Episode 2: Making Data Science Uncool Again
Vanishing Gradients
The Role of Competitions in Machine Learning and Data Science
Before cako, really pretty much the only way to prove yourself was to let write papers or get credentials. And i'm somebody who finds all that extremely uninteresting and yet, i don't like anything about the academic system. So for me, it helped make things more accessible - people all started seeing me as someone who was good at creating machine learning models even though I had never published a paper. It's also great for kind of high liding techniques that actually work, you know, like random forest.
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