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…5 min read·Nov 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…5 min read·Sep 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…13 min read·Aug 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…3 min read·Jun 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…3 min read·May 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…7 min read·Mar 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…3 min read·Feb 1, 2020----