Introduction to Python

FOR BEGINNERS

Training description

Python is a powerful programming language, which became extremely popular not only because of clear syntax and gentle learning curve but also for its contribution in developing solutions in Data Science and Artificial Intelligence (AI).

“Introduction to Python” is a training dedicated to everyone who would like to kick-start their career with Python.

Duration: 3 days 8 hours each (including an hour lunch break)

Requirements: to participate in this training you need basic knowledge of statistics.

Training agenda

Part one: Let’s get it started

Python Installation
Python 2.X vs. 3.X
Python Distribution
PyCharm IDE and Jupyter Notebook
Importing modules
Data structures
Variables -creating, manipulation
Built-in data types

Part two: The necessary foundation

For loop and derivatives
Conditional functions – if and derivatives
List comprehension

Part three: The missing link

Creating functions – reasons, basics, advantages
Exceptions
Object-oriented programming

Part four: Be independent!

Creating virtual environments
How to manage Python code in a project

Part five: Let’s dig deeper!

Numpy
Pandas

Part six: The bright side of programming

Matplotlib & seaborn – data visualization solutions
- Syntax basics
- How to customise a plot design
Interactive data visualisation by Bokeh
- Podstawy Syntax basics
- How to customise a plot design

Introduction to Python

FOR BEGINNERS