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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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Why my AI agents can write code but can't ship it

Why my AI agents can write code but can't ship it

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3 min read
Agent compute drops substantially with online skill distillation and graph‑guided knowledge

Agent compute drops substantially with online skill distillation and graph‑guided knowledge

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2 min read
How to make your first Machine Learning project (as an absolute beginner)

How to make your first Machine Learning project (as an absolute beginner)

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5 min read
Agents optimizing agents: the wins that stick aren't in the prompt

Agents optimizing agents: the wins that stick aren't in the prompt

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2 min read
An AMD GPU Beat My Mac on Llama 8B. The Same GPU Lost on Phi-3.

An AMD GPU Beat My Mac on Llama 8B. The Same GPU Lost on Phi-3.

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5 min read
I Let AI Teach Me a Language. It Failed in a Way I Didn't Expect.

I Let AI Teach Me a Language. It Failed in a Way I Didn't Expect.

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2 min read
Understanding Temperature in LLMs: The Creativity Control Knob

Understanding Temperature in LLMs: The Creativity Control Knob

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2 min read
MLX vs GGUF on Apple Silicon: which local LLM format should you actually use?

MLX vs GGUF on Apple Silicon: which local LLM format should you actually use?

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4 min read
Hey! I want collaborators on developing on Raspberry-PI

Hey! I want collaborators on developing on Raspberry-PI

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1 min read
Understanding Linear Regression: A Foundation of Machine Learning

Understanding Linear Regression: A Foundation of Machine Learning

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3 min read
Day 5 — Entering the World of Classification

Day 5 — Entering the World of Classification

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1 min read
Tagging Environmental Sounds with YAMNet TFLite: An ESC-50 Evaluation over 2,000 Clips

Tagging Environmental Sounds with YAMNet TFLite: An ESC-50 Evaluation over 2,000 Clips

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6 min read
How We Built a Real-World Bangladesh Rickshaw Traffic Dataset for Physical AI

How We Built a Real-World Bangladesh Rickshaw Traffic Dataset for Physical AI

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2 min read
The cheapest way to run RTX 5090 and H200 inference without AWS — a real cost comparison

The cheapest way to run RTX 5090 and H200 inference without AWS — a real cost comparison

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1 min read
I Built an ML Bitcoin Trading Bot — Then Proved It Had No Edge.

I Built an ML Bitcoin Trading Bot — Then Proved It Had No Edge.

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4 min read
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