Data Science
for Environment and Quality


"Data Science for Environment and Quality" is a hub of total science. It links to various fields.

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Update
2020/08/25 : "What is the best model for this data?" is added
2020/07/25 : "Heat Map" is modified
2020/07/24 : "Statistical Value" is added
2020/07/24 : "One-Class Model" is added
2020/07/24 : "Measurement Errors in Regression Analysis" is added
2020/07/24 : "Prediction Interval of Regression Analysis" is added
2020/07/24 : "Regression Analysis for Curve" is added
2020/07/18 : "Gaussian Process Regression Model" is added
2020/07/06 : "How should I do to make smalller the unevennes?" is added
2020/06/20 : "Q&A" is added


History older than above


Data Science

"Find (1)" : Statistics , Big Data , Hypothesis Testing , Estimation , Bayesian

"Find (2)" : Multi-Variable , Regression , Pattern Recognition , MT , Many vs Many

"Find (3)" : Data Mining , Tree , Associations

"Find (4)" : Graphical Analysis , Words

"Link and Arrange" : Literacy , Non-Developed , Fuzzy , Data Physics

"Lead" : Prediction and Simulation , Statistical , Mathematical , Abnormal

"Collect" : Measurement , Experiments Questionnaire

"Think" : Artificial Intelligence , Bayesian Net, Machine Learning, Deep Learning

"Find (5)" : Analysis of Real World , Cause and Effect , System , Time

Environment and Quality

Environment

"Natural Environment" : Flow , Change , Energy , Movement
"From Environment to Human Beings" : Physiology , Psychology
"From Human Beings to Environment" : Assessment , Material Flow
"Sustainable Society" : Thoughts , Economics , Regional Revitalization , Location

Quality

SPC , TQC , Quality Engineering , Reliability , For Environment

Risk

"Kinds of Risk" : Chemical Substances , Machines , Finance
"Methods of Risk" : Management, Cognition , Evaluation , Communication

Management

"With Management" : SR (CSR) , Standard and ISO
"Customer Relationship" : Marketing , Design , QFD
"To Move the Company" : System , Teaming , Normalization , Accounting
"Analysis of Management" : Finance , Profitability , Corporate Value , Constraints