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What do Your Data Say?
A course to help you better understand your data
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Python Tutorial
Outline
Introduction
Variables and Data Types
Lists and Arrays
Loops
Conditional Statements
Functions
Plotting
Loading and Writing Data
Dictionaries
Classes
Who we are
Acknowledgments
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Mathematics
Differential Equations and Linear Algebra
A very quick intro to linear algebra for Machine learning
Physics
Thermodynamics
1
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2
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3
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4
, 5
Statistical Mechanics
Statistical Mechanics (video lectures)
Probability and Statistics
Probability
Advanced Stat Mech
1
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2
Others
Machine Learning
Machine Learning (video lectures)
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