Coding for Data Analysis and Visualisation

A one-day course designed to introduce learners to the following:

Jupyter Notebook
Python
Pandas
Matplotlib
Seaborn

Topics covered

Using Jupyter Notebook

- What is Jupyter?
- Creating notebooks
- Running cells
- Cell types

Python

- What is Python?
- Lists
    - Indexing
    - Slicing
    - Sorting

- Dictionaries
    - Keys
    - Values
    - Methods
    - Printing keys and values 
    
- Files
    - Opening files
    - Readlines
    - Slicing
    - Len
    - strip()
    - lower()
    - Removing duplicates

Using Pandas

- What is pandas?
- Dataframes
- head()
- info()
- tail()
- describe()
- Exploratory Data Analysis
- Reading data
- Cleaning data
- Transforming data
- Visualising data

Using Matplotlib and Seaborn <<<<<<< HEAD

- Visualising data

=======

- Visualising data

8c13cff376dba723c187aea125995f38a6416b36