What stage is most crucial in removing AI/Machine Learning bias?

Before data collection39%

When collecting data45%

When analyzing collected data15%

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IT Manager in Construction2 years ago

As data analyst, all of them. Take in mind also the number and typologies of features.

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HashiCorp (Terraform, Vault, Packer, etc.)22%

Cloud infra automation (Ansible, Puppet, Chef, etc.)56%

APM (Datadog, AppD, SignalFX, NewRelic, etc.)10%

Others?10%

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Benefits (healthcare, paid time off, etc.)7%

Hours flexibility22%

Location flexibility17%

Salary/income25%

Work-life balance14%

Workplace culture12%

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