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The official Jupyter Conference
Aug 21-22, 2018: Training
Aug 22-24, 2018: Tutorials & Conference
New York, NY

Visualizing machine learning models in the Jupyter Notebook (sponsored by Bloomberg LP)

Chakri Cherukuri (Bloomberg LP)
1:50pm–2:30pm Thursday, August 23, 2018
Sponsored
 Location: Regent Parlor
Average rating: ****.
(4.50, 2 ratings)
Download slides (PDF)

What you'll learn

  • Explore and learn how to use the interactive widget ecosystem available in the Jupyter notebook

Description

Chakri Cherukuri offers an overview of the interactive widget ecosystem available in the Jupyter notebook, including ipywidgets and bqplot, and illustrates how Jupyter widgets can be used to build rich visualizations of machine learning models. Along the way, Chakri walks you through algorithms like regression, clustering, and optimization and shares a wizard for building and training deep learning models with diagnostic plots.

This session is sponsored by Bloomberg LP.

Photo of Chakri Cherukuri

Chakri Cherukuri

Bloomberg LP

Chakri Cherukuri is a senior researcher in the Quantitative Financial Research Group at Bloomberg LP. His research interests include quantitative portfolio management, algorithmic trading strategies, and applied machine learning. Chakri has extensive experience in numerical computing and software development. Previously, he built analytical tools for the trading desks at Goldman Sachs and Lehman Brothers. He holds an undergraduate degree in engineering from the Indian Institute of Technology, Madras, an MS in computer science from Arizona State University, and an MS in computational finance from Carnegie Mellon University.