Alex Davis – Medium

Alex Davis

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Journey to Full-Stack Data Scientist: Model Deployment

An introduction to productionizing a machine learning model using APIs and Docker.

Jan 4

Journey to Full-Stack Data Scientist: Model Deployment

Jan 4

Journey to Full-Stack Data Scientist: Model Governance

An introduction into model governance and machine learning workflows with ML Flow.

Apr 16

Journey to Full-Stack Data Scientist: Model Governance

Apr 16

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TDS Archive

Ensemble Learning for Anomaly Detection

A dive into the isolation forest model to detect anomalies in time-series data.

Oct 30, 2024

Ensemble Learning for Anomaly Detection

Oct 30, 2024

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TDS Archive

A Guide to Clustering Algorithms

An overview of clustering and the different families of clustering algorithms.

Sep 6, 2024

A Guide to Clustering Algorithms

Sep 6, 2024

Published in
TDS Archive

Topic Modeling Open-Source Research with the OpenAlex API

An overview of topic modeling global research through the OpenAlex API and visualizing results

Jul 15, 2024

Topic Modeling Open-Source Research with the OpenAlex API

Jul 15, 2024

Alex Davis

Alex Davis

Experienced data scientist with 4+ years of experience leveraging data analytics, machine learning, natural language processing and more.

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