UEN No.: 198802365N

WSQ

Learning Python for Data Analysis and More

course details

Duration and Time

Training Time

Course Duration

16 HRS

Course Information

Course Reference Number

TGS-2023021750

Funding Validity Period

23 May 2023 To
22 May 2025

Mode of Training

Classroom

COURSE OVERVIEW

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 learn the syntax and program logic techniques of python and apply it to creating data analysis routines as well as to use python libraries for data visualization in Power BI Desktop and Tablea

By the end of this course, learners will be able to:

  • Understand the characteristics of the programming language that is suitable for business use.
  • Apply best practice to create program designs and code structures and organisation.
  • Develop algorithm and data structure in python according to business requirements.
  • Apply multiple functions and libraries available in python on business requirements.
  • Resolve errors and bugs using problem-solving and error handling techniques in python.
  • Address business objectives and processes with python solution.
  • Incorporate program enhancements to produce desired outcome.
  • Apply code documentation for changes in code to address business changes.

Course Content

Learning Unit 1: Understand the concept of Software Development
  • Understanding software programming
  • Introduction to Python
Learning Unit 2: Enhance Programming Design Approach through Design and Scripting Tools like Pseudo-Code and Flowchart
  • Creating Program Description and Specification Approach
  • Tools to Design Program Scripts
Learning Unit 3: Understanding Different Data Structure Types and Variables in Python
  • Create algorithm to perform computations in Python
  • Apply Various Data Structure for Variables and Lists
Learning Unit 4: Understand Python Programming Syntax with Functions and Libraries for Data Analysis
  • Using Types of Functions and Procedures to Address Business Requirements
  • Incorporating Python Libraries for Data Analysis
Learning Unit 5: Create Routines for Problem-Solving and Error Handling with Conditional Statements
  • Using Conditional Statements for Problem Solving
  • Routines for Error Handling
Learning Unit 6: Create Different Loop Routines with Variables in Python
  • Using Different LOOP Statements

 

This training is relevant to all workers, PMETs, executives and professionals who are required to perform tasks automation and data analysis to engage with stakeholders and target audience to promote a business case as well as to present Management with business insights to facilitate decision making.

  • Workforce Skills Qualifications (“ES WSQ”) Workplace Literacy (“WPL”) level 3.
  • Be able to read and write English at a proficiency level equivalent to ES WSQ WPL level 3.
  • Be able to manipulate numbers at a proficiency level equivalent to ES WSQ Workplace Numeracy (“WPN”) level 3.
  • Learners to have minimum GCE ‘O’ level or ITE certificate education
  • Learner should have at least 1 year’s working experience in any industry.
  • Learners must be able to operate a personal computer, use keyboard and mouse
Course Outline

Download the PDF below for a summary of the course outline.

COURSE FEES

Company Sponsored

Funding Type Full Fee 9% GST (on full course fee) Funding Amount Nett Fee Payable (incl. GST)
Small Medium Enterprises (SMEs) $600 $54 $420 (70% off course fee) $234
Non Small Medium Enterprises $600 $54 $300 (50% off course fee) $354
Singaporean Employees aged 40 years and above $600 $54 $420 (70% off course fee) $234

Course Fee Funding:
SME: 70% of course fee
Non-SME: 50% of course fee
Non-SME(MCES): 70% of course fee

$4.50 per training hour capped at $100,000 per enterprise per calendar year

Self-Sponsored

Funding Type Full Fee 9% GST (on full course fee) Funding Amount Nett Fee Payable (incl. GST)
Singapore Citizens (40 years and above) $600 $54 $420 (70% off course fee) $234
Singapore Citizens (21 to 39 years old) & Permanent Residents (21 years old and above) $600 $54 $300 (50% off course fee) $354

Course Fee Funding:
MCES: 70% of course fee
Normal: 50% of course fee

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