Edward AmorAnalysis of Hidden Technical Debt in Machine Learning SystemsHidden Technical Debt in Machine Learning Systems offers a very interesting high-level overview of the numerous extra layers of technical…Nov 1, 2020Nov 1, 2020
Edward AmorSimple Time Series Forecasting with MLTime series forecasting is an interesting sub-topic within the field of machine learning, mainly due to the time component which adds to…Sep 16, 2020Sep 16, 2020
Edward AmorModel Selection, Validation, and Hyperparameter TuningIn practice, a majority of the time dedicated to any data science project (unless you’re lucky) is consumed by data cleaning and wrangling…Aug 1, 2020Aug 1, 2020
Edward AmorThe Bias Variance TradeoffFoundational to any data science curriculum is the introduction of the terms bias and variance, and subsequently the trade-off that exists…Jun 17, 2020Jun 17, 2020
Edward AmorAnd Now for Something Completely DifferentOn January 21st, 2020, I enrolled in Flatiron School’s Data Science Bootcamp with the intention of gaining and developing the foundational…May 2, 2020May 2, 2020
Edward AmorVirtual Environments with PythonSimilar to other programming languages (R, Ruby, Scala, JavaScript) Python comes with its own way of managing third-party packages you…Mar 17, 2020Mar 17, 2020
Edward AmorHigh-Level Overview of Quantile Quantile PlotsA part of any data analyst’s toolkit when working with one-dimensional data is the Quantile Quantile plot. Colloquially referred to as Q-Q…Feb 1, 2020Feb 1, 2020
