2 day course 
Supporting material 
Private Book 2, Get 1 Free
Book two scheduled training sessions to be taken in 2024, and get a third one completely free! Simply add three courses to your basket, and the discount will be applied at check-out.
Python is one of the most searched topics on Stack Overflow. Due to its flexibility and the range of applications that Python can be used for, it's fast becoming the most sought after language in any developer's portfolio.
This two day course will start from the very beginning of installing Python 3, setting up your development environment and writing your first lines of code. However, by the end you will have a great understanding of Python and experience in working with data.
Through project based learning you will gain practical experience in working with all the general concepts of the python language, as well as retrieving, processing and visualising data.
Our Python for Data Science course is offered as a private training session and can be delivered at our own training facilities in San Francisco or Baltimore or any location of your choice.
Course overview
Who should attend:
Walk away with the ability to:
- Describe why we use progamming in Python Syntax
- Enable Python libraries
- Collect data from various sources
- Clean and prepare data
- Visualise data
Course agenda
- Python History
- Users of Python
- Installing Python
- Installing IDE
- Numbers
- Sequences
- File
- Tuples
- Dictionaries
- If Statement
- If Else Statement
- Switch Statement
- While Loop
- Do... While Loop
- For Loop
- Foreach Loop
- Declarations
- Variable Scope
- Passing Values
- OO Programming
- Class declaration
- Methods & Properties
- Why Python for Data Science
- Popular packages
- Use cases
- Popular Libraries
- Panda
- Numpy
- SeaBorn
- Stats
- Matplotlib
- Scikit-learn
- Reading & Writing to different data sourcesp
- Cleaning data
- Visualisation
- Data Transformation
- Automation
- Connecting to an API
- Public BigQuery APIs
- Google Analytics API