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Code refactoring

June 20, 2025

The process of improving existing code.

Take a look at this useful website,Refactoring - Introduction and Its Techniques - GeeksforGeeks https://www.geeksforgeeks.org/software-engineering/refactoring-introduction-and-its-techniques/

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Python road map

January 02, 2025

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FireDucks makes Pandas 125x Faster (changing one line of code) 🧠 Pandas has some major limitations: - Pandas only uses a single CPU core. - It often creates memory-heavy DataFrames. - Its eager (immediate) execution prevents global optimization of operation sequences. FireDucks is a highly optimized, drop-in replacement for Pandas with the same API. There are three ways to use it: 1) Load the extension: ↳ %𝐥𝐨𝐚𝐝_𝐞𝐱𝐭 𝗳𝗶𝗿𝗲𝗱𝘂𝗰𝗸𝘀.𝐩𝐚𝐧𝐝𝐚𝐬; 𝗶𝗺𝗽𝗼𝗿𝘁 𝗽𝗮𝗻𝗱𝗮𝘀 𝗮𝘀 𝗽𝗱 2) Import FireDucks instead of Pandas: ↳ 𝐢𝐦𝐩𝐨𝐫𝐭 𝗳𝗶𝗿𝗲𝗱𝘂𝗰𝗸𝘀.𝐩𝐚𝐧𝐝𝐚𝐬 𝐚𝐬 𝐩𝐝 3) If you have a Python script, execute is as follows: ↳ 𝗽𝘆𝘁𝗵𝗼𝗻3 -𝗺 𝗳𝗶𝗿𝗲𝗱𝘂𝗰𝗸𝘀.𝗽𝗮𝗻𝗱𝗮𝘀 𝗰𝗼𝗱𝗲.𝗽𝘆 Done! ✔️ A performance comparison of FireDucks vs. DuckDB, Polars, and Pandas is shown in the video below. Official benchmarks indicate: ↳ Modin: ~1.0x faster than Pandas ↳ Polars: ~57x faster than Pandas ↳ FireDucks: ~125x faster than Pandas Credit- Ultan...

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Top excel formula,master it

March 04, 2025

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About Me

ETHIOTECH: My name is Addisu. I am a biomedical and electronics engineer. I graduated from the Vellore Institute of Technology in 2022. I have a Bachelor of Technology degree in Biomedical Engineering and Electronics. I have experience working as a medical oxygen plant operator. Currently, I am a data science student at Skoltech University. I am passionate about learning about AI. My area of interest is the application of AI in health care. Also, I would like to share spiritual content on this blog. I will update some important AI topics on courses such as ML, DL, and CV. More over, I will share with you some advanced projects on the application of AI in health care, agriculture, and business. Stay updated

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TECH AND SCIENCE CONTENT BELOG.

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Code refactoring

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Python road map

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