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Linear Algebra

+3

Principal Component Analysis Explained

Nov 12, 2025

•

5 min read

Principal Component Analysis Explained

Because your dataset probably has too many personality traits.

Machine Learning

+1

AI: The 4th Industrial Revolution

Nov 5, 2025

•

6 min read

AI: The 4th Industrial Revolution

Why You NEED AI and Machine Learning

Agentic AI

+1

What is Agentic AI, actually?

Oct 29, 2025

•

7 min read

What is Agentic AI, actually?

It’s not waiting for your prompt — it’s already two steps ahead.

Machine Learning

+1

Machine Learning vs Deep Learning

Oct 22, 2025

•

7 min read

Machine Learning vs Deep Learning

One’s comfortable with small talk... the other holds deep conversations.

Linear Regression

+6

Top 5 ML Algorithms That Use Linear Algebra

Oct 8, 2025

•

7 min read

Top 5 ML Algorithms That Use Linear Algebra

A message to you from Linear Algebra: "You can run but you can't hide."

Machine Learning

+1

What Are Neural Networks, Actually?

Sep 24, 2025

•

6 min read

What Are Neural Networks, Actually?

Neural Networks: When math pretends to be a brain.

Information Theory

+2

Information Theory: The Model's Existential Crisis

Sep 17, 2025

•

7 min read

Information Theory: The Model's Existential Crisis

The math that tells your data, "I know what you did last summer."

Probability

+3

Probability & Statistics: The Model's Crystal Ball

Sep 10, 2025

•

6 min read

Probability & Statistics: The Model's Crystal Ball

❌ Gambler. ✅ Professional Oddsmaker.

Machine Learning

+2

Calculus: The Model's GPS

Sep 3, 2025

•

7 min read

Calculus: The Model's GPS

The one math class everyone avoided is now the key to teaching a computer to think.

Linear Algebra

+2

Linear Algebra: The Real Matrix

Aug 27, 2025

•

7 min read

Linear Algebra: The Real Matrix

The Red Pill to understanding your data.

Probability

+5

Math & Machine Learning: A True Love Story

Aug 20, 2025

•

7 min read

Math & Machine Learning: A True Love Story

The Real MVP is hiding in your math classes.

Support Vector Machines

+3

Supervised Learning's Got Talent - Season Finale

Aug 6, 2025

•

7 min read

Supervised Learning's Got Talent - Season Finale

Today's Audition: Support Vector Machines aka "The Data-Slicing Superhero"

Supervised Learning's Got Talent - Episode 5

Jul 30, 2025

•

7 min read

Supervised Learning's Got Talent - Episode 5

Today's Audition: Naive Bayes aka "The Ignorant Oracle"

K-Nearest Neighbor

+2

Supervised Learning's Got Talent - Episode 4

Jul 23, 2025

•

7 min read

Supervised Learning's Got Talent - Episode 4

Today's Audition: K-Nearest Neighbor aka "The Neighborhood Watch"

Machine Learning

+1

How To Speak Machine Lingonese

Jul 16, 2025

•

5 min read

How To Speak Machine Lingonese

A language also known to the layman as "Full Nerdonese".

Decision Trees

+2

Supervised Learning's Got Talent - Episode 3

Jul 9, 2025

•

7 min read

Supervised Learning's Got Talent - Episode 3

Today's Audition: Decision Tree aka "The Overthinking Oracle"

Machine Learning

+2

Supervised Learning's Got Talent - Episode 2

Jul 2, 2025

•

6 min read

Supervised Learning's Got Talent - Episode 2

Today's Audition: Logistic Regression aka "The Probability Bouncer"

Linear Regression

+2

Supervised Learning's Got Talent - Episode 1

Jun 25, 2025

•

7 min read

Supervised Learning's Got Talent - Episode 1

Today's Audition: Linear Regression aka "The Straight Shooter"

Machine Learning

+1

What Is Supervised Learning, Actually?

Jun 18, 2025

•

6 min read

What Is Supervised Learning, Actually?

"Where's your supervisor?!"- "Karen 2.0" Model

Machine Learning

How To Know If Your Model Is Smart (Part 2)

Jun 11, 2025

•

6 min read

How To Know If Your Model Is Smart (Part 2)

"Data is the new science. Big data holds the answers."- Pat Gelsinger

Steve Hong
Steve Hong

Machine Learning

How To Know If Your Model Is Smart (Part 1)

May 28, 2025

•

7 min read

How To Know If Your Model Is Smart (Part 1)

"The question of whether a computer can think is no more interesting than the question of whether a submarine can swim." - Edsger Dijkstra

Programming Language

+1

The Best Programming Language to Learn for Machine Learning

May 10, 2025

•

6 min read

The Best Programming Language to Learn for Machine Learning

"The One Language To Rule Them All"

Machine Learning

How ML Models Learn, Actually.

May 8, 2025

•

6 min read

How ML Models Learn, Actually.

"To be, or not to be, that is the question...Error: Insufficient data to compute existential dilemma."- Shakespeare's AI Assistant

Machine Learning

Key Machine Learning Concepts You Need To Know

May 7, 2025

•

12 min read

Key Machine Learning Concepts You Need To Know

"Torture the data, and it will confess to anything."- Ronald Coase

Machine Learning

What is Machine Learning, actually?

May 4, 2025

•

9 min read

What is Machine Learning, actually?

"The key to artificial intelligence has always been the representation."- Jeff Hawkins

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