Python for Scientists and Engineers

“Python for Scientists and Engineers” delves into the practical applications of Python in scientific and engineering fields. The document explores how Python can be utilized to streamline processes, analyze data, and solve complex problems in these domains. It highlights the versatility of Python in handling tasks such as data manipulation, visualization, and modeling. By leveraging Python’s libraries and tools, scientists and engineers can enhance their workflow efficiency and achieve more accurate results. The document emphasizes the importance of Python as a valuable tool for professionals seeking to optimize their work in scientific research and engineering projects.

Visit Python for Scientists and Engineers

Audio and Digital Signal Processing(DSP) in Python

In this project, we are going to create a sine wave, and save it as a wav file. But before that, some theory you should know. : The frequency is the number of times a sine wave repeats a second. I wil...

Data Analysis with Pandas

Python for Scientists and Engineers

You must have seen in Chapter on plotting that Python can be used to parse csv files. You might also have noted that it is fairly painful. While there are libraries like csv_reader() , they still aren...

Create a Word Counter in Python

Python for Scientists and Engineers

This chapter is for those new to Python, but I recommend everyone go through it, just so that we are all on equal footing. Okay folks, we are going to start gentle. We will build a simple utility call...

Python for Scientists and Engineers

Python for Scientists and Engineers was the first book I wrote. I've decided to make it free to read online, though if you want to read it on your laptop/phone, you can also buy a copy here . The code...

An introduction to Numpy and Matplotlib

Python for Scientists and Engineers

A very important part of Python is list comprehensions. They will come up again and again in any example you see online, so I thought I’d go over them separately. They are technically not a part of Nu...

Machine Learning with an Amazon like Recommendation Engine

Python for Scientists and Engineers

If you have been to Amazon, you must have seen the “also bought” section, which recommends which other movies / books you will like, based on the movies your currently bought/rated. Amazon is a specia...

Image and Video Processing in Python

Python for Scientists and Engineers

Computer graphics often use the RBG model, which stands for Red, Green and Blue. These are the three primary colors that can be used to create other colors. If you want an overview, Wikipedia has a go...

Introduction to Pandas with Practical Examples

Python for Scientists and Engineers

This is a quick introduction to Pandas. Rather than giving a theoretical introduction to the millions of features Pandas has, we will be going in using 2 examples: The repo for the code is here . Let’...