0% completed

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

Introduction Symbols and Complex Numbers Numerical Evaluation Algebraic Manipulation Quiz 6!Differentiation Integration Limits Quiz 7!Series Expansion Solving Equations Ordinary Differential Equations Quiz 8!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

Introduction 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

Where to Go from Here

Appendix

Files I/O LaTeX Formatting

Course Assessment

Python for Scientists and Engineers Exam

Python for Scientists and Engineers/

...

/

Where to Go from Here

Where to Go from Here

We'll cover the following...

Courses in data science
Courses in machine learning
Feedback

Here are some Educative courses that you might be interested in taking.

Courses in data science

...