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Imbalanced Datasets: When Your Model Gets 99% Accuracy by Being Completely Useless

Imbalanced Datasets: When Your Model Gets 99% Accuracy by Being Completely Useless

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11 min read
SMOTE: The Creature Creation Lab That Saves Your Minority Class From Extinction

SMOTE: The Creature Creation Lab That Saves Your Minority Class From Extinction

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10 min read
Outliers: The Art of Deciding Whether That 3,000 kg Penguin Is a Data Entry Error or an Actual Monster

Outliers: The Art of Deciding Whether That 3,000 kg Penguin Is a Data Entry Error or an Actual Monster

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13 min read
10 Real World Use Cases of SignalR Every .NET Developer Should Know

10 Real World Use Cases of SignalR Every .NET Developer Should Know

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3 min read
Normalization vs Standardization: The Tale of Two Translators Who Speak Different Languages

Normalization vs Standardization: The Tale of Two Translators Who Speak Different Languages

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11 min read
Feature Scaling: Why Your Model Thinks a $50,000 Salary Matters More Than 20 Years of Experience

Feature Scaling: Why Your Model Thinks a $50,000 Salary Matters More Than 20 Years of Experience

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11 min read
One-Hot Encoding: The Genius Trick That Works Perfectly Until It Explodes Your Computer

One-Hot Encoding: The Genius Trick That Works Perfectly Until It Explodes Your Computer

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11 min read
Label Encoding: The Simple Trick That's Either Genius or Disaster Depending on One Question

Label Encoding: The Simple Trick That's Either Genius or Disaster Depending on One Question

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9 min read
Handling Categorical Variables: Teaching Your Model to Understand "Red," "Blue," and "Green" Without Having a Mental Breakdown

Handling Categorical Variables: Teaching Your Model to Understand "Red," "Blue," and "Green" Without Having a Mental Breakdown

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11 min read
Invisible Rules

Invisible Rules

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2 min read
Solved: Syncing Salesforce Contacts to Google Contacts (Two-way Sync Script)

Solved: Syncing Salesforce Contacts to Google Contacts (Two-way Sync Script)

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12 min read
Solved: Moving from Mailchimp to AWS SES: Importing Subscribers via Python

Solved: Moving from Mailchimp to AWS SES: Importing Subscribers via Python

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6 min read
Semantic Tags

Semantic Tags

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2 min read
A sua inversĂŁo de dependĂȘncia estĂĄ alinhada ao negĂłcio?

A sua inversĂŁo de dependĂȘncia estĂĄ alinhada ao negĂłcio?

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4 min read
Majority Element II Coding Problem Solution

Majority Element II Coding Problem Solution

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4 min read
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