Python for Data Science
Python has become the go-to programming language for data science. On our two day course you will learn how to use it for next level data analysis that will give you a competitive edge.
106 already enrolled
Course Overview
2 day course
Certificate of Attendance
Private
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 live online or at a location of your choice across Australia.
What you'll learn
By the end of this course, you will be able to:
- Describe why we use progamming in Python Syntax
- Collect data from various sources
- Visualise data
- Enable Python libraries
- Clean and prepare data
Course agenda
Introduction
- Python History
- Users of Python
- Installing Python
- Installing IDE
Datatypes
- Numbers
- Sequences
- File
- Tuples
- Dictionaries
Logic
- If Statement
- If Else Statement
- Switch Statement
Loops
- While Loop
- Do... While Loop
- For Loop
- Foreach Loop
Functions
- Declarations
- Variable Scope
- Passing Values
Objects
- OO Programming
- Class declaration
- Methods & Properties
Data Science Intro
- Why Python for Data Science
- Popular packages
- Use cases
- Popular Libraries
- Panda
- Numpy
- SeaBorn
- Stats
- Matplotlib
- Scikit-learn
Working with data
- Reading & Writing to different data sources
- Cleaning data
- Visualisation
- Data Transformation
- Automation
APIs
- Connecting to an API
- Public BigQuery APIs
- Google Analytics API
Who it's for
If you want to take your first steps in becoming a Python developer or want to get into the growing industry of Data Science. This course is run over two consecutive days.
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Same expert-led private training, delivered the way that’s best for you. Choose from our instantly bookable standard course agenda, or build one tailored to your team. More about private learning.
Customised Private Agenda
For larger teams needing a bespoke agenda built around their goals and delivered live online or in person at a location of your choice. Get in touch to scope it out with our sales team.
- More than 12 people...
- Over one or several dates...
- Bespoke content...
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