Data modeling, restructuring, and massaging
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This is more for overview of my own than for teaching or exercise.
Overview of the math's areas
Arithmetic
·
'elementary mathematics' and similar concepts
Set theory, Category theory
Geometry and its relatives
·
Topology
Elementary algebra
-
Linear algebra
-
Abstract algebra
Calculus and analysis
Logic
Semi-sorted
:
Information theory
·
Number theory
·
Decision theory, game theory
·
Recreational mathematics
·
Dynamical systems
·
Unsorted or hard to sort
Math on data:
Statistics as a field
some introduction
·
areas of statistics
types of data
·
on random variables, distributions
Virtues and shortcomings of...
on sampling
·
probability
glossary
·
references, unsorted
Footnotes on various analyses
Other data analysis, data summarization, learning
Data modeling, restructuring, and massaging
Statistical modeling
·
Classification, clustering, decisions, and fuzzy coding
·
dimensionality reduction
·
Optimization theory, control theory
·
State observers, state estimation
Connectionism, neural nets
·
Evolutionary computing
More applied:
Formal grammars - regular expressions, CFGs, formal language
Signal analysis, modeling, processing
Image processing notes
Varied text processing
Intro
Category
:
Math
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