Remove A/B Testing Remove Metrics Remove Workflows
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28 ways to grow supply in a marketplace — by Lenny Rachitsky, ex-Airbnb

Andrew Chen

The biggest gains in optimization don’t come from brute-force A/B tests, but from trying to understand the real barriers to people using your product. Retention metrics roundup of articles and links by Andrew Chen. Question: Is this a channel your competition hasn’t tried yet? Tactic #17: Optimize conversion. Here’s Why.

Retention 111
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Organizational Development: Theories on Organizational Change

Walk Me

The changes asked of team members can be small, such as moving to new workflow software or keeping digital records of their project progress. This action involves ongoing improvement to reduce costs and increase revenue to allow more significant profits, all directed by qualitative and quantitative metrics and analysis.

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Using Data to Increase Patient Engagement in Health Care

Harvard Business Review

We’ve also used the data to continuously improve our software and services; if some aspect of our product slows doctors down or creates more work for front-office staff, we can see the pain and adjust workflows to make it go away. We adjust our products to our clients’ behavior or workflows, acting as a benevolent invisible hand.

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The Kinds of Data Scientist

Harvard Business Review

These data scientists design, define, and implement metrics, run and interpret experiments, create dashboards, draw causal inferences, and generate recommendations from modeling and measurement. Data infrastructure: data ingestion, availability, operations, access, and running environments to support workflows of data scientists.

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28 ways to grow supply in a marketplace — by Lenny Rachitsky, ex-Airbnb

Andrew Chen

The biggest gains in optimization don’t come from brute-force A/B tests, but from trying to understand the real barriers to people using your product. Retention metrics roundup of articles and links by Andrew Chen. Question: Is this a channel your competition hasn’t tried yet? Tactic #17: Optimize conversion. Here’s Why.

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How to build a growth team – lessons from Uber, Hubspot, and others (50 slides)

Andrew Chen

There’s a long laundry list of skills that are critical, but not often considered core to the product: adtech integrations, signup funnel A/B testing, optimizing notification delivery, testing price points, testing cohort curves, etc. Yes, occasionally there are people who know all of it – but they are rare!

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Egnyte Architecture: Lessons learned in building and scaling a multi petabyte content platform

High Scalability

We deprecate/upgrade API signature following proper deprecation workflow and changes are always backward compatible. Combination of unit, functional, integration and performance tests. We also generate quite a bit of internal application metrics using a home grown framework. Do you do A/B testing? Miscellaneous.

Scaling 21