Learning Python for Data Analysis and More (16 hrs)
Course Code: TGS-2023021750 | SSG Funded
*Classroom-based Learning*
This course aims to equip participants 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 participants 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.
Participants who fulfil all requirements will receive a Statement of Attainment (SOA) issued by SkillsFuture Singapore (SSG).
- 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.
Understand the concept of software development
- Understanding software programming
- Introduction to Python
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
Understanding different data structure types and variables in Python
- Create algorithm to perform computations in Python
- Apply various data structure for variables and lists
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
Create routines for problem-solving and error handling with conditional statements
- Using conditional statements for problem solving
- Routines for error handling
Create different loop routines with variables in Python
- Using different LOOP statements
Lectures, demonstration and hands-on activities designed to provide practical experiences with skills being taught.
This course is suitable for 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.
Prerequisites
Participants are assumed to:
- Have 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
- Have minimum GCE ‘O’ level or ITE certificate education
- Have at least 1 year’s working experience in any industry
- Be able to operate a personal computer, use keyboard and mouse
Duration : 2 days (16 hrs)
Time : 9:00am to 6:00pm
With effect from 1 Jan 2024
| Type | Individuals | |||
| Singapore Citizens and Permanent Residents (Aged ≥ 21 years old) | Employer-sponsored and Self-Sponsored Singapore Citizens aged ≥ 40 years old | SME-sponsored Singapore Citizens and Permanent Residents | Non-SME-sponsored Singapore Citizens and Permanent Residents | |
| Type of Funding | ||||
| SkillsFuture Funding (Baseline) | SkillsFuture Mid-career Enhanced Subsidy | SkillsFuture Enhanced Training Support for SMEs | SkillsFuture Training Support for Non-SMEs | |
| Course Fee | $600.00 | $600.00 | $600.00 | $600.00 |
| Less: SkillsFuture Funding | $300.00 | $420.00 | $420.00 | $300.00 |
| Total Nett Fee | $300.00 | $180.00 | $180.00 | $300.00 |
| Add: GST @ 9% of Course Fee | $54.00 | $54.00 | $54.00 | $54.00 |
| Total Fee Payable to SQC | $354.00 | $234.00 | $234.00 | $354.00 |
Skill Code: ACC-DIT-3018-1.1
Skill Title: Programming and Coding-3
Funding valid till 22 May 2025
* Please click HERE for detailed information on general terms and conditions.
* Please click HERE for detailed information on course fee funding schemes, SkillsFuture credit, and complete listing of funded courses. This course is eligible for use of SkillsFuture credit.
(A course in partnership with James Cook Institute Pte. Ltd. [formerly known as Eagle Infotech] UEN198802365N)
- 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.
Understand the concept of software development
- Understanding software programming
- Introduction to Python
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
Understanding different data structure types and variables in Python
- Create algorithm to perform computations in Python
- Apply various data structure for variables and lists
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
Create routines for problem-solving and error handling with conditional statements
- Using conditional statements for problem solving
- Routines for error handling
Create different loop routines with variables in Python
- Using different LOOP statements
Lectures, demonstration and hands-on activities designed to provide practical experiences with skills being taught.
This course is suitable for 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.
Prerequisites
Participants are assumed to:
- Have 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
- Have minimum GCE ‘O’ level or ITE certificate education
- Have at least 1 year’s working experience in any industry
- Be able to operate a personal computer, use keyboard and mouse
Duration : 2 days (16 hrs)
Time : 9:00am to 6:00pm
With effect from 1 Jan 2024
| Type | Individuals | |||
| Singapore Citizens and Permanent Residents (Aged ≥ 21 years old) | Employer-sponsored and Self-Sponsored Singapore Citizens aged ≥ 40 years old | SME-sponsored Singapore Citizens and Permanent Residents | Non-SME-sponsored Singapore Citizens and Permanent Residents | |
| Type of Funding | ||||
| SkillsFuture Funding (Baseline) | SkillsFuture Mid-career Enhanced Subsidy | SkillsFuture Enhanced Training Support for SMEs | SkillsFuture Training Support for Non-SMEs | |
| Course Fee | $600.00 | $600.00 | $600.00 | $600.00 |
| Less: SkillsFuture Funding | $300.00 | $420.00 | $420.00 | $300.00 |
| Total Nett Fee | $300.00 | $180.00 | $180.00 | $300.00 |
| Add: GST @ 9% of Course Fee | $54.00 | $54.00 | $54.00 | $54.00 |
| Total Fee Payable to SQC | $354.00 | $234.00 | $234.00 | $354.00 |
Skill Code: ACC-DIT-3018-1.1
Skill Title: Programming and Coding-3
Funding valid till 22 May 2025
* Please click HERE for detailed information on general terms and conditions.
* Please click HERE for detailed information on course fee funding schemes, SkillsFuture credit, and complete listing of funded courses. This course is eligible for use of SkillsFuture credit.
(A course in partnership with James Cook Institute Pte. Ltd. [formerly known as Eagle Infotech] UEN198802365N)
Course Application
| Details | Registration |
|---|---|
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January 25, 2024 - January 26, 2024 (9:00 am - 6:00 pm)
[Classroom]
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Closed |
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February 22, 2024 - February 23, 2024 (9:00 am - 6:00 pm)
[Classroom]
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Closed |
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March 18, 2024 - March 19, 2024 (9:00 am - 6:00 pm)
[Classroom]
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Closed |
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April 25, 2024 - April 26, 2024 (9:00 am - 6:00 pm)
[Classroom]
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Closed |
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May 23, 2024 - May 24, 2024 (9:00 am - 6:00 pm)
[Classroom]
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Closed |
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June 27, 2024 - June 28, 2024 (9:00 am - 6:00 pm)
[Classroom]
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Register Now |
