4.6 NumPy Random Number Generators (L04: Scientific Computing in Python)

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Random number generators and seeds are at the core of reproducible research. In this video, I show you how to use random number generators in NumPy.

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This video is part of my Introduction of Machine Learning course.

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  1. Sebastian Raschka
  2. python
  3. numpy
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This module is exactly what I needed for a project of ours. We have developed a complex Power BI dashboard for a client and want to reuse it for pitching to other potential clients, but with completely random data and/or synthetic data. Currently we developed a flow in SQL that allows us to reuse the same fact tables, but it is not very flexible and has some limitations, the stuff in this module should help me develop a solution in Python that would allow generation from scratch of the randomized fact tables. Awesome content, overall. This course basically has within an average Python course worth on content on Numpy, Scikit and Matplotlib, a ton of useful bits and pieces sprinkled throughout each module.

sefirot
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Nice video! The random.rand(seed) is actually deprecated in numpy, so the newer version you mention is the recomended

MrKrtek