Python Data Science Course

Data Analytics with Python trains learners in data science using Python programming language. Hands-on coding with Python to solve real-world problems with data analysis and data visualisation.

Course Title

• Visions of the Future (TGS-2019503433)
• Enhanced Visual Storytelling (TGS-2019503767)

Course Objectives

At the end of the programme, you will be required to create a data analysis along with infographics for real world problems using real data sets extracted from respective government websites. You will learn:

• An understanding of fundamental programming concepts
• Utilise Python as a tool for data visualisation and analysis
• Work with real-world data and solve real-world problems
• Experience Data Analytics tools (Pandas, Numpy, Matplotlib, Seaborn)
• Developing a content strategy for effective infographics design

Course Content

Python Programming and Data Structure

• Introduction to Data Analytics and Python
• Manipulating Strings and Variables
• Evaluating Data Structures
• Lists, Tuples and Dictionaries
• Invoking functions with Python

Designing Presentation of Data

• Introduction to Jupyter Notebook
• Introduction to MatPlotLib
• Interacting with DataFrame and Series with Pandas
• Data Cleaning and Data Aggregation concepts
• Pandas filtering and indexing

Constructing Data-Driven Insights

• Titanic Case Study
• Analysing Titanic with Pandas Dataframe
• Conceptualising Preliminary Exploratory Data Analysis (EDA)
• Applying Data Imputation and Data Visualisation techniques on the Titanic
• Deriving Quantitative Insights by Identifying Patterns from Data

Data Visualization Techniques

• Introduction to Infographics
• Developing Content Strategy in Infographics Design

Certification