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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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Building a "Remembering" AI Trading Agent with Python, LangGraph, and Obsidian

Building a "Remembering" AI Trading Agent with Python, LangGraph, and Obsidian

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2 min read
AWS Certified Generative AI Developer – Professional in 2 Weeks (Part 1: Exam Overview & Foundations)

AWS Certified Generative AI Developer – Professional in 2 Weeks (Part 1: Exam Overview & Foundations)

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16 min read
How to Build Custom Pipelines for Voice AI Integration: A Developer's Journey

How to Build Custom Pipelines for Voice AI Integration: A Developer's Journey

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13 min read
AWS Certified Generative AI Developer – Professional: Exam Overview & Foundation Strategy (Part 1)

AWS Certified Generative AI Developer – Professional: Exam Overview & Foundation Strategy (Part 1)

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7 min read
Paper Review: Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper Review: Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

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2 min read
Production ML is not about models. It’s about trade-offs.

Production ML is not about models. It’s about trade-offs.

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3 min read
The Non-Drinker's Guide to Clustering Algorithms 🎉

The Non-Drinker's Guide to Clustering Algorithms 🎉

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2 min read
AI Trading: Lesson Learned #134: RAG Architecture Misunderstanding - Wrong Fix Applied

AI Trading: Lesson Learned #134: RAG Architecture Misunderstanding - Wrong Fix Applied

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2 min read
[TIL][Python] Python Tool for Online PDF Viewing, Comparison, and Data Import

[TIL][Python] Python Tool for Online PDF Viewing, Comparison, and Data Import

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2 min read
AI Trading: Lesson Learned #133: LYING - Claimed Fix Without Verification

AI Trading: Lesson Learned #133: LYING - Claimed Fix Without Verification

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1 min read
VS Code Plugin for Colab Released by Google

VS Code Plugin for Colab Released by Google

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3 min read
AI Trading: Lesson Learned #131: Self-Healing Gap - Blog Lesson Sync

AI Trading: Lesson Learned #131: Self-Healing Gap - Blog Lesson Sync

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2 min read
AWS Certified Generative AI Developer – Professional in 2 Weeks (Part 2: Advanced Learning & Exam Prep)

AWS Certified Generative AI Developer – Professional in 2 Weeks (Part 2: Advanced Learning & Exam Prep)

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13 min read
AI Trading: Lesson Learned #130: Comprehensive Investment Strategy Review (Jan 11, 2026)

AI Trading: Lesson Learned #130: Comprehensive Investment Strategy Review (Jan 11, 2026)

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2 min read
High-performance GPUs or TPUs vs CPUs

High-performance GPUs or TPUs vs CPUs

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2 min read
AI Trading: Lesson Learned #132: RAG Stuck on December 2025 Content (CRISIS)

AI Trading: Lesson Learned #132: RAG Stuck on December 2025 Content (CRISIS)

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1 min read
AI: A Child in the Digital Age – Shaping Its Future with Data and Ethics.

AI: A Child in the Digital Age – Shaping Its Future with Data and Ethics.

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3 min read
Quantum Computing Explained in Simple Terms: Part 1

Quantum Computing Explained in Simple Terms: Part 1

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4 min read
😲 Your Face is the Playlist: Building an Emotion-Aware Android App

😲 Your Face is the Playlist: Building an Emotion-Aware Android App

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3 min read
AI Forecasting in Football: The Tool Changing Predictions in 2026

AI Forecasting in Football: The Tool Changing Predictions in 2026

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4 min read
AI Trading: Lesson Learned #130: Account Balance RAG Recording Failure (Jan 11, 2026)

AI Trading: Lesson Learned #130: Account Balance RAG Recording Failure (Jan 11, 2026)

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2 min read
What are LLaVA and LLaVA-Interactive?

What are LLaVA and LLaVA-Interactive?

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2 min read
Introduction to Artificial Intelligence – My Structured Learning Notes

Introduction to Artificial Intelligence – My Structured Learning Notes

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2 min read
Why AI Agents Fail Tests by Being Too Smart: A Guide to Proper Evaluation

Why AI Agents Fail Tests by Being Too Smart: A Guide to Proper Evaluation

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2 min read
Fixing an Off-By-One Bug in PufferLib's PPO Implementation

Fixing an Off-By-One Bug in PufferLib's PPO Implementation

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2 min read
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