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

• examples

  143 7,742 6.2 Jupyter Notebook

  TensorFlow examples (by tensorflow)

  

Deep learning: tensorflow, pytorch

• Pytorch

  336 77,783 10.0 Python

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  

Deep learning: tensorflow, pytorch

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• plotly

  65 15,247 9.4 Python

  The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

  

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

• Pandas

  393 41,923 10.0 Python

  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

  272 26,360 10.0 Python

  The fundamental package for scientific computing with Python.

  

Data manipulation: pandas, numpy

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

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