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Introduction to Data Science: Analyse and Visualise Data with Python

It's been called the sexiest job of the 21st century. But what's involved in data science? And what makes it so sexy?!

In this course we will provide an introduction to data science by creating an analysis of Twitter data.

This course is a ideal for those looking to explore data science for fun or as a career.

Course Outline

Level

Beginner

Description

Learn the basics of data science by preparing, analysing and visualising Twitter data using Python.

Detail

Data Science Tasks

We will take a brief look at what data scientists do and the tools they use.

Getting your data

We will collect some Twitter data, clean it up and store it in a suitable file or database format.

Data manipulation

We will look at ways to handle data and implement some code to shape our Twitter data using the Python Numpy and Pandas libraries.

Data visualiation

We will look at ways to visualise data and implement some code to visualise our Twitter data using the Python Bokeh library.

Statistics

We will look at how to access various statistical methods using Python libraries and implement some code to perform statistical analysis of our Twitter data.

Price

Full price individual: £144 (reduced from £160)

Concession individual: £108 (reduced from £120)

Group of up to 8: £600

Skills you should have before you attend

You should be proficient in Python

What courses can I do before ?

To prepare for this course you can attend the following courses:

Introduction to Programming: Create a Music Player with Python
Programming Project: Part 1 - Python Programming

Skills you will pick up in the course

Key skill categories

On successful completion of this course, students will be able to

Dates

10 Mar 2018 to 11 Mar 2018

(2 days, Weekend 9:30 AM to 4:30 PM) at Think Create Learn, Ealing

Reserve

This course can be customised and delivered at a mutually-convenient time and place for groups

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