers \newline % Row Count 13 (+ 1)
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• sum(): Sequence sum \newline % Row Count 15 (+ 1)
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{\bf{Reading}} \newline % Row Count 6 (+ 1)
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{\bf{Writing}} \newline % Row Count 11 (+ 1)
write(): Write string \newline % Row Count 12 (+ 1)
writelines(): Write list \newline % Row Count 13 (+ 1)
Context manager: with statement \newline % Row Count 14 (+ 1)
`\textless{}/div\textgreater{}` \newline % Row Count 15 (+ 1)
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• Class variables – Data shared by all instances \newline % Row Count 7 (+ 2)
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• Packing/Unpacking: Multiple assignment \newline % Row Count 9 (+ 1)
• Faster than lists \newline % Row Count 10 (+ 1)
{\bf{Dictionaries}} \newline % Row Count 11 (+ 1)
• Key-value pairs, mutable \newline % Row Count 12 (+ 1)
• Methods: `get(), keys(), values()` \newline % Row Count 13 (+ 1)
• Access: dict{[}key{]} or dict.get(key) \newline % Row Count 14 (+ 1)
• Update: update(), pop() \newline % Row Count 15 (+ 1)
{\bf{Sets}} \newline % Row Count 16 (+ 1)
• Unordered, unique elements \newline % Row Count 17 (+ 1)
• Methods: `add(), remove(), union()` \newline % Row Count 18 (+ 1)
• Operations: intersection, difference \newline % Row Count 19 (+ 1)
• Membership: fast in testing% Row Count 20 (+ 1)
} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

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\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Industry Applications}}  \tn
\SetRowColor{white}
\mymulticolumn{1}{x{17.67cm}}{{\bf{Web Development}} \newline % Row Count 1 (+ 1)
• Backend APIs – RESTful services, GraphQL \newline % Row Count 2 (+ 1)
• Full-stack frameworks – Django, FastAPI \newline % Row Count 3 (+ 1)
• Microservices – Flask, FastAPI \newline % Row Count 4 (+ 1)
• Content management – Django CMS, Wagtail \newline % Row Count 5 (+ 1)
{\bf{Data Science \& Analytics}} \newline % Row Count 6 (+ 1)
• Data analysis – Pandas, NumPy \newline % Row Count 7 (+ 1)
• Machine learning – Scikit-learn, TensorFlow, PyTorch \newline % Row Count 9 (+ 2)
• Data visualisation – Matplotlib, Seaborn, Plotly \newline % Row Count 11 (+ 2)
• Big data – PySpark, Dask \newline % Row Count 12 (+ 1)
{\bf{Automation \& Scripting}} \newline % Row Count 13 (+ 1)
• System administration – Automate server tasks \newline % Row Count 15 (+ 2)
• Web scraping – BeautifulSoup, Scrapy \newline % Row Count 16 (+ 1)
• Task automation – Schedule, monitor processes \newline % Row Count 18 (+ 2)
• DevOps tools – Ansible, Fabric \newline % Row Count 19 (+ 1)
{\bf{Scientific Computing}} \newline % Row Count 20 (+ 1)
• Research computing - SciPy ecosystem \newline % Row Count 21 (+ 1)
• Bioinformatics – BioPython \newline % Row Count 22 (+ 1)
• Astronomy – AstroPy \newline % Row Count 23 (+ 1)
• Physics simulations – NumPy, SciPy \newline % Row Count 24 (+ 1)
{\bf{Game Development}} \newline % Row Count 25 (+ 1)
• Pygame – 2D game development \newline % Row Count 26 (+ 1)
• Panda3D – 3D game engine \newline % Row Count 27 (+ 1)
• Game scripting – Embed Python in games \newline % Row Count 28 (+ 1)
• Game tools – Level editors, asset pipelines% Row Count 29 (+ 1)
} \tn 
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\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
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\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Learning Resources}}  \tn
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\mymulticolumn{1}{x{17.67cm}}{{\bf{Official Documentation}} \newline % Row Count 1 (+ 1)
• python.org – Official Python documentation \newline % Row Count 2 (+ 1)
• PEP documents – Python Enhancement Proposals \newline % Row Count 4 (+ 2)
• Library reference – Standard library documentation \newline % Row Count 6 (+ 2)
• Language reference – Complete language specification \newline % Row Count 8 (+ 2)
{\bf{Online Tutorials}} \newline % Row Count 9 (+ 1)
• W3Schools \newline % Row Count 10 (+ 1)
• Python.org tutorial  \newline % Row Count 11 (+ 1)
• Real Python \newline % Row Count 12 (+ 1)
• Codecademy \newline % Row Count 13 (+ 1)
{\bf{Practice Platforms}} \newline % Row Count 14 (+ 1)
• LeetCode – Coding interview preparation \newline % Row Count 15 (+ 1)
• HackerRank  – Programming challenges \newline % Row Count 16 (+ 1)
• Codewars – Coding kata and challenges \newline % Row Count 17 (+ 1)
• Project Euler – Mathematical programming problems% Row Count 19 (+ 2)
} \tn 
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\end{tabularx}
\par\addvspace{1.3em}



\end{document}