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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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10 Real Airflow Incidents, 5 AI Models — Which One Handled Production Best?

Kaggle Benchmarking Challenge Submission

10 Real Airflow Incidents, 5 AI Models — Which One Handled Production Best?

Comments 1
4 min read
What an Over-Engineered Parity Classifier Taught Me About Representation

What an Over-Engineered Parity Classifier Taught Me About Representation

Comments 1
6 min read
Laya a decision making system one model.

Laya a decision making system one model.

Comments 1
2 min read
How I Built a Real-Time rPPG Heart Rate Tracker in Python (POS Algorithm & Butterworth Filtering)

How I Built a Real-Time rPPG Heart Rate Tracker in Python (POS Algorithm & Butterworth Filtering)

Comments 1
2 min read
Playoff Probability Calibration — LLMs vs. a Real Monte Carlo Model

Playoff Probability Calibration — LLMs vs. a Real Monte Carlo Model

Comments 1
4 min read
When a Failed Request Must Stay Failed: Reservation Replay

Kaggle Benchmarking Challenge Submission

When a Failed Request Must Stay Failed: Reservation Replay

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Comments 2
3 min read
How Uber Computes Estimated Time of Arrival (ETA)

How Uber Computes Estimated Time of Arrival (ETA)

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3 min read
LoRA & DoRA: The Math, Memory, and Trade-offs

LoRA & DoRA: The Math, Memory, and Trade-offs

Comments 2
8 min read
Do LLMs Actually Fix Tricky React Hooks, or Do They Just Cheat?

Do LLMs Actually Fix Tricky React Hooks, or Do They Just Cheat?

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Comments
3 min read
A Paused AI Workflow: Retry, Resume, or Keep Holding?

Kaggle Benchmarking Challenge Submission

A Paused AI Workflow: Retry, Resume, or Keep Holding?

Comments
4 min read
One Prompt, Four Modalities: What a Unified Generation Agent Actually Has to Solve

One Prompt, Four Modalities: What a Unified Generation Agent Actually Has to Solve

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3 min read
Why the "Newest" Healthcare Data is Often the Worst for ML

Why the "Newest" Healthcare Data is Often the Worst for ML

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2 min read
Why General-Purpose Vision AI Can't Tell Which Way Your Product Photo Is Rotated

Why General-Purpose Vision AI Can't Tell Which Way Your Product Photo Is Rotated

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2 min read
98.7% better on seasonal, 9.8% worse on a random walk: the most useful benchmark I ran

98.7% better on seasonal, 9.8% worse on a random walk: the most useful benchmark I ran

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1 min read
An AI Correctly Ignored a Forum Rumor. I Removed One Label and It Paid Out $150.

Kaggle Benchmarking Challenge Submission

An AI Correctly Ignored a Forum Rumor. I Removed One Label and It Paid Out $150.

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Comments 1
6 min read
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