When Machine Learning Fails

Christopher Teixeira

April 1, 2021

A little about me

Christopher Teixeira

Principal Data Scientist

The MITRE Corporation

  • MS in Operations Research from George Mason University
  • BS in Mathematics from Worcester Polytechnic Institute

Tell me a little about you

Insert a poll on academic background

What is Machine Learning?

AI vs. Machine Learning vs. Deep Learning

What can it be used for?

Machine Learning can be great

  • Helps you

Sometimes things go wrong…

Sometimes they go even worse…

What are some causes for these issues?

How can you avoid these?

Thank you

Christopher Teixeira

linkedin.com/in/christopherteixeira @CT_Analytics