Mastering Data Analysis with Python
About This Course
This course aims to equip learners with the knowledge and skills to develop Python programs. Python is one of the most versatile software programming languages and is widely used in AI and machine learning. Its versatility also extends to business intelligence tools. This course will help learners master the syntax and program logic techniques of Python and apply them to creating data analysis routines as well as to using Python libraries for data visualization in Power BI.
What You'll Learn
LO1: Identify the characteristics of the programming language that is suitable for business use.
LO2: Apply best practice to create program designs and code structures and organisation.
LO3: Develop algorithm and data structure in python according to business requirements.
LO4: Apply multiple functions and libraries available in python on business requirements.
LO5: Solve errors and bugs using problem-solving and error handling techniques in python.
LO6: Make use of business objectives and processes for python solution.
LO7: Experiment with program enhancements to produce desired outcome.
LO8: Apply code documentation for changes in code to address business changes.
Entry Requirements
Learners are expected to have a minimum of:
1. At least 1 year of working experience
2. Lower secondary level education
3. Proficiency in English at WSQ WPL Level 5 (reading, writing, speaking, and listening)
4. Proficiency in number manipulation at WSQ WPN Level 5
5. Competence in using a computer, including a keyboard and a mouse, and internet
6. Familiarity with the OS environment
7. Familiarity with computational thinking and logical reasoning
8. Ability to understand basic problem-solving approaches