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Category: Python

Introduction to Data Engineering

July 17, 2022 Dave Froslie

Data engineering is a hot discipline right now. A quick search on LinkedIn shows over 200,000 job openings. While that…

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Posted in: Data engineering, Data Science Process, Data Strategy, Data warehouse, PowerBI, Python, Software Engineering

Market Basket Analysis

June 19, 2022 Dave Froslie

Market basket analysis (MBA), also known as affinity analysis, is an unsupervised machine learning technique that is often used in…

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Posted in: Data Strategy, ML, Python, R, Technical, Tools of the trade

Tools of the trade: Processing Dynamics data with the Spark CDM connector

September 8, 2021 Dave Froslie

This is the 13th post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Data warehouse, Finance Insights, Python, Synapse, Technical, Tools of the trade

Tools of the trade: AutoML

April 25, 2021 Dave Froslie

This is the 11th post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Finance Insights, ML, Python, Technical, Tools of the trade

Tools of the trade: Autocorrelation plots

January 31, 2021 Dave Froslie

This is the tenth post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Python, Technical, Time Series, Tools of the trade

Tools of the trade: Using Python Interactive in VS Code

January 17, 2021 Dave Froslie

This is the ninth post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Data Science Process, Python, Software Engineering, Technical, Tools of the trade

Tools of the Trade: Time series metrics with a naïve approach

January 2, 2021 Dave Froslie

This is the eighth post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Python, Technical, Time Series, Tools of the trade

Tools of the trade: Time series data

July 5, 2020 Dave Froslie

This is the sixth post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Python, Technical, Time Series, Tools of the trade

Tools of the trade: Classification ML F1 accuracy

February 22, 2020 Dave Froslie

This is the fourth post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Python, Technical, Tools of the trade
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