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All LessonsFree Lessons (7)

Introduction

Introduction About This Course

Python Refresher

Data Types and Variables Operators Conditional Statements Loops Functions Lambdas Lists Tuples and Dictionaries Using Python Packages Quiz 1!Exercise: Check Sum Solution Review: Check Sum

Arrays

Introduction Vectors Multidimensional Arrays Quiz 2!Indexing Arrays Array Operations Data Processing Smart Array Programming Quiz 3!Exercise: Accessing 2-Dimensional Arrays Solution Review: Accessing 2-Dimensional Arrays Exercise: Using Conditions on Arrays Solution Review: Using Conditions on Arrays

Plotting

Basic Plotting Important Note!Plotting Multiple Curves Setting Up the Axes Gallery of Graphs 3-D Plots Quiz 4!Exercise: Plotting Temperatures Solution Review: Plotting Temperatures Exercise: Plotting Torus Solution Review: Plotting Torus

Systems of Linear Equations

Building and Solving Linear Equations Eigenvalues and Eigenvectors Matrix Operations Sparse Matrices Quiz 5!Exercise: Fitting a Wave Solution Review: Fitting a Wave

Symbolic Computation

Symbols and Complex Numbers

Numerical Evaluation

Algebraic Manipulation

Differentiation

Series Expansion

Solving Equations

Ordinary Differential Equations

Exercise: Integrating Complex Functions

Solution Review: Integrating Complex Functions

Exercise: Solve a Differential Equation

Solution Review: Solve a Differential Equation

Scientific Algorithms

Introduction Numerical Integration Interpolation Quiz 9!Polynomial Fitting Curve Fitting Optimization Fourier Transforms Quiz 10!Exercise: Triple Integral Over a Bounded Region Solution Review: Triple Integral Over a Bounded Region Exercise: Parameters of an FID Signal Solution Review: Parameters of an FID Signal

Random Variables

Random Numbers Flipping Coins Bernoulli Variable Normal Continuous Random Variables Histograms and Probability Density Function Percentiles Quiz 11!Exercise: Predicting Election Results Solution Review: Predicting Election Results

Applications

Preview: Setting Up an Optical System

Exercise: Setting Up an Optical System

Solution Review: Setting Up an Optical System

Preview: Transfer Functions

Exercise: Transfer Functions

Solution Review: Transfer Functions

Preview: Harmonographs

Exercise: Harmonographs

Solution Review: Harmonographs

Conclusion

Last Thoughts Where to Go from Here

Appendix

Files I/O LaTeX Formatting

Course Assessment

Python for Scientists and Engineers Exam

Python for Scientists and Engineers/

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Introduction

Introduction

A brief introduction to SymPy.

We'll cover the following...

Introduction
Importing SymPy

In symbolic computation, we process generic variables instead of numerical calculations. ...