Modern Time Series Analysis | SciPy 2019 Tutorial | Aileen Nielsen
Enthought
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Enthought is a global consulting and software company that powers digital transformation for science. We solve complex data problems for the most innovative and respected organizations across the life sciences, material sciences, chemical, semiconductor, and energy industries. Enthought helps companies strategically leverage data modeling, simulation, machine learning and AI to accelerate scientific discovery and uncover new revenue opportunities through the transformation of processes, technologies, and people. Fun fact: We are the creators of the original SciPy package and founders of the popular annual conference for Scientific Computing with Python (SciPy). #digitaltransformation #python #scipy #machinelearning #ai #software #datascience #materialsinformatics #materialsscience #bioinformatics #biopharmaceutics #semiconductor #scienceandtechnology
Video Description
This tutorial will cover the newest and most successful methods of time series analysis. 1. Bayesian methods for time series 2. Adapting common machine learning methods for time series 3. Deep learning for time series These methods are producing state-of-the-art results in a variety of disciplines, and attendees will learn both the underlying concepts and the Python implementations and uses of these analytical approaches to generate forecasts and estimate uncertainty for a variety of scientific time series. Tutorial information may be found at https://www.scipy2019.scipy.org/tutorial-participant-instructions See the full SciPy 2019 playlist at https://www.youtube.com/playlist?list=PLYx7XA2nY5GcDQblpQ_M1V3PQPoLWiDAC Connect with us! ***************** https://twitter.com/enthought https://www.facebook.com/Enthought/ https://www.linkedin.com/company/enthought
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