So Your Company Wants to Do AI?

medium.com

Seasoned advice from industry veteran Eder Santana to those thinking about heading off the AI division at their company. TLDR:
1.  Don’t let data leave your engineers hanging: make it easy to access, load and use data, don't make this a bottleneck for your engineers

2. Start with something you can visualize: use something like Tensorboard to explore and get a feel for the data and your models.

3.  Define your validation/hard cases dataset early on: make sure you are clear on how you measure performance, think deeply about validation

4. Premature scaling is the main reason of death of early stage startups: an old lesson given new relevance by the hardware demands of deep learning, only scale up infrastructure if absolutely necessary

Read more...
Linkedin

Want to receive more content like this in your inbox?