But I Only Have Small dаta: Application of Ishikawa's 7 Tools (Recorded live at Data Modeling Zone US)
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 1h 51m | 391 MB
Instructor: Dr. Dan McGrath
Dr. Dan McGrath has over 35 years' experience as a data scientist. In this session, he will cover Ishikawa's 7 Tools as applied to data analytics.
In contrast to machine learning and artificial intelligence trends, many people need to still process little data, which can be up to 1,000,000 rows when using Excel. This workshop will demonstrate the seven classic quality tools Dr. Ishikawa championed for Japanese manufacturing in the middle of the 20th century. Data mining is reductionist in that holdings are "sliced and diced" until a subset is obtained that matches the selection criteria. In keeping with Dr. Ishikawa's continuous improvement philosophy, the list has been updated to take advantage of the computational capabilities of Excel and JMP. The seven tools that will be reviewed are:
Flow Charts
Diagrams
Check Sheets and Pareto Charts
Run Charts and Univariate Analysis
Histograms
Control Charts
Scatter Diagrams
Interactive exercise will demonstrate the tools utility during this workshop. The workshop is a summary of Dan's book, Quantitative Analysis for System Applications.
More Info
https://www.oreilly.com/library/view/but-i-only/9781634627573/
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