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Tamara Louie: Applying Statistical Modeling & Machine Learning to Perform Time-Series Forecasting

Python

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NumFOCUS

PyData

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learn

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python 3

data scientist

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PyCon

machine

learning

time

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forecasting

Автор: PyData

Загружено: 29 нояб. 2018 г.

Просмотров: 77 716 просмотров

Описание:

PyData LA 2018

Forecasting time-series data has applications in many fields, including finance, health, etc. There are potential pitfalls when applying classic statistical and machine learning methods to time-series problems. This talk will give folks the basic toolbox to analyze time-series data and perform forecasting using statistical and machine learning models, as well as interpret and convey the outputs.

Slides - https://www.slideshare.net/PyData/app...
---

www.pydata.org

PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.

PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases. 00:00 Welcome!
00:10 Help us add time stamps or captions to this video! See the description for details.

Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/numfocus/YouTubeVi...

Tamara Louie: Applying Statistical Modeling & Machine Learning to Perform Time-Series Forecasting

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