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Data Science

Data Science allows us to extract meaning from and interpret data.

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How I Found 1,370 Fraudsters Hiding in Our Data (And Saved My Company $51,000)

How I Found 1,370 Fraudsters Hiding in Our Data (And Saved My Company $51,000)

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4 min read
7 Best AI Soccer Prediction Tools to Beat the Experts in 2026

7 Best AI Soccer Prediction Tools to Beat the Experts in 2026

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7 min read
Deploying Your Python Dash Application: A Step-by-Step Guide from Positron to the Cloud

Deploying Your Python Dash Application: A Step-by-Step Guide from Positron to the Cloud

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10 min read
Day 33 of improving my Data Science skills🎄

Day 33 of improving my Data Science skills🎄

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2 min read
Ace Roche's Data Scientist Interview: From Clinical Data to Model Deployment

Ace Roche's Data Scientist Interview: From Clinical Data to Model Deployment

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4 min read
I Built a Risk-Driven Stock Portfolio Optimizer (And What I Learned)

I Built a Risk-Driven Stock Portfolio Optimizer (And What I Learned)

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2 min read
Integrating Japanese Stock APIs: Accessing Tokyo Stock Exchange (TSE) Data for K-Line and MACD Analysis

Integrating Japanese Stock APIs: Accessing Tokyo Stock Exchange (TSE) Data for K-Line and MACD Analysis

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6 min read
Exploratory Data Analysis (EDA)

Exploratory Data Analysis (EDA)

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3 min read
Why Data Annotation Platforms Are the Unsung Heroes of AI Success

Why Data Annotation Platforms Are the Unsung Heroes of AI Success

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2 min read
I broke GPT-2: How I proved Semantic Collapse using Geometry (The Ainex Limit)

I broke GPT-2: How I proved Semantic Collapse using Geometry (The Ainex Limit)

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3 min read
My Backtest Was Too Good — Here’s How I Caught the Lie

My Backtest Was Too Good — Here’s How I Caught the Lie

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2 min read
Developer Burnout: How Your Git History Can Improve Your Well-Beinga

Developer Burnout: How Your Git History Can Improve Your Well-Beinga

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2 min read
Why Classical ML Still Crushes GenAI at Regression

Why Classical ML Still Crushes GenAI at Regression

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4 min read
Cracking the Code to Developer Satisfaction

Cracking the Code to Developer Satisfaction

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4 min read
Data Science & AI: A Developer’s Guide to the Future of Analytics

Data Science & AI: A Developer’s Guide to the Future of Analytics

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5 min read
Why I Hard-Code "Sleep Mode" into My Trading Logic on Christmas Eve

Why I Hard-Code "Sleep Mode" into My Trading Logic on Christmas Eve

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1 min read
Designing a Lightweight Data Pipeline for Analysis Without Stressing Production Databases

Designing a Lightweight Data Pipeline for Analysis Without Stressing Production Databases

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5 min read
From feature engineering to deployment: a local-first MLOps workflow with Skyulf

From feature engineering to deployment: a local-first MLOps workflow with Skyulf

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2 min read
How Rotating Mobile Proxies Are Transforming Data Collection: A 2025 Comparison of the Top Providers

How Rotating Mobile Proxies Are Transforming Data Collection: A 2025 Comparison of the Top Providers

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5 min read
Etika dan Tantangan Evaluasi Sistem

Etika dan Tantangan Evaluasi Sistem

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4 min read
A Practical Guide to Classifying Non-Linear Datasets with Pytorch

A Practical Guide to Classifying Non-Linear Datasets with Pytorch

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6 min read
Why Most Dashboards Lie (And It’s Not a BI Problem)

Why Most Dashboards Lie (And It’s Not a BI Problem)

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1 min read
I Built a Framework to Decode Communication Dynamics. Only One Model Could Actually Execute It

I Built a Framework to Decode Communication Dynamics. Only One Model Could Actually Execute It

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15 min read
Gradient Descent: The Algorithm That Taught Machines to Learn

Gradient Descent: The Algorithm That Taught Machines to Learn

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8 min read
Day 39 of Documenting My Learning Journey

Day 39 of Documenting My Learning Journey

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1 min read
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