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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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Karpathy on DeepSeek-OCR paper: Are pixels better inputs to LLMs than text?

Karpathy on DeepSeek-OCR paper: Are pixels better inputs to LLMs than text?

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4 min read
Evaluating KNN: From Training Field to Scoreboard

Evaluating KNN: From Training Field to Scoreboard

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12 min read
Real-Time (S2S) vs Cascading (STT/TTS) Voice Agent Architecture

Real-Time (S2S) vs Cascading (STT/TTS) Voice Agent Architecture

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15 min read
Reimagining Essay Evaluation: Graphs, RoBERTa, and the Art of Fair Scoring

Reimagining Essay Evaluation: Graphs, RoBERTa, and the Art of Fair Scoring

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4 min read
AI Ethics in Action: How We Ensure Fairness, Bias Mitigation, and Explainability

AI Ethics in Action: How We Ensure Fairness, Bias Mitigation, and Explainability

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5 min read
Why Running AI Locally Is More Demanding Than You Think: Inside the Hardware Strain

Why Running AI Locally Is More Demanding Than You Think: Inside the Hardware Strain

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2 min read
How to Build a Spam Detector with ML and Python

How to Build a Spam Detector with ML and Python

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3 min read
Understanding Random Variables in Python: Discrete vs Continuous

Understanding Random Variables in Python: Discrete vs Continuous

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3 min read
Armed police swarm student after AI mistakes bag of Doritos for a weapon

Armed police swarm student after AI mistakes bag of Doritos for a weapon

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5 min read
Everything You Think You Know About Coin Flips is Wrong (and I have the data to prove it)

Everything You Think You Know About Coin Flips is Wrong (and I have the data to prove it)

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2 min read
Understanding Model Evaluation in Lead Scoring: A Practical Walkthrough

Understanding Model Evaluation in Lead Scoring: A Practical Walkthrough

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3 min read
AI That Learns While Running, Welcome to Adaptive AI

AI That Learns While Running, Welcome to Adaptive AI

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1 min read
Agents 101 — Build and Deploy AI Agents to Production using LangChain

Agents 101 — Build and Deploy AI Agents to Production using LangChain

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11 min read
Anomaly Detection in R: Identifying the Unexpected in Data

Anomaly Detection in R: Identifying the Unexpected in Data

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6 min read
Machine Learning Zoomcamp Week 4

Machine Learning Zoomcamp Week 4

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1 min read
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