Machine Learning

Python

Deploying ML Models with FastAPI and Azure

Learn how to deploy an API wrapper around a Machine Learning model.

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Python

Time Series Reshaping for Deep Learning in Databricks

Using Databricks SQL, preparing time series data for deep learning training can be straightforward.

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Python

Time 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.

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Python

Speed 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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