๐Ÿฑ ๐—ฆ๐—ถ๐—บ๐—ฝ๐—น๐—ฒ ๐—ฆ๐˜๐—ฒ๐—ฝ๐˜€ ๐˜๐—ผ ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐——๐—ผ๐—ฐ๐—ธ๐—ฒ๐—ฟ ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ

Data science projects are often tricky to manage because of their complex dependencies, version conflicts, and the infamous โ€œit works on my machineโ€ issues. One day, your model runs flawlessly on your local setup, and the next, your colleague canโ€™t reproduce the results โ€” maybe theyโ€™re using a different Python version, missing some libraries, or…

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