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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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Rethinking High-School Science Fairs

Rethinking High-School Science Fairs

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5 min read
AI-Powered vs. AI-Native: 4 Architectural Shifts for 2026

AI-Powered vs. AI-Native: 4 Architectural Shifts for 2026

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4 min read
The Great Model Rush of February 2026 — And Why It Actually Makes Choosing Harder (Not Easier)

The Great Model Rush of February 2026 — And Why It Actually Makes Choosing Harder (Not Easier)

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5 min read
Machine Learning Starts With a WHERE Clause

Machine Learning Starts With a WHERE Clause

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2 min read
Your AI Agent Remembers Everything. Can It Prove It Forgot?

Your AI Agent Remembers Everything. Can It Prove It Forgot?

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8 min read
"Knowledge Distillation: How to Make Tiny AI Models as Smart as Giant Ones"

"Knowledge Distillation: How to Make Tiny AI Models as Smart as Giant Ones"

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3 min read
Fine-Tuning LLMs - The Complete Practical Guide 🎯

Fine-Tuning LLMs - The Complete Practical Guide 🎯

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17 min read
Understanding Tokens in LLMs - The Complete Guide đź§©

Understanding Tokens in LLMs - The Complete Guide đź§©

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11 min read
Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

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3 min read
Pruning in Deep Learning: Structured vs Unstructured

Pruning in Deep Learning: Structured vs Unstructured

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3 min read
Shrinking Numbers, Not Power: Understanding Quantization in Large Language Models

Shrinking Numbers, Not Power: Understanding Quantization in Large Language Models

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3 min read
Whispering Giants: How Knowledge Distillation Shrinks LLMs Without Losing Their Brilliance

Whispering Giants: How Knowledge Distillation Shrinks LLMs Without Losing Their Brilliance

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3 min read
I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)

I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)

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1 min read
Why AI Is Unlikely to Be a Game-Changer in African Economies

Why AI Is Unlikely to Be a Game-Changer in African Economies

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2 min read
Pandas 3.0's PyArrow String Revolution: A Deep Dive into Memory and Performance

Pandas 3.0's PyArrow String Revolution: A Deep Dive into Memory and Performance

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6 min read
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