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Category: ML

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

Predictive maintenance – Simple and cheap

April 10, 2022 Dave Froslie

I recently put together a predictive maintenance machine learning (ML) solution for a client. The goal is to optimize the…

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Posted in: Data Science Process, Data Strategy, ML, PowerBI, Technical

Three approaches to getting started on your analytics / AI journey

January 9, 2022 Dave Froslie

Figuring out where to start on your analytics / AI journey can be a challenging step. Maybe you’ve identified some…

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Posted in: Data Science Process, Data Strategy, Finance Insights, ML

Water, water everywhere

December 7, 2021 Dave Froslie

“Water, water everywhere and not a drop to drink.” The above line is from the poem, “The Rime of the…

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Posted in: Data Science Process, Data Strategy, Data warehouse, ML, PowerBI

Maximize data, minimize algorithm

November 24, 2021 Dave Froslie

When building analytics solutions, maximize the quality of your data and minimize the complexity of your algorithm. The data should…

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Posted in: Data Science Process, Data Strategy, ML

Stay in your lane

November 16, 2021 Dave Froslie

I love the intelligence features in our 2019 Subaru.  By sensing other vehicles and road markings while actively managing my…

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Posted in: Data Science Process, Data Strategy, ML

Collaborative intelligence

Dave Froslie

The best AI solutions are those that enhance, not replace, the power of human intelligence. AI solutions can eliminate mundane…

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Posted in: Data Science Process, Data Strategy, ML

Dynamics 365 Supply Chain Management Demand Forecasting R Module

October 20, 2021 Dave Froslie

This is the second post in a series discussing Dynamics 365 SCM Demand Forecasting Machine Learning. This post is focused…

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Posted in: ML, R, Supply Chain, Technical, Time Series

Dynamics 365 Supply Chain Management Demand Forecasting ML Overview

October 18, 2021 Dave Froslie 1 Comment

Demand forecasting in Dynamics 365 Supply Chain Management (SCM) provides an approach to integrate time series forecasting on the Azure…

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Posted in: ML, R, Supply Chain, Technical, Time Series

Is machine learning overrated?

September 22, 2021 Dave Froslie

In Data Science for Managers | Data Science Dojo, I teach a module on the importance of data. In this…

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Posted in: Data Science Process, Data Strategy, Learning, ML, Technical

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