Best tools/frameworks for data science in 2024?
Hey fellow data nerds! What tools/frameworks are you using for your DS projects these days? Still pandas/sklearn or any cool new libraries? Also, thoughts on Julia vs Python for DS?
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Don't forget cloud platforms. AWS Sagemaker, Azure ML etc becoming essential for prod DS
Loving Polars as pandas alternative. Much faster for large datasets
For classic ML, sklearn still gold standard. But check out libraries like RAPIDS for GPU acceleration
Julia great for numerical computing but Python ecosystem still unbeatable for general DS
Pytorch all the way for DL. Way more flexible than TensorFlow