AI and Deep Learning applications in Industry Kathy Copic VP, - - PowerPoint PPT Presentation

insightdatascience.com | insightdataengineering.com

Kathy Copic

The Insight Fellows Program

VP, Growth

insightdata.ai | insighthealthdata.com

AI and Deep Learning 
 applications in Industry

+

Insight Fellows are Data Scientists and Data Engineers at:

Silicon Valley ● New York ● Boston ● Seattle + many others…

Analytics & Decision Science Machine
 Learning
 Engineering AI & 
 Deep
 Learning Data Engineering

Data team segmentation

Analytics, experimentation, visualization Analytics & Decision Science

Products where Data is at the Core Machine
 Learning
 Engineering

When the 
 usual tools just 
 won’t do AI & 
 Deep Learning

Volume Velocity Variety Data
 Engineering

Insight Alumni in AI roles

Michel Trottier-McDonald, ATLAS, now at Opendoor Font Finder - a deep learning based font search engine

Baidu 1000 person team ML experts from academia, prototype models ML engineers from industry, put models into production Facebook AI Research (FAIR) Research Scientist: PhD, postdoc, many publications Research Engineer: Master’s, exposure to ML/AI

AI Researcher AI Engineer

Who are AI Professionals?

DATA SCIENCE

PROGRAMS LOCATIONS

SILICON VALLEY NEW YORK BOSTON

+ REMOTE

DATA ENGINEERING HEALTH DATA

Upcoming Session for AI NYC + Seattle: July 17 Application Deadline: May 22 All other sessions: Sept 5 — Application Deadline: June 27

ARTIFICIAL 
 INTELLIGENCE

SEATTLE

Questions?

kathy@insightdatascience.com Kathy Copic: LinkedIn @KathyScientist

Challenges academics face when making the transition

Tools Pace Product Vocabulary

Academia to Industry

Results published O(months) Results needed O(weekly), MVP Analysis for scientific community Results need to impact bottom line Technical/domain-specific jargon Business terms