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Physics 39 Notes
Physics 39: Scientific Computing with Python
Topic 0: Introduction
Topic 1a: Basics of Python
Topic 1b: Functions and Basic Operations
Topic 2a: numpy
Topic 2b: Mathematical Operations in Numpy
Topic3: Plotting and Data Visualization
Topic 4a: Scipy and Numerical Techniques
Topic 4b: Integration
Topic 4c: Solving Ordinary Differential Equations
Topic 5: Intro to Data Analysis
Topic 6a: Bayes’ Theorem
Topic 6b: Intro to Machine Learning
Topic 6c: Monte Carlo Methods
Topic 6d: Symbolic Computing
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