[D] What are the necessary python framework(s) to learn to become an AI/ML dev? A.K.A Complete Roadmap.

This page summarizes the projects mentioned and recommended in the original post on reddit.com/r/learnmachinelearning

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  • examples

    TensorFlow examples (by tensorflow)

    Deep learning: tensorflow, pytorch

  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Deep learning: tensorflow, pytorch

  • talent.io

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  • plotly

    The interactive graphing library for Python (includes Plotly Express) :sparkles:

    Data visualization: matplotlib, seaborn, bokeh, dash / plotly, etc.

  • Pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Data manipulation: pandas, numpy

  • NumPy

    The fundamental package for scientific computing with Python.

    Data manipulation: pandas, numpy

  • Scout APM

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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