Jun 2 2018
Data Mining/Machine-Learning Tools In Manufacturing
This elaborates on the section on Analyzing The Data of the previous post. For a list of tools used for “data mining” or “machine-learning,” I researched, for each one, who invented it, when it was invented, for what purpose, and what applications it has had in manufacturing, and summarized my findings in the table below.
I am, however, not satisfied with the level of applications I found and would like to crowdsource more. If you have made these or other tools useful in your own manufacturing environment, please share whatever information you can about your applications in the survey that follows.
Jan 5 2021
Deep Learning And Profound Knowledge
[The featured image is Maureen Mace’s Tree of Knowledge]
In the news, Deep Learning is the currently emblematic technology of Machine-Learning (ML) and Artificial Intelligence (AI). In Management, the System of Profound Knowledge (SoPK) is a framework by W. Edwards Deming that specifies what individuals should know to be effective leaders of business organizations.
Your knowledge is what you have learned. You would not call a deep lake profound but a deep thought is also profound and vice versa. When discussing abstractions, there is no daylight in meaning between deep and profound.
Consequently, we might expect Deep Learning to be the process by which you acquire Profound Knowledge but it is nothing of the kind. As technical terms, they are unrelated and neither one matches expectations based on common, everyday usage.
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By Michel Baudin • Management • 9 • Tags: Case-Based Reasoning, CBR, Deep Learning, Deming, Explaination, Machine Learning, Neural Nets, Profound Knowledge, SoPK