Machine Learning
Deploying ML Models with FastAPI and Azure
Learn how to deploy an API wrapper around a Machine Learning model.
ReadTime Series Reshaping for Deep Learning in Databricks
Using Databricks SQL, preparing time series data for deep learning training can be straightforward.
ReadTime Series Exploratory Data Analysis
Exploring time series autocorrelations and change points can help familiarize with potential breakdowns in approaches. In this article, I review testing for stationarity, seasonal decomposition, autocorrelation, and change point detection.
ReadSpeed up Linear Regression with Matrix Math
Linear Regression is an extremely popular and useful model. It's used by Excel Gurus and Data Scientists alike - but how can we fit lots of regression models quickly? This article walks through various ways to fit a linear regression and speed things up with some Linear Algebra.
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