Data Analytics with Python

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
Participants who fulfil all requirements will receive a Statement of Attainment (SOA) issued by the SkillsFuture Singapore (SSG).
For a more beginner course in programming, please see the Fundamentals of Programming course.
Course Features
- Course Reference Number TGS-2019503433 & TGS-2019503767
- Duration 4 Days
- Mode of Training Full Time and Part Time
Course Provider

First Media Design School Pte. Ltd.
UEN: 200517638C
Full | Sporeans 21 - 39 yrs old / PRs 21 yrs old & above | Sporeans 40 yrs old & above (MCES1) | |
---|---|---|---|
$1872.50 | $1347.50 | $297.50 | |
Funding Validity Period |
All prices inclusive of GST
*Read more on SkillsFuture Subsidy calculation, MCES1 and Workfare