Archive

Data-science projects that I wrote up in 2021–22, when I moved from physics into machine learning. They are course-style projects on public and synthetic datasets, not client work. They do not show what I do now. I keep them as a record.

For my current work, see work, projects and writing.

Posts

• Creating An Image Search Engine Using Deep Learning

  27 January 2022

• Fruit Classification Using A Convolutional Neural Network

  26 January 2022

• Quantifying Sales Uplift With Causal Impact Analysis

  23 January 2022

• Assessing Campaign Performance Using Chi-Square Test For Independence

  23 January 2022

• Understanding Alcohol Product Relationships Using Association Rule Learning

  22 January 2022

• Compressing Feature Space For Classification Using PCA

  21 January 2022

• The "You Are What You Eat" Customer Segmentation

  20 January 2022

• Enhancing Targeting Accuracy Using ML

  19 January 2022

• Finding Prime Numbers with Python

  9 June 2021