The Role of Software Developers in Machine Learning • Catherine Gamboa • GOTO 2021

32:46 385 views 86% Published 2 months ago

This presentation was recorded at GOTOpia Chicago 2021. #GOTOcon #GOTOpia

Catherine Gamboa - Machine Learning Global Educationalist

Machine learning, it sounds sexy and everyone wants to do it. Before you get run over by the machine learning stampede, learn what is the role of the software developer in a machine learning project. (Hint: it’s big!) We’ll discuss machine learning systems and what a software developer needs to know about them to be successful in the brave new world of machine learning [...]

00:00 Intro
03:05 Agenda
03:22 What is the process for developing an ML project?
14:26 ML infrastructure is complicated
19:45 Where are the mismatches in the infrastructure?

Download slides and read the full abstract here:

Phil Winder • Reinforcement Learning •
Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) •
Lakshmanan, Robinson & Munn • Machine Learning Design Patterns •
Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision •
Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow •
#DataScience #ML #AI #MachineLearning #ArtificialIntelligence #Programming #MLInfrastructure

Looking for a unique learning experience?
Attend the next GOTO conference near you! Get your ticket at

SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily.

Watch on YouTube