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Introduction to Machine Learning
(an ad hoc presentation 😊)
AWS Chicago
February 28, 2019
Garrett Smith
https://guild.ai
- Run, track, and compare machine learning experiments
- Used by ML engineers and researchers in day-to-day
model training and deployment
- Used when automation and reproducibility is needed
- Open source (Apache 2)
https://chicago.ml
At chicago.ml you’ll find:
- Meetup link
- Slack link
- GitHub repo (website and project source code)
https://playground.tensorflow.org
Links mentioned
Machine Learning
Machine Learning by Coursera
The Master Algorithm by Pedro
Domingos
@guildai on Twitter - high quality
posts on ML
Deep Learning / Neural Networks
Neural Networks and Deep Learning
by Michael Nielsen
TensorFlow Playground

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Garrett Smith's Introduction to machine learning