Magnus Vilhelm Persson


Mastering Python Data Analysis

By Magnus Vilhelm Persson & Luiz Felipe Martins

Published : June/July 2016
Publisher : Packt Publishing
ISBN : 9781783553297

Buy the book directly from Packt Publishing or other online book stores, e.g. Amazon.
Read a small excerpt from the book here.

The analysis in the book is focussed on using Pandas, SciPy, Statsmodels, Pymc, scikit-learn and Matplotlib. All example code in Jupyter Notebook format, downloadable through the publishers website.

Topics covered include:

  • Statistical sample distributions
  • Linear regression
  • Cluster finding
  • Bayesian analysis
  • Supervised and unsupervised machine Learning
  • Time Series Analysis

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