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A guide to machine learning Part 2: Set yourself up for success
source link: https://www.mindtheproduct.com/a-guide-to-machine-learning-part-2-set-yourself-up-for-success/
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A guide to machine learning Part 2: Set yourself up for success
BY Eira Hayward ON NOVEMBER 21, 2022
The reduction in the cost of compute and a growing understanding of what the technology can do means that machine learning (ML) is starting to become a tool that any software company can use. But how do you set yourself up for success?
Here’s a rundown of the things you need to consider.
TL;DR
- Is the problem suitable for machine learning?
- Development takes longer
- You can outsource development
- Keep it agile
- Set very clear parameters
- Guard against unintended outcomes
- Don’t forget the user experience
- Rely on your product skills
Is it a problem machine learning can solve?
ML is good at classifying, at automating repetitive tasks, and at finding patterns in complex…
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