Course Details
Course Details
What You'll Learn
Topic 1 Build Functional Python Apps with Vibe Coding
Topic 2 Deploy Python Apps on Streamlit
Topic 3 Build OOP Python Apps with Vibe Coding
Topic 4 Database Integration with Vibe Coding
Topic 5 Error Handling with Vibe Coding
Final Assessment
Written Assessment - Short Answer Questions (WA-SAQ)
Case Study (CS)
Oral Questioning (OQ)
Assessment
- Written Exam
- Practical Exam
Course Info
Promotion Code
Promo or discount cannot be applied to WSQ courses
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions with minimum Computer Literacy Level 2 based on ICAS Computer Skills Assessment Framework
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
- Minimum 18 years old
Minimum Software/Hardware Requirement
Software:
Download and Install the following software
Sign up free Google Colab account
Hardware: Window or Mac Laptops
About Progressive Wage Model (PWM)
The Progressive Wage Model (PWM) helps to increase wages of workers through upgrading skills and improving productivity.
Employers must ensure that their Singapore citizen and PR workers meet the PWM training requirements of attaining at least 1 Workforce Skills Qualification (WSQ) Statement of Attainment, out of the list of approved WSQ training modules.
For more information on PWM, please visit MOM site.
Funding Eligility Criteria
| Individual Sponsored Trainee | Employer Sponsored Trainee |
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SkillsFuture Credit:
PSEA:
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Absentee Payroll (AP) Funding:
SFEC:
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Steps to Apply Skills Future Claim
- The staff will send you an invoice with the fee breakdown.
- Login to the MySkillsFuture portal, select the course you’re enrolling on and enter the course date and schedule.
- Enter the course fee payable by you (including GST) and enter the amount of credit to claim.
- Upload your invoice and click ‘Submit’
SkillsFuture Level-Up Program
The SkillsFuture Level-Up Programme provides greater structural support for mid-career Singaporeans aged 40 years and above to pursue a substantive skills reboot and stay relevant in a changing economy. For more information, visit SkillsFuture Level-Up Programme
Get Additional Course Fee Support Up to $500 under UTAP
The Union Training Assistance Programme (UTAP) is a training benefit provided to NTUC Union Members with an objective of encouraging them to upgrade with skills training. It is provided to minimize the training cost. If you are a NTUC Union Member then you can get 50% funding (capped at $500 per year) under Union Training Assistance Programme (UTAP).
For more information visit NTUC U Portal – Union Training Assistance Program (UTAP)
Steps to Apply UTAP
- Log in to your U Portal account to submit your UTAP application upon completion of the course.
Note
- SSG subsidy is available for Singapore Citizens, Permanent Residents, and Corporates.
- All Singaporeans aged 25 and above can use their SkillsFuture Credit to pay. For more details, visit www.skillsfuture.gov.sg/credit
- An unfunded course fee can be claimed via SkillsFuture Credit or paid in cash.
- UTAP funding for NTUC Union Members is capped at $250 for 39 years and below and at $500 for 40 years and above.
- UTAP support amount will be paid to training provider first and claimed after end of class by learner.
Appeal Process
- The candidate has the right to disagree with the assessment decision made by the assessor.
- When giving feedback to the candidate, the assessor must check with the candidate if he agrees with the assessment outcome.
- If the candidate agrees with the assessment outcome, the assessor & the candidate must sign the Assessment Summary Record.
- If the candidate disagrees with the assessment outcome, he/she should not sign in the Assessment Summary Record.
- If the candidate intends to appeal the decision, he/she should first discuss the matter with the assessor/assessment manager.
- If the candidate is still not satisfied with the decision, the candidate must notify the assessor of the decision to appeal. The assessor will reflect the candidate’s intention in the Feedback Section of the Assessment Summary Record.
- The assessor will notify the assessor manager about the candidate’s intention to lodge an appeal.
