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You Don't Need a Math PhD for Data Science — You Need to Stop Skipping the Boring Step
jasonl888 profile

You Don't Need a Math PhD for Data Science — You Need to Stop Skipping the Boring Step

#datascience #careerchange #statistics #datacleaning
Comments
4 min read
Your eval monitor fired on four days this week. At your sample size, that was the most likely count
maya_andersson_dev profile

Your eval monitor fired on four days this week. At your sample size, that was the most likely count

#monitoring #statistics #observability
Comments
8 min read
Run forty experiments against one eval set and you will find an improvement that is not there
maya_andersson_dev profile

Run forty experiments against one eval set and you will find an improvement that is not there

#llm #statistics #datascience #testing
Comments 3
4 min read
Part 6 - STATISTICS
sami21234 profile
Sami

Part 6 - STATISTICS

#mathematics #statistics
Comments
8 min read
Your eval monitor fired on four days this week. At your sample size, that was the most likely count
maya_andersson_dev profile

Your eval monitor fired on four days this week. At your sample size, that was the most likely count

#llmevaluation #monitoring #statistics #observability
1
Comments
8 min read
Upgrading the judge ends one score series and starts another
maya_andersson_dev profile

Upgrading the judge ends one score series and starts another

#llm #statistics #datascience #testing
5
Comments
9 min read
One account was 29% of the subset my recommendation rested on. I'm retracting the recommendation.
theopslog profile

One account was 29% of the subset my recommendation rested on. I'm retracting the recommendation.

#mcp #statistics #data #opensource
1
Comments
6 min read
AI told me a method didn't work. It had barely run it.
gogyo profile
gogyo

AI told me a method didn't work. It had barely run it.

#ai #datascience #statistics #testing
Comments
18 min read
Beyond the Mean: An Engineer's Guide to Making Decisions with Statistical Inference
wolfof420street profile

Beyond the Mean: An Engineer's Guide to Making Decisions with Statistical Inference

#statistics #datascience #machinelearning #engineering
1
Comments
11 min read
Why "Accuracy" Is the Wrong Metric for Probabilistic Prediction Models
mashi_mashi_3092153ef1ab5 profile

Why "Accuracy" Is the Wrong Metric for Probabilistic Prediction Models

#machinelearning #datascience #statistics #python
Comments
4 min read
Your A/B test has three goals and they disagree. Now what?
opti-behavior profile

Your A/B test has three goals and they disagree. Now what?

#statistics #privacy #php #wordpress
Comments
7 min read
A noisy judge does not just add error bars. It shrinks the effect you are trying to measure.
maya_andersson_dev profile

A noisy judge does not just add error bars. It shrinks the effect you are trying to measure.

#statistics #llm #datascience #testing
1
Comments
11 min read
Part 5 - STATISTICS
sami21234 profile
Sami

Part 5 - STATISTICS

#statistics #beginners
Comments
6 min read
I read the metric libraries of five widely-used eval tools. The metric was never the hard part.
maya_andersson_dev profile

I read the metric libraries of five widely-used eval tools. The metric was never the hard part.

#llm #opensource #statistics #testing
Comments 3
7 min read
How many outcomes before you can quote a percentage?
dys5315 profile

How many outcomes before you can quote a percentage?

#machinelearning #datascience #python #statistics
1
Comments
4 min read
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