Strategy - Data Leaders Brief

Hitting the Gym With Neural Networks: Implementing a CNN to Classify Gym Equipment

Insight

JANUARY 14, 2020

Lauren Holzbauer was an Insight Fellow in Summer 2018. Later that night I found myself Googling, “gym equipment diagonal feet platform cushion triangle.” I was familiar with the strategy of using data augmentation techniques (such as flipping, shearing, zooming, etc.) What the heck! Let’s train a CNN with fake data!

Metrics

Metrics Optimization Modeling Testing

Themes and Conferences per Pacoid, Episode 12

Domino Data Lab

AUGUST 8, 2019

Secondly: some key insights discussed at Sci Foo finally clicked for me—after I’d heard them presented a few times elsewhere. If the field of data science had matured for over a decade, with tens of thousands of super-smart people flooding into highly sought data science roles, how did those kind of data blunders happen en masse?

Data Science

Data Science Machine Learning Data Governance Statistics

Data Leaders Brief

Hitting the Gym With Neural Networks: Implementing a CNN to Classify Gym Equipment

Themes and Conferences per Pacoid, Episode 12

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