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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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AI Trading: LL-124: Phil Town CSP Strategy Not Executing Trades

AI Trading: LL-124: Phil Town CSP Strategy Not Executing Trades

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2 min read
Hysteresis in Neural Networks — Part 1
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Hysteresis in Neural Networks — Part 1

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4 min read
AI Trading: Lesson Learned #125: Comprehensive Trust Audit (Jan 9, 2026)

AI Trading: Lesson Learned #125: Comprehensive Trust Audit (Jan 9, 2026)

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2 min read
I Built a Production RAG System in 3 Weeks - Here's What Actually Broke

I Built a Production RAG System in 3 Weeks - Here's What Actually Broke

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9 min read
AI Trading: Lesson Learned #127: Comprehensive Trust Audit - CEO Questions Answered (Jan 9, 2026)

AI Trading: Lesson Learned #127: Comprehensive Trust Audit - CEO Questions Answered (Jan 9, 2026)

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2 min read
Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 3: Training MNIST)
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Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 3: Training MNIST)

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3 min read
AI Trading: Lesson Learned #123: Trust Rebuild Audit - Comprehensive Evidence-Based Review

AI Trading: Lesson Learned #123: Trust Rebuild Audit - Comprehensive Evidence-Based Review

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2 min read
AI Trading: Lesson Learned #124: Secret Exposure Incident - Jan 9, 2026

AI Trading: Lesson Learned #124: Secret Exposure Incident - Jan 9, 2026

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2 min read
AI Trading: LL-126: Alpaca API Credentials Invalid - 401 Unauthorized

AI Trading: LL-126: Alpaca API Credentials Invalid - 401 Unauthorized

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1 min read
AI Trading: Lesson Learned #122: CEO Trust Audit - Comprehensive Strategy Review (Jan 9, 2026)

AI Trading: Lesson Learned #122: CEO Trust Audit - Comprehensive Strategy Review (Jan 9, 2026)

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3 min read
MLOps - Continuous Model Monitoring - Complete Tutorial

MLOps - Continuous Model Monitoring - Complete Tutorial

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2 min read
AI Trading: LL-120: API Access Verification Required Before Trading

AI Trading: LL-120: API Access Verification Required Before Trading

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2 min read
AI Trading: Lesson Learned #120: Capital-Aware Watchlist Required for Paper Trading

AI Trading: Lesson Learned #120: Capital-Aware Watchlist Required for Paper Trading

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2 min read
When I Found a Flaw in Grok: Lessons on AI Security and Red Teams
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When I Found a Flaw in Grok: Lessons on AI Security and Red Teams

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6 min read
Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration
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Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration

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6 min read
AI Trading: Lesson Learned #125: Stale Position Data Inconsistency (Jan 9, 2026)

AI Trading: Lesson Learned #125: Stale Position Data Inconsistency (Jan 9, 2026)

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1 min read
IAM is Broken for AI Agents: Introducing Dynamic RBAC for Agentic Security
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IAM is Broken for AI Agents: Introducing Dynamic RBAC for Agentic Security

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4 min read
Train Models. Ship Systems. Know the Difference.

Train Models. Ship Systems. Know the Difference.

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9 min read
The Ultimate AI Diet Agent: Syncing Real-Time Health Data with Local Supermarket Inventory using CrewAI

The Ultimate AI Diet Agent: Syncing Real-Time Health Data with Local Supermarket Inventory using CrewAI

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4 min read
🚀 My Journey into Data Science as a Student
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🚀 My Journey into Data Science as a Student

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1 min read
It Works on My Machine (Learning): Bridging the Gap Between Notebooks and Production

It Works on My Machine (Learning): Bridging the Gap Between Notebooks and Production

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2 min read
Cómo el código mata al misterio matemático en los Transformers

Cómo el código mata al misterio matemático en los Transformers

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7 min read
When Labels are Missing, Validation becomes the Real Problem

When Labels are Missing, Validation becomes the Real Problem

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2 min read
AI Trading: Lesson Learned #120: Paper Trading Broken - Trust Crisis (Jan 9, 2026)

AI Trading: Lesson Learned #120: Paper Trading Broken - Trust Crisis (Jan 9, 2026)

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2 min read
How I Built an Offline-First RAG System That’s 10x Faster (at 19)
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How I Built an Offline-First RAG System That’s 10x Faster (at 19)

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5 min read
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