Overview
Python Programming teaches the fundamentals of Python. It introduces the highly popular programming language with simplicity but brings forth the power and clear syntax of Python. It teaches the core features of Python and participants will be able to create software applications using Python. Besides, it teaches the NumPy and pandas packages that prepare participants to produce Data Analytics software applications. Topics covered include:
The Python programming environment: Learn to install and use the Anaconda programming environment to get the best out of Python.
The Python variables and types: Learn the fundamental elements that define a programming language.
Data structures including list, tuple, set, dictionary and string: Learn the building blocks that make up a Python program.
Operators: Learn how to use the components in constructing statements to express yourself in Python.
Program flow controls: Learn how to provide dynamism in programming.
Functions: Learn how to express yourself more fluently with statements.
Inputs and outputs: Learn how to create interactivity in Python.
File handling: Learn how to read from and store data to secondary storage.
NumPy: Learn how to use the popular package for managing numbers.
Pandas: Learn how to use extended data structures, Series and DataFrame for efficient management of data variables.
Create data analytics software applications using the data structures and functions in Python.
Course Description & Learning Outcomes
This course will equip learners with the following competencies:
Learn and apply data structures in Python
Learn and apply programming constructs in Python
Learn to create and use files and produce outputs in Python
Build a strong foundation in the fundamentals in Python programming
Learn and use libraries (e.g. NumPy and pandas) in Python API
Learn and apply Python programming language to create simple software applications
Schedule
End Date: 09 Jan 2025, Thursday
Location: 11 Research Link, COM 3 Singapore 119391, 119391
Skills Covered
PROFICIENCY LEVEL GUIDE
Beginner: Introduce the subject matter without the need to have any prerequisites.
Proficient: Requires learners to have prior knowledge of the subject.
Expert: Involves advanced and more complex understanding of the subject.
- Python (Proficiency level: Beginner)