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"A journey of a thousand miles begins with a single step." -Chinese Proverb

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Is Your Model Good Enough to Deploy? The Restaurant That Served a 95% Perfect Dish — But the 5% Was Food Poisoning
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Is Your Model Good Enough to Deploy? The Restaurant That Served a 95% Perfect Dish — But the 5% Was Food Poisoning

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13 min read
Choosing the Right Metric: The Restaurant Inspector Who Judged Every Kitchen by Decor
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Choosing the Right Metric: The Restaurant Inspector Who Judged Every Kitchen by Decor

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9 min read
When Accuracy Is a Lying Metric: The Weather Forecaster Who Was 96% Accurate and Still Got Everyone Killed
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When Accuracy Is a Lying Metric: The Weather Forecaster Who Was 96% Accurate and Still Got Everyone Killed

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10 min read
Using Python Requests Inside Scrapy: The Beginner's Guide

Using Python Requests Inside Scrapy: The Beginner's Guide

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9 min read
AUC-ROC Explained: The Smoke Detector With a Sensitivity Dial and the One Number That Tells You If It's Any Good
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AUC-ROC Explained: The Smoke Detector With a Sensitivity Dial and the One Number That Tells You If It's Any Good

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11 min read
Virtualization: Hypervisors (Type 1 vs Type 2), KVM, QEMU

Virtualization: Hypervisors (Type 1 vs Type 2), KVM, QEMU

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4 min read
Why the this Keyword Feels Confusing in JavaScript

Why the this Keyword Feels Confusing in JavaScript

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1 min read
The Assumptions of Linear Regression: The GPS That Only Works on Straight, Flat Roads in Perfect Weather
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The Assumptions of Linear Regression: The GPS That Only Works on Straight, Flat Roads in Perfect Weather

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13 min read
Validation Set vs Test Set: The Student Who Aced Every Practice SAT But Bombed the Real One
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Validation Set vs Test Set: The Student Who Aced Every Practice SAT But Bombed the Real One

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10 min read
Two Small Fixes That Could Transform Your Dev Team's Communication
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Two Small Fixes That Could Transform Your Dev Team's Communication

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2 min read
Type I vs Type II Errors: The Fire Alarm That Cried Wolf vs The Fire Alarm That Slept Through Arson
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Type I vs Type II Errors: The Fire Alarm That Cried Wolf vs The Fire Alarm That Slept Through Arson

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11 min read
MAE vs MSE vs RMSE: Three Bosses With Very Different Philosophies on Punishing Late Employees
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MAE vs MSE vs RMSE: Three Bosses With Very Different Philosophies on Punishing Late Employees

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10 min read
Log Loss Explained: The Game Show Where Confidence Costs You — Being Wrong Is Bad, Being CONFIDENTLY Wrong Is Catastrophic
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Log Loss Explained: The Game Show Where Confidence Costs You — Being Wrong Is Bad, Being CONFIDENTLY Wrong Is Catastrophic

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12 min read
R-Squared Explained: The Dart Player Who's Somehow WORSE Than Just Aiming at the Center
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R-Squared Explained: The Dart Player Who's Somehow WORSE Than Just Aiming at the Center

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11 min read
How to Review Code Without Being a Jerk
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How to Review Code Without Being a Jerk

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4 min read
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