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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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How a Neural Network Actually Learns — Training, in Plain Words

How a Neural Network Actually Learns — Training, in Plain Words

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2 min read
I Built a Python Library for Synthetic Dataset Generation and Missing Value Simulation

I Built a Python Library for Synthetic Dataset Generation and Missing Value Simulation

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2 min read
16 Days, 4.7M Params, Zero Black Boxes: Building a White-box Chinese Cognition Engine from Scratch

16 Days, 4.7M Params, Zero Black Boxes: Building a White-box Chinese Cognition Engine from Scratch

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5 min read
Fine-Tuning Llama 3.2 3B on Medical QA: Week 4 - When Lower Loss Meant a Worse Model

Fine-Tuning Llama 3.2 3B on Medical QA: Week 4 - When Lower Loss Meant a Worse Model

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7 min read
FutureX · Physical AI Daily — Issue 30 (06/17)

FutureX · Physical AI Daily — Issue 30 (06/17)

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14 min read
What I Learned from My Machine Learning Journey: Beyond the Algorithms

What I Learned from My Machine Learning Journey: Beyond the Algorithms

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5 min read
How I Cut Speech-to-Text Costs by 60% Without Killing Quality

How I Cut Speech-to-Text Costs by 60% Without Killing Quality

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8 min read
Fast Automatic ML Hyperparameter tuning Using Optuna (w. MLflow model registry and IRIS DB)

Fast Automatic ML Hyperparameter tuning Using Optuna (w. MLflow model registry and IRIS DB)

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19 min read
Is Artificial Intelligence the New Religion?

Is Artificial Intelligence the New Religion?

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4 min read
The Architecture of Dreams: A Deep Dive into Text-to-Video AI in 2026

The Architecture of Dreams: A Deep Dive into Text-to-Video AI in 2026

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6 min read
Cloud AI & Dev Updates: Agent APIs, MCP Infra Patterns, and Local Model Strategies

Cloud AI & Dev Updates: Agent APIs, MCP Infra Patterns, and Local Model Strategies

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3 min read
Retrieval‑Augmented Memory Reduces Sliding‑Window Limitations in Video Models

Retrieval‑Augmented Memory Reduces Sliding‑Window Limitations in Video Models

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2 min read
When Polymarket says 70%, does it happen 70% of the time? I checked against 19.4M price snapshots.

When Polymarket says 70%, does it happen 70% of the time? I checked against 19.4M price snapshots.

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4 min read
India's Lending Market Is a Classic Matching Theory Problem — Here's How AI Solves It

India's Lending Market Is a Classic Matching Theory Problem — Here's How AI Solves It

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5 min read
Fine-Tuning Large Language Models: A Practical Guide

Fine-Tuning Large Language Models: A Practical Guide

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6 min read
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