- The candidate must lodge the appeal within 7 days, giving reasons for appeal
- The assessor can help the candidate with writing and lodging the appeal.
- he assessment manager will collect information from the candidate & assessor and give a final decision.
- A record of the appeal and any subsequent actions and findings will be made.
- An Assessment Appeal Panel will be formed to review and give a decision.
- The outcome of the appeal will be made known to the candidate within 2 weeks from the date the appeal was lodged.
- The decision of the Assessment Appeal Panel is final and no further appeal will be entertained.
- Please click the link below to fill up the Candidates Appeal Form.
Job Roles
Job Roles
- Aspiring Software Developer
- Data Analyst
- Web Developer
- Automation Engineer
- Data Scientist
- System Administrator
- Bioinformatics Specialist
- Research Scientist
- Finance Professional
- Machine Learning Enthusiast
- GIS (Geographic Information System) Specialist
- IT Consultant
- Network Engineer
- Database Administrator
- Tech Entrepreneur.
Trainers
Trainers
Dr Alvin Ang is a data science and AI trainer with extensive academic and industry experience, holding a Ph.D. in Operations Research from Nanyang Technological University. Over the past decade, he has taught at leading institutions such as NTU, SUSS, Curtin University, and SP Jain School of Global Management, receiving multiple teaching awards for excellence. His expertise includes Python programming, object-oriented programming (OOP), machine learning, and advanced data analytics, which he has applied in both research and consultancy roles. Dr Ang is also the founder of the open-source data science community DataFrens.sg, where he actively promotes practical applications of coding and analytics in solving real-world problems.
An ACLP-certified trainer with multiple IBM and Kaggle certifications in Python, data science, and software development, Dr Ang is highly skilled in guiding learners from foundational coding skills to advanced programming techniques. He has taught Python extensively in academic, professional, and corporate settings, equipping learners to design modular programs, apply OOP principles, and build scalable applications. With his learner-centered approach and hands-on teaching style, Dr Ang ensures participants gain the confidence and competence to take their Python skills to the next level, enabling them to apply advanced programming concepts in data science, AI, and software development projects.
Shahul Hameed Maricar is an ACLP-certified trainer with over a decade of experience in software systems integration, coding, and data science. With a strong foundation in both hardware and software development, he has delivered training in Python, JavaScript, HTML/CSS, and embedded systems across corporate, academic, and adult learning environments. As an associate trainer with Tertiary Infotech and other institutions, Shahul has successfully conducted WSQ programs in Python programming, web development, and product design, equipping learners with practical skills that bridge technical theory and real-world applications.
A passionate educator and solutions developer, Shahul emphasizes problem-solving and hands-on practice in his teaching. His expertise in Python programming extends into advanced topics such as modular design and algorithm development, making him well-positioned to guide learners into mastering Object-Oriented Programming (OOP). By leveraging his broad multidisciplinary background in coding, engineering design, and applied technology, Shahul ensures participants gain the confidence and competence to advance their Python skills, enabling them to build robust, scalable, and industry-relevant applications.
Review
Customer Reviews (171)
- Average Rating: 3.0/5 Review by Course Participant/Trainee
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N/A (Posted on 3/13/2026)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Average Rating: 3.0/5 Review by Course Participant/Trainee
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Not very conducive venue. Can’t see the screen well. Not clear, too small. (Posted on 3/13/2026)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Average Rating: 4.0/5 Review by Course Participant/Trainee
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1. Projector is too small 2. No hot water provided 3. Aircon wasn’t working on the first day morning. 4. Last minute rescheduling of venue disrupted my travelling plan and decision making for the course. (Posted on 3/13/2026)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Average Rating: 3.0/5 Review by Course Participant/Trainee
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Can't see the projected screen. (Posted on 3/13/2026)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Average Rating: 3.7/5 Review by Course Participant/Trainee
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Went to wrong venue. Late info on venue change. Name is not in chat group. Projector image is poor. (Posted on 3/13/2026)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
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