Gain insights into Python for scientific computing. Explore arrays, plotting, linear equations, and algorithms using NumPy, Matplotlib, SciPy. Delve into applying tools with practical exercises.

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Python3

If you're a scientist or an engineer interested in learning scientific computing, this is the place to start.

In this course, you'll learn to write your own useful code to perform impactful scientific computations. Along the way, your understanding will be tested with periodic quizzes and exercises.

Topics covered in this course include arrays, plotting, linear equations, symbolic computation, scientific algorithms, and random variables. You’ll also be exposed to popular Python packages like NumPy, Matplotlib, SciPy, and others. In the last part of the course, the application section will test your ability to recall and apply the tools you have studied into newly learned scientific concepts.

At the end of this course, you'll be equipped with the tools necessary for everyday scientific computation.

Python for Scientists and Engineers

Which of the following can be the value of `z` if `z` is given by:
```python 3
z = np.polyfit(x, y, 3)
```

*Note: This question can have more than one answer.*

Which of the following can be the value of <code>z</code> if <code>z</code> is given by:
<pre><code class="language-python">z = np.polyfit(x, y, 3)
</code></pre>
Note: This question can have more than one answer.

Plots polynomials out from the coefficients of the polynomial.

Creates a polynomial from the polynomial coefficients. 

Generates an array of random polynomials coefficients. 

Coverts 2-dimensional polynomials into 1-dimensional polynomials.

What does <code>poly1d</code> do?

The `curve_fit` function needs to be called with two neccessary arguments.

The <code>curve_fit</code> function needs to be called with two neccessary arguments.

There are two minimum input arguments for `fmin`.

There are two minimum input arguments for <code>fmin</code>.

Finds all the minima of a function in the given range.

It finds the minimum of the function in the given range.

Returns all the values of a function in a given range.

What does <code>fminbound</code> do?

Fourier transform computes the peaks only in the postive frequency domain. 

Fourier transform computes the peaks only in the postive frequency domain.

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In the next exercise, you will perform a triple integration over a bounded region. 

A quiz to test your understanding of the concepts we have learned.

Introduction

Python Refresher

Arrays

Plotting

Systems of Linear Equations

Symbolic Computation

Scientific Algorithms

Random Variables

Applications

Conclusion

Appendix

Python for Scientists and Engineers Exam

Quiz 10!