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Getting Started with Scientific Python.- Probability.- Statistics.- Machine Learning.- Notation.
Dr. Jose Unpingco completed his PhD from the University of
California, San Diego in 1998 and has since worked in industry as
an engineer, consultant, and instructor on a wide-variety of
advanced data processing and analysis topics, with deep experience
in multiple machine learning technologies. He was the onsite
technical director for large-scale Signal and Image Processing for
the Department of Defense (DoD) where he also spearheaded the
DoD-wide adoption of scientific Python. As the primary scientific
Python instructor for the DoD, he has taught Python to over 600
scientists and engineers. Dr. Unpingco is currently the Technical
Director for Data Science for a non-profit Medical Research
Organization in San Diego, California.
"The purpose of this book is to introduce scientific Python to those who have a prior knowledge of probability and statistics as well as basic Python. ... this is a very valuable reference for those wishing to use these methods in a Python environment. ... I would strongly recommend this book for the intended audience or as a reference work. ... All in all, I strongly recommend this book for those who want to use Python in this area." (David E. Booth, Technometrics, Vol. 59 (2), April, 2017)