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Data Science

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

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Why Your Trading Bot Failed on Dec 30: A Lesson in Data Outliers

Why Your Trading Bot Failed on Dec 30: A Lesson in Data Outliers

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1 min read
I Built a Sales Visualizer for a Real Business Problem (Quantium Software Engineering Simulation)

I Built a Sales Visualizer for a Real Business Problem (Quantium Software Engineering Simulation)

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5 min read
Personal Productivity: How to Forecast Your Peak Focus Hours with Data

Personal Productivity: How to Forecast Your Peak Focus Hours with Data

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2 min read
Federated Machine Learning and the Future of Data Privacy

Federated Machine Learning and the Future of Data Privacy

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3 min read
Automating Police Report Writing Using NLP and Machine Learning

Automating Police Report Writing Using NLP and Machine Learning

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9 min read
My Thesis Accidentally Made Me a Data Scientist

My Thesis Accidentally Made Me a Data Scientist

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2 min read
Unlocking the "Dark Data"

Unlocking the "Dark Data"

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2 min read
SLMs vs. LLMs : Why Bigger Isn’t Always Better for Logistics & Supply Chain Intelligence

SLMs vs. LLMs : Why Bigger Isn’t Always Better for Logistics & Supply Chain Intelligence

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5 min read
Setting Up a Data Science Environment on the Cloud (Without the Usual Setup Pain)

Setting Up a Data Science Environment on the Cloud (Without the Usual Setup Pain)

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2 min read
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
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