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Category: Tools of the trade

Getting started with Power BI and NISC iVUE

July 13, 2024 Dave Froslie

As I described in What’s old is new again – Lake Data Insights, there is a significant opportunity for data…

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Posted in: Data engineering, Data Strategy, PowerBI, Technical, Tools of the trade, Utilities

Using the data engineering lifecycle for data architecture

Dave Froslie

As mentioned in Introduction to Data Engineering – Lake Data Insights, I teach a class, Fundamentals of Data Engineering, that…

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Posted in: Data engineering, Data Science Process, Technical, Tools of the trade

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: AzCopy for moving Dynamics 365 data

July 11, 2021 Dave Froslie

This is the 12th post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Finance Insights, 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: Resolving missing data in a time series

July 30, 2020 Dave Froslie

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

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

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