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Course summary

Learn the basic of Python in 4 weeks, you will be able to build your very own basic python tools.

Who is this for

Absolute beginner that wants to enter the field of Data Science, also suitable for python beginners that wants to build simple application

Prerequisites

No prior knowledge in programming is required. However, students are expected to have some experience in working on spreadsheet – related type of projects.

Curriculum

Week 1 – Introduction to python

Class 1 – From excel to python
  • 1.1 Setup fundamentals framework (Jupyter notebook/anaconda)
  • 1.2 What can be done in python? (automation)
  • 1.3 General python commands/Navigating in jupyter notebook
  • 1.4 Variables
Class 2 – Data types
  • 2.1 Integer, string, float
  • 2.2 List, dictionaries, tuples
  • 2.3 Basic mathematics application
  • 2.4 in-class test

Week 2 – Python concepts

Class 3 – Basic python logic & commands
  • 3.1 if-statements
  • 3.2 exercises in if statements
  • 3.3 loops
  • 3.4 exercises in loops
Class 4 – Application of python logic
  • 4.1 Functions
  • 4.2 Exercises in functions
  • 4.3 Summary exercises
  • 4.4 In-class test

Week 3 – Real world application in python

Class 5 – pandas – spreadsheet like application
  • What is a python libraries? Online resources
  • Pandas
  • Requests
Class 6 – Real world application in python ( Demo)