101 Python examples, an assortment of problem statements and simple prototypes. 💡
Feel free to fork, add examples and submit a PR.
Python was my first programming language. In 2025, I wanted to pay tribute to Python for making the beginning of my programming journey wonderful by doing some time travel. Well, let's just assume it's possible, in an ideal world. I'm going to go back to my past self when I started learning Python. 👇
In ordinary human language, I want to give back to the community by making a simple, and easily understandable collection of examples accessible for beginners in Programming and Computer Science / Engineering. Hopefully this will encourage more people to take up programming and realise the fun and potential to improve the world that this discipline and art brings. ✨
Please follow the instructions in the Virtual Environment Guide to set up your virtual environment.
NOTE: This is to ensure that all dependencies are installed and the environment is set up correctly when running the notebooks.
- Basic Python Exercises
- Todo List
- Dependency Version checker
- CrewAI - Your Thoughts On
- oLlama: quick start
- Youtube Transcript API Markdown Formatter
- OpenAI: Prompt Optimization
- Context Adherence
- OpenAI: Quote Generator
- Text2SQL
- Dream Interpretor
- Advance PRD Generation
- Groq Mini PM
- Grow Pandas AI Data Analyst
- Essay Writer
- Gita Advisor
- Linkedin Post Analyzer
- OpenAI: Wayfarer Alpha
- Firecrawl Langchain Documentation RAG
- Langchang: Pubmed
- Langchain Jina Company Research
- Needle in a Haystack
- OpenAI: Self Learning Text Summarization
- Asli Engineering RAG Phi4
- Phi4: tool use
- EasyLLM
- Twitter Sentiment Analysis
- Pytorch: Housing Prices
- Toolhouse: System Design
- Toolhouse: Code Interpretor
- Deno basics
- Practical Reverse Engineering
- Interview Assistant
- Hot Readme Generator
- Fake News & Misinformation Detector - Document / Verify
- Hello World - Delete / Document / Act.
- Grow Info Density
- Language Translator
- Chatbot - Do / Act.
- Counter App - Do / Act.
- Calculator - Do / Act.
- Recipe Maker - Do / Act.
- OpenAI: Tool Use - Document
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Aditya Patange (Knowledge Engineer, The Hackers Playbook)
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Sarvesh Bhujle (Software Engineer, The Hackers Playbook)
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Shantanu Borkar (Founder's Office Associate, The Hackers Playbook)
This project is licensed under the AGPL v3. See the LICENSE file for details.
"Python runs faster than my brain. (with a small 'b')" — The (un)Initiated 🧠