Programming with Python 3

Contents:

• Session 01
  • Introduction
    • Installation of PyCharm IDE for Python
  • Word Counter in Python
    • Read and print file
    • Count words and lines
    • Count lines fixed
    • Bringing it all together
• Session 02
  • Pandas - python data analysis tool
    • Brief introduction into Pandas
    • Pandas and Matplotlib installation
    • First example: IMU data
    • Second example: Wage hours
    • Merging in Pandas
    • Data Analysis with Pandas
• Session 03
  • Numpy - python array computing tool
    • Brief introduction into numpy and installation
    • Basic steps
    • List comprehensions
    • Difference between list comprehensions and numpy
    • Plotting sin and cos waves
    • Plotting salary vs names
  • Homework
• Session 04
  • Jupyter
  • DSP - digital signal processing
    • First tutorial
    • Second tutorial
    • Third tutorial
    • Optional: Fourth tutorial
• Session 05
  • SQL Databases and Python
  • Introduction to SQLite, Examples
    • Creation of databases
    • Query of data
  • Excercises
    • Exercise 1
    • Exercise 2
    • Exercise 3
    • Code segements
• Session 06
  • noSQL Databases and Python
• Session 07
  • IoT with Python and MicroPython

Indices and tables

• Index
• Module Index
• Search Page