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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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Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

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9 min read
Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

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9 min read
I Built My First Machine Learning API — Here's Everything I Learned

I Built My First Machine Learning API — Here's Everything I Learned

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5 min read
Bagging vs Boosting: The Orchestra That Plays Together vs The Relay Team That Runs One at a Time

Bagging vs Boosting: The Orchestra That Plays Together vs The Relay Team That Runs One at a Time

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17 min read
AI Governance 101: What ML Practitioners Actually Need to Know

AI Governance 101: What ML Practitioners Actually Need to Know

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4 min read
An AI Director Made It to the World's Judging Table. But Not to the Shortlist.

An AI Director Made It to the World's Judging Table. But Not to the Shortlist.

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6 min read
0.3% In, 36% Out: Your Fine-Tuned Model Is Copying Your Prompt Examples

0.3% In, 36% Out: Your Fine-Tuned Model Is Copying Your Prompt Examples

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5 min read
Part 1: The First Fork in the Road

Part 1: The First Fork in the Road

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3 min read
"Do Not Duplicate the Character" Duplicated the Character

"Do Not Duplicate the Character" Duplicated the Character

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7 min read
I tried to stop paying $2.99 per backing track. The transcription worked; the accompaniment never did

I tried to stop paying $2.99 per backing track. The transcription worked; the accompaniment never did

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7 min read
Common Mistakes in AI Project Structure and How to Avoid Them

Common Mistakes in AI Project Structure and How to Avoid Them

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3 min read
PyTorch Autograd Explained: What .backward() Actually Does

PyTorch Autograd Explained: What .backward() Actually Does

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9 min read
Production ML Pipelines: From Notebook to Serving

Production ML Pipelines: From Notebook to Serving

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2 min read
Understanding LLM Hallucinations: Why AI Lies and How to fix it.

Understanding LLM Hallucinations: Why AI Lies and How to fix it.

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1 min read
A Developer's Guide to AI Bias Auditing: Saliency Maps, TCAV, and Perturbation Testing

A Developer's Guide to AI Bias Auditing: Saliency Maps, TCAV, and Perturbation Testing

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2 min read
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