Learning Python for Data Analysis and More
TGS-2023021750
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 Tableau
Training Type
Full Time
Who Should Attend
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.
Course Duration
2 Days
Total Training Duration (Hour)
16
Course Outline
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 Handlin
Learning Unit 6: Create Different Loop Routines with Variables in Python
- Using Different LOOP Statements
Course Learning Outcome
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.
Pre-requisites
- 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
Funding Information
23 May 2023 To 22 May 2025
Course Pre-Requisites
Price
| Course Fee Payable | ||
|---|---|---|
| Original Fee | Before GST | With GST (9%) |
| Course Fee | $600.00 | $654.00 |
| Individual Pricing (Fee payable to Training Provider) | Before GST | With GST (9%) |
| Individual (Baseline) | $300.00 | $354.00 |
| Individual (MCES) | $180.00 | $234.00 |
| Corporate Pricing (Fee payable to Training Provider) | ||
| SME | Before GST | With GST (9%) |
| Corporate (SME) | $180.00 | $234.00 |
| Non-SME | Before GST | With GST (9%) |
| Corporate (Non-SME, Baseline) | $300.00 | $354.00 |
| Corporate (Non-SME, MCES) | $180.00 | $234.00 |
Company Sponsored Funding Types
- SME
- Company registered or incorporated in Singapore AND employment size of not more than 200 or with annual sales turnover of not more than $100 million
- 70% of course fee funded
- Non-SME (Baseline)
- Non-SME companies, employee is Singaporean or PR aged below 40
- 50% of course fee funded
- Non-SME (MCES)
- Non-SME companies, employee is Singaporean aged 40 years and above
- 70% of course fee funded
Absentee Payroll Funding for Companies:
- $4.50 per training hour capped at $100,000 per enterprise per calendar year
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Self-sponsored Funding Types
- MCES
- Singaporean aged 40 years and above
- 70% of course fee funded
- Normal
- Singaporean / PR aged 21 years and above
- 50% of course fee funded
