Sophelen Research

    • About Me
    • My Aquaponics

In this series of blog posts, I will write up and record videos of myself learning about aquaponics using machine learning. I hope to be able to set up my own personal aquaponics once I have some spare change.

  • Hilbert Curve in Liquid Clustering

    Data Optimization
  • Fiber bundles

    Agriculture · Aquaponics · Machine Learning
  • DuckDB

    Data transformation · Exploratory Data Analysis
  • Pandas, DuckDB, and Polars on Microsoft Fabric

    Data transformation · Exploratory Data Analysis · Microsoft Fabric · Misc
  • Retrieval Augmented Generation with peer-reviewed articles

    Aquaponics · Deep Learning · Machine Learning
  • No soil tilling

    Agriculture
  • Visualizations with Tableau

    Exploratory Data Analysis
  • Imbalance classes with logistic regression

    Aquaponics · Machine Learning
  • Time series with VTI – Part 1

    Exploratory Data Analysis · Time Series
  • Logistic regression in simple terms

    Machine Learning
  • Streaming aquaponics data into Microsoft Fabric

    Aquaponics · Microsoft Fabric
  • Data wrangling, Power BI vs Data Wrangler

    Aquaponics · Exploratory Data Analysis
  • Water Spinach

    Aquaponics
  • Basic deep learning with aquaponics, Part 4

    Aquaponics · Data transformation · Deep Learning · Exploratory Data Analysis
  • Basic deep learning with aquaponics, Part 3

    Aquaponics
  • September 2025
  • July 2025
  • September 2024
  • June 2024
  • May 2024
  • April 2024
  • February 2024
  • January 2024
  • October 2023

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