Python for Data Science

Name: Python for Data Science
Price: 599.00 SGD

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.

2 day course

Supporting material

Private

A private training session for your team. Groups can be of any size, at a location of your choice including our training centres.

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 training facility in Suntec City or any location of your choice.

Course overview

Who should attend:

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.

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

On day one we'll cover:

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

On day two we'll cover:

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 sourcesp
Cleaning data
Visualisation
Data Transformation
Automation

APIs

Connecting to an API
Public BigQuery APIs
Google Analytics API

Book this course

Call our sales team today

65 697 16440