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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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Concept of Artificial Intelligence: Rational Decision Making and Expected Utility Explained

Concept of Artificial Intelligence: Rational Decision Making and Expected Utility Explained

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1 min read
Embodied AI Systems: Extending Intelligence Through Learning in the Environment

Embodied AI Systems: Extending Intelligence Through Learning in the Environment

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2 min read
When does a difference engine become a search for truth?

When does a difference engine become a search for truth?

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3 min read
Deep Learning and Generative AI Systems: Concepts, Architectures, and Model Landscape

Deep Learning and Generative AI Systems: Concepts, Architectures, and Model Landscape

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2 min read
Probabilistic Reasoning in AI: How Bayesian Networks Help AI Think Under Uncertainty

Probabilistic Reasoning in AI: How Bayesian Networks Help AI Think Under Uncertainty

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2 min read
Logical Reasoning Systems in AI: How AI Represents Knowledge, Uses First-Order Logic, and Reasons Step by Step

Logical Reasoning Systems in AI: How AI Represents Knowledge, Uses First-Order Logic, and Reasons Step by Step

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2 min read
AI Applications: How Deep Learning Powers Games, Art, Translation, Self-Driving Cars, and Robotics

AI Applications: How Deep Learning Powers Games, Art, Translation, Self-Driving Cars, and Robotics

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7 min read
The First Industrial Phase of AI: Expert Systems, Knowledge-Based Reasoning, and the AI Winter

The First Industrial Phase of AI: Expert Systems, Knowledge-Based Reasoning, and the AI Winter

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8 min read
Early Artificial Intelligence: How the Turing Test, Symbols, and Rules Shaped the First Era of AI

Early Artificial Intelligence: How the Turing Test, Symbols, and Rules Shaped the First Era of AI

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8 min read
I implemented Deep Q-Networks in pure PowerShell 5.1 — and connected them to real Windows enterprise data

I implemented Deep Q-Networks in pure PowerShell 5.1 — and connected them to real Windows enterprise data

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1 min read
NVIDIA AI Releases Nemotron-Terminal: A Systematic Data Engineering Pipeline for Scaling LLM Terminal Agents

NVIDIA AI Releases Nemotron-Terminal: A Systematic Data Engineering Pipeline for Scaling LLM Terminal Agents

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4 min read
Heartbeat Hacking: Detecting Cardiac Arrhythmia in Apple Watch Data using Dynamic Time Warping (DTW)

Heartbeat Hacking: Detecting Cardiac Arrhythmia in Apple Watch Data using Dynamic Time Warping (DTW)

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4 min read
NVIDIA AI Releases Nemotron-Terminal: A Systematic Data Engineering Pipeline for Scaling LLM Terminal Agents

NVIDIA AI Releases Nemotron-Terminal: A Systematic Data Engineering Pipeline for Scaling LLM Terminal Agents

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4 min read
How to Understand AI: Agents, Search, Machine Learning, and Deep Learning

How to Understand AI: Agents, Search, Machine Learning, and Deep Learning

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6 min read
LLM Model Names Decoded: A Developer's Guide to Parameters, Quantization & Formats

LLM Model Names Decoded: A Developer's Guide to Parameters, Quantization & Formats

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18 min read
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