Scalable Machine Learning with Dask
Scalable Machine Learning with Dask
Tom Augspurger Data Scientist
Hi! I'm Tom
? I work at Anaconda on dask, pandas, & ML things
? 2018 Anaconda, Inc. All Rights Reserved.
2
Machine Learning Workflow
It's not just .fit(X, y)
Machine Learning Workflow
? Understanding the problem, objectives ? Reading from data sources ? Exploratory analysis ? Data cleaning ? Modeling ? Deployment and reporting
4
The Numeric Python Ecosystem
Jake Vanderplas PyCon 2017 Keynote
Bokeh
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