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Activity Number: 200 - Introductory Overview Lecture: Data Science: A Collaboration of Statistics and Computer Science
Type: Invited
Date/Time: Monday, July 31, 2017 : 2:00 PM to 3:50 PM
Sponsor: JSM Partner Societies
Abstract #325449 View Presentation
Title: Statistical Learning with Big Data
Author(s): Robert Tibshirani*
Companies: Stanford University
Keywords:
Abstract:

In this introductory lecture I will discuss modern statistical and machine learning tools for the analysis of large datasets. Methods discussed will include sparsity-based approaches (Lasso and friends), random forests, boosting and deep learning, and I will show examples in medicine and other areas of science.


Authors who are presenting talks have a * after their name.

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