Python for Scientists and Engineers
Python for Scientists and Engineers (Book + VM + Videos)

Retired

This book is no longer available for sale.

Python for Scientists and Engineers

Last updated on 2014-11-30

About the Book

Learn Python via Cool Projects

The Python for Scientists and Engineers course, based on my highly successful Kickstarter, seeks to teach you advanced Python by building awesome projects.

Practice, not theory The course will be heavily practical, with little or no theory. The goal is to get you using Python for real world engineering applications. For each topic, we will choose a real case scenario and build a quick solution in Python to solve our problem. These are the topics we will cover:

Introduction to Python I will cover the basics of the Python, specifically for the programmers wanting to use Python for engineering.This will be a quick introduction to Python for people who know at least one other programming language.

Image and Video processing

  • Detect faces in images and video
  • Count objects in an image
  • Detect color of a shirt
  • Detect Motion

Audio

Create a sine wave, find its frequency, simple filtering

Analysis and plotting with Numpy, Scipy and Matplotlib

Learn how to work with and graph scientific data

Machine Learning

Build an Amazon like recommendation engine in Python.

Statistics and data manipulation

The Python pandas library is Python's answer to R, and used extensively in financial analysis.

Turn your Raspberry Pi into a web server

Learn how to control your Pi via a web browser, using your laptop or even iPad.

About the Author

Shantnu Tiwari
Shantnu Tiwari

http://pythonforengineers.com

Table of Contents

  • Introduction
  • Create a Word Counter in Python
  • An introduction to Numpy and Matplotlib
  • Audio processing
  • Python Pandas
  • Image and Video Processing
  • MultiThreading vs Multiprocessing in Python
  • Machine Learning with an Amazon like Recommendation Engine
  • Raspberry Pi web server
  • Thank you for reading!

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