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

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This presentation was recorded at GOTOpia Chicago 2021. #GOTOcon #GOTOpia
http://gotochgo.com

Catherine Gamboa - Machine Learning Global Educationalist

ABSTRACT
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 [...]

TIMECODES
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:
https://gotochgo.com/2021/sessions/1795/the-role-of-software-developers-in-machine-learning

RECOMMENDED BOOKS
Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ
Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg
Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x
Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP
Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • https://amzn.to/2XZaQy8

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