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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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Cross Entropy Derivatives, Part 1: Differentiating Softmax Outputs

Cross Entropy Derivatives, Part 1: Differentiating Softmax Outputs

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3 min read
A few random notes from Claude coding quite a bit last few weeks

A few random notes from Claude coding quite a bit last few weeks

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5 min read
Why Multi-Agent Systems Fail Without Orchestration

Why Multi-Agent Systems Fail Without Orchestration

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3 min read
Engineering guardrails for agent-based AI systems

Engineering guardrails for agent-based AI systems

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3 min read
Building a Scalable AI-Powered Lead Scoring Engine: A Developer's Guide

Building a Scalable AI-Powered Lead Scoring Engine: A Developer's Guide

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5 min read
Building Social Media Tools That Detect & Leverage Viral Trends Like the Penguin Meme

Building Social Media Tools That Detect & Leverage Viral Trends Like the Penguin Meme

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2 min read
Why Neural Networks Need He Init, Clipping, and Momentum

Why Neural Networks Need He Init, Clipping, and Momentum

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1 min read
My Journey Into Data Science and Machine Learning

My Journey Into Data Science and Machine Learning

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1 min read
Beyond Just a Photo: Building a Pixel-Perfect Calorie Estimator with SAM and GPT-4o

Beyond Just a Photo: Building a Pixel-Perfect Calorie Estimator with SAM and GPT-4o

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4 min read
GenAI #2: What are Vector Databases?

GenAI #2: What are Vector Databases?

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4 min read
Introducing ShapedQL: The SQL Engine for Search, Feeds, and AI Agents

Introducing ShapedQL: The SQL Engine for Search, Feeds, and AI Agents

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3 min read
Slashing torch.compile Warmup & LoRA Swapping Times with Pruna

Slashing torch.compile Warmup & LoRA Swapping Times with Pruna

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6 min read
I Built a CLI Task Manager That Learns When to Use Machine Learning (and When Not To)

I Built a CLI Task Manager That Learns When to Use Machine Learning (and When Not To)

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2 min read
The Great AI Shift: Why Building Models is Out, and Real-Time AI Integration is In

The Great AI Shift: Why Building Models is Out, and Real-Time AI Integration is In

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9 min read
On Memory, Learning, and Reset, The Memory Trilogy

On Memory, Learning, and Reset, The Memory Trilogy

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1 min read
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