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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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DataLens: A Read-Only Image Dataset Sanity Checker
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DataLens: A Read-Only Image Dataset Sanity Checker

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2 min read
K-Fold Cross-Validation: The Comedian Who Tested Jokes at Only One Comedy Club and Bombed Everywhere Else
Cover image for K-Fold Cross-Validation: The Comedian Who Tested Jokes at Only One Comedy Club and Bombed Everywhere Else

K-Fold Cross-Validation: The Comedian Who Tested Jokes at Only One Comedy Club and Bombed Everywhere Else

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13 min read
Stratified Sampling: The Pollster Who Predicted a Landslide by Accidentally Surveying Only One Neighborhood
Cover image for Stratified Sampling: The Pollster Who Predicted a Landslide by Accidentally Surveying Only One Neighborhood

Stratified Sampling: The Pollster Who Predicted a Landslide by Accidentally Surveying Only One Neighborhood

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11 min read
Day 3 — Errors & Loss Functions: Measuring How Wrong a Model Is
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Day 3 — Errors & Loss Functions: Measuring How Wrong a Model Is

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3 min read
4 reasons why ditching Machine Learning and falling in love with Deep Learning might be a good idea
Cover image for 4 reasons why ditching Machine Learning and falling in love with Deep Learning might be a good idea

4 reasons why ditching Machine Learning and falling in love with Deep Learning might be a good idea

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6 min read
Claude Sonnet 5 'Fennec' Leak: What's Real vs. Speculation

Claude Sonnet 5 'Fennec' Leak: What's Real vs. Speculation

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2 min read
A Simple Tool for Downloading Files from Hugging Face

A Simple Tool for Downloading Files from Hugging Face

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4 min read
Solving Character Consistency in Image Generation

Solving Character Consistency in Image Generation

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2 min read
I Built an Automated SLM Fine-Tuning Engine with Python and Unsloth 🚀
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I Built an Automated SLM Fine-Tuning Engine with Python and Unsloth 🚀

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3 min read
Day 4 : How Machines Learn From Their Mistakes
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Day 4 : How Machines Learn From Their Mistakes

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2 min read
Why We Reduced Model Accuracy to Improve a Real-Time AI System

Why We Reduced Model Accuracy to Improve a Real-Time AI System

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1 min read
Unveiling Bias: AI Tools for Detecting and Mitigating Bias in Machine Learning Models

Unveiling Bias: AI Tools for Detecting and Mitigating Bias in Machine Learning Models

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2 min read
DeepSeek-R1: The AI That Learned to Think (and Had an 'Aha Moment')

DeepSeek-R1: The AI That Learned to Think (and Had an 'Aha Moment')

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2 min read
Demystifying AI Serving for Java Developers: Apache Camel + TensorFlow Explained
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Demystifying AI Serving for Java Developers: Apache Camel + TensorFlow Explained

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3 min read
What if AI agents could compose themselves like words form sentences?
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What if AI agents could compose themselves like words form sentences?

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4 min read
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