PinnedPublished inTDS ArchiveEmulating a PID Controller with Long Short-term Memory: Part 1Using the Temperature Control Lab to create Proportional-Integral-Derivative controller dataOct 14, 20201Oct 14, 20201
Lean Manufacturing Techniques: A Violin Maker’s PerspectiveLean manufacturing is a concept often associated with modern manufacturing, as it started with Taiichi Ohno and Toyota, spreading quickly…4d ago4d ago
Published inTDS ArchiveThe Achilles Heel of Scatter PlotsVisualizing large datasets with hidden trends using an alternative to scatter plotsFeb 5, 2023Feb 5, 2023
Published inTDS ArchiveScratchpad Add-in for Jupyter Notebooks and Google ColabAccessing Scratchpad functionality in both Jupyter notebooks and Google ColabJan 31, 2023Jan 31, 2023
Published inTDS ArchiveLearning Python for Data Science On-the-Job, Part 2: PracticeA side-by-side case study of linear regression in Excel and PythonJan 15, 2023Jan 15, 2023
Published inTDS ArchiveLearning Python for Data Science On-the-Job Part 1: PhilosophyPractical advice and philosophy on how to become a proficient Data Scientist without formal educationJan 14, 2023Jan 14, 2023
Published inTDS ArchiveMy Data Science Job SearchWhat worked, what didn’t, and practical tipsDec 13, 20228Dec 13, 20228
Published inTDS ArchivePractical Machine Learning Techniques to Accelerate Materials Science ResearchPredicting the Critical Temperature of Superconductors using Regression Techniques, Feature Selection, and Selection CriteriaAug 19, 2022Aug 19, 2022
Published inTDS ArchiveThe Benefits of Machine Learning for the Renewable Energy SectorA case study in weather prediction using logistic regression, unbalanced datasets, and l1-normalizationJul 28, 20222Jul 28, 20222
The Ethical Paradigm of Jean ValjeanIn Victor Hugo’s beloved novel Les Miserables, we meet the character Jean Valjean, a convict who was incarcerated for nineteen years…Jul 6, 2022Jul 6, 2022