A useful ML-geared linear algebra tutorial in Python

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  • handson-ml3

    A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

  • I’m reading Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien Géron, and I noticed that he included a whole Jupyter Notebook on linear algebra in the book’s accompanying GitHub page. Given how frequently there seem to be people asking about where to learn linear algebra on here, I thought I’d share in case anyone finds it useful (there’s also a differential calculus notebook in there too, which is great).

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    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.

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