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Python for Engineers

Python Programming for MATLAB® Users

The course is intended for engineers with MATLAB® experience that are interested in applying their knowledge and skills using the Python programming language.

The course combines practical programming skills in the Python programming language with a comprehensive overview of major numerical, mathematical, and statistical libraries. The course is taught entirely using interactive notebooks and includes hands-on exercises.

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Introduction to Python

One Day Workshop on Data Science with Python for Developers and Engineers

This one day workshop is intended for software developers and engineers interested in a quick introduction to the Python programming language and its use for data science.

The one day workshop combines an introduction to the basics of the Python programming language with a preview of the common tools used for data analysis and visualization. The workshop is taught entirely using interactive notebooks and includes hands-on exercises.

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Machine Learning with Python

One Day Workshop on Data Analysis and Machine Learning with Python

The workshop is intended for developers and engineers with Python experience interested in machine learning with Python.

The one day workshop provides an introduction to common tools used for data analysis and visualization in Python and to libraries used for machine learning (scikit-learn). The course is taught entirely using interactive notebooks and includes hands-on exercises.

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Bayesian Inference with Python

One Day Workshop on Bayesian Onferenece with Python

The workshop is intended for developers and engineers with Python experience interested in Bayesian inference with Python.

The one day workshop provides an introduction to Bayesian inference, including a comparison to maximum likelihood inference, use in linear models, approximate Bayesian computation, and use of popular Bayesian libraries (emcee or PyMC3). The course is taught entirely using interactive notebooks and includes hands-on exercises.