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December 12, 2025
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Author: Nate Rosidi

Vibe Coding
Categories Machine Learning

Finding Meaningful Work in the Age of Vibe Coding

  • By Nate Rosidi
  • December 10, 2025

Image by Author #Introduction Are we all in a race to the bottom created by ourselves? Data professionals have been employed for years to…

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Time Series and Trend Analysis Challenge
Categories Machine Learning

Time Series and Trend Analysis Challenge Inspired by Real World Datasets

  • By Nate Rosidi
  • December 3, 2025

Image by Author | Canva #Introduction Time series data is everywhere. Stock prices jump daily. Temperatures shift. Website traffic spikes and crashes. Most people…

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SQL Patterns from FAANG Data Science Interviews
Categories Machine Learning

Top SQL Patterns from FAANG Data Science Interviews (with Code)

  • By Nate Rosidi
  • November 22, 2025

Image by Author #Introduction The technical screening for data science roles in FAANG companies is very thorough. However, even they can’t come up with…

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Hidden Curriculum of Data Science Interviews
Categories Machine Learning

The Hidden Curriculum of Data Science Interviews: What Companies Really Test

  • By Nate Rosidi
  • October 23, 2025

Image by Author #Introduction Everyone knows what comes up in data science interviews: SQL, Python, machine learning models, statistics, sometimes a system design or…

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The Psychology of Bad Data Storytelling
Categories Machine Learning

The Psychology of Bad Data Storytelling: Why People Misread Your Data

  • By Nate Rosidi
  • October 23, 2025

Image by Author #Introduction Why do people misread your data? Because they’re data illiterate. That’s your answer. Done. The end of the article. We…

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How To Use Synthetic Data To Build a Portfolio Project
Categories Machine Learning

How To Use Synthetic Data To Build a Portfolio Project

  • By Nate Rosidi
  • September 23, 2025

Image by Author | Canva #Introduction Finding real-world datasets can be challenging because they are often private (protected), incomplete (missing features), or expensive (behind…

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Data Science Portfolio Mistakes
Categories Machine Learning

5 Portfolio Mistakes That Keep Data Scientists From Getting Hired

  • By Nate Rosidi
  • September 11, 2025

Image by Author | Canva A strong portfolio is often the difference between making it and breaking it. But what exactly makes a portfolio…

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What is pandasql
Categories Machine Learning

Leveraging Pandas and SQL Together for Efficient Data Analysis

  • By Nate Rosidi
  • August 31, 2025

Image by Author | Canva Pandas and SQL are both effective for data analysis, but what if we could merge their power? With pandasql,…

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