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Beginners

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

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Junior Survival Guide for Simplicity
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Junior Survival Guide for Simplicity

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3 min read
Why a Date Is Not a Point in Time
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Why a Date Is Not a Point in Time

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4 min read
Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop
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Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop

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16 min read
Python Functions Explained Simply (def, parameters, return)

Python Functions Explained Simply (def, parameters, return)

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2 min read
Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds
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Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds

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16 min read
Designing Systems by Questioning from First Principles

Designing Systems by Questioning from First Principles

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4 min read
Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No
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Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No

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13 min read
Lasso Regression: The Brutal Manager Who Said 'Some of You Are Getting Fired' — And Actually Did It
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Lasso Regression: The Brutal Manager Who Said 'Some of You Are Getting Fired' — And Actually Did It

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12 min read
Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'
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Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'

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12 min read
Elastic Net: The Mediator Who Said 'Let's Take the Best of Both Approaches'
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Elastic Net: The Mediator Who Said 'Let's Take the Best of Both Approaches'

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11 min read
When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe
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When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe

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12 min read
Contract Upgradeability: How to Build Protocols That Can Evolve Without Losing Trust
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Contract Upgradeability: How to Build Protocols That Can Evolve Without Losing Trust

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11 min read
What Developers and Marketers Should Align On for ICDPA
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What Developers and Marketers Should Align On for ICDPA

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5 min read
Building Agentbase: An Open Source RAG Platform with Next.js, FastAPI, and Agno
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Building Agentbase: An Open Source RAG Platform with Next.js, FastAPI, and Agno

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2 min read
Moving From Prompting to Engineering
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Moving From Prompting to Engineering

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7 min read
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