SDS Seminar Series – Dr. David Moriarty
Sep
29
2023

Sep
29
2023
Description
The Fall 2023 SDS Seminar Series continues on September 29th from 2:00 p.m. to 3:00 p.m. with David Moriarty (Director, Machine Learning & Data Science at Apple). This event is in-person.
Title: A Data Science Journey in Business
Abstract: Data science in business has been a journey. Twenty-five years ago business practitioners of data science were called data miners. Their specialty was known as business intelligence or business analytics. As those descriptors have lost favor, new terms like data science and AI/ML have emerged and become all the rage. While the names may be transient, the practice of applied data science in business has changed little over this tenure. In this talk, I will describe my journey over the last 25 years applying statistical algorithms to business problems. Through examples of successes and failures, I will show how applied data science is often more craft than science. I will discuss lessons learned, common pitfalls, and important factors that drive impact. Finally, I will show how success depends less on the latest algorithms and more on selecting the best opportunities.
Location
Moffett Molecular Biology Building (MBB) 1.210
Share
Other Events in This Series
Mar
22
2024
SDS Seminar Series – Dr. Sivaraman Balakrishnan
Statistical Inference for Optimal Transport
2:00 pm – 3:00 pm • In Person
Speaker(s): Sivaraman Balakrishnan
Mar
29
2024
SDS Seminar Series – Dr. Purna Sarkar
Some New Results for Streaming Principal Component Analysis
2:00 pm – 3:00 pm • In Person
Speaker(s): Purna Sarkar
Apr
12
2024
SDS Seminar Series – Dr. Daniela Witten
Data Thinning and Its Applications
2:00 pm – 3:00 pm • In Person
Apr
19
2024
SDS Seminar Series – Dr. William Rosenberger
Design and Inference for Enrichment Trials with a Continuous Biomarker
2:00 pm – 3:00 pm • In Person
Speaker(s): William Rosenberger
Apr
26
2024
SDS Seminar Series – Dr. Bodhisattva Sen
Extending the Scope of Nonparametric Empirical Bayes
2:00 pm – 3:00 pm • In Person
Speaker(s): Bodhisattva Sen
Sep
6
2024
SDS Seminar Series – Christine Peterson, University of Texas MD Anderson Cancer Center
New Methods for Microbiome Data Integration
2:00 pm – 3:00 pm • In Person
Speaker(s): Christine Peterson
Sep
13
2024
SDS Seminar Series – Matthew Vanaman, University of Texas at Austin
Data Analysis from the Zoo to the Wild and Back
2:00 pm – 3:00 pm • In Person
Speaker(s): Matthew Vanaman
Sep
20
2024
SDS Seminar Series – Saptarshi Roy, University of Texas at Austin
On the Computational Complexity of Private High-dimensional Model Selection
2:00 pm – 3:00 pm • In Person
Speaker(s): Saptarshi Roy
Sep
27
2024
SDS Seminar Series – Abhra Sarkar, University of Texas at Austin
(Bayesian) Semiparametric Local Inference (and Other Stories)
2:00 pm – 3:00 pm • In Person
Speaker(s): Abhra Sarkar
Oct
4
2024
SDS Seminar Series – Huiyan Sang, Texas A&M University
GS-BART: Graph Split Additive Decision Trees for Spatial and Network Data
2:00 pm – 3:00 pm • In Person
Speaker(s): Huiyan Sang