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Create REST APIs with AI Vibe Coding

Course Information

  • Sessions 2 days
  • Duration 16 hrs
  • Level Beginner
  • Assessment 2 hrs

Venue

12 Woodlands Square #07-85/86/87 Woods Square Tower 1, Singapore 737715. 5 mins walk from Woodlands (NS9) MRT station.

The venue is disabled-friendly.

Skills Framework

TSC Title
Applications Integration
TSC Code
ICT-DIT-3003-1.1

Funding Validity

Funding for this course is valid from 22 Dec 2021 to 21 Dec 2027. Register and complete the course within this period to qualify for funding support.

Learning Outcomes

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

  • LO1: Identify and assess REST API to create connections
  • LO2: Integrate data and functions with REST API.
  • LO3: Support REST API integration
  • LO4: Perform tests and checks on the connection to databases
  • LO5: Modify the REST API to enhance integration and security.

Course Brochure

Download Course Brochure

Certification

  • Certificate of Achievement from Tertiary Infotech Academy Pte Ltd - Upon meeting at least 75% attendance and passing the assessment(s), participants will receive a Certificate of Achievement from Tertiary Infotech Academy Pte Ltd.
  • OpenCerts from SkillsFuture Singapore - After passing the assessment(s) and achieving at least 75% attendance, participants will receive a OpenCert (aka Statement of Achievement) from SkillsFuture Singapore, certifying that they have achieved the Competency Standard(s) in the above Skills Framework.

WSQ - Create REST APIs with AI Vibe Coding

Course Code: TGS-2021010365
  • WSQ
  • SFC
  • PSEA
  • UTAP
  • SFEC
  • Absentee Payroll
  • MCES

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What's This Course About

The WSQ Create REST APIs with AI Vibe Coding course equips learners with practical skills to design, build, test, and integrate REST APIs using modern AI-assisted coding techniques. Through hands-on activities, participants will use AI coding tools to accelerate development, generate code, troubleshoot errors, and refine API functionality while developing a strong understanding of REST API fundamentals.

Learners will explore key API concepts including endpoints, routes, HTTP methods, request and response handling, status codes, JSON data, and URL structures. They will build REST APIs that support common operations such as creating, retrieving, updating, and deleting data, and use tools such as Postman to test and validate API behaviour.

The course also covers database integration and CRUD operations, enabling learners to connect APIs to persistent data sources and manage application data effectively. Participants will explore authentication, input validation, error handling, and API security practices to develop more reliable and secure solutions.

Throughout the course, learners will apply AI Vibe Coding in practical development workflows—using natural-language instructions and iterative AI-assisted coding to rapidly create, test, debug, and improve APIs. By the end of the course, participants will be able to develop functional REST APIs and integrate them with web applications, databases, and external services.

WSQ Funding

Full Fee $700.00 Before GST
GST $63.00 9% of fee
Baseline Nett $413.00 SG/PR age 21+ · 50% funded
MCES / SME Nett $273.00 SG age 40+ · 70% funded
SkillsFuture Enterprise Credit (SFEC)

Eligible Singapore-registered companies can tap on $10000 SFEC to cover out-of-pocket expenses.

View on SkillsFuture for Business

SkillsFuture Credit (SFC)

Eligible Singapore Citizens can use their SFC to offset course fee payable after funding but the $4,000 Additional SFC (Mid-Career Support) cannot be used.

Direct Application on SkillsFuture Portal

UTAP

Eligible NTUC members can apply for 50% of the unfunded fee from UTAP, capped up to $250/year and for members aged 40 and above, capped up to $500/year.

Submit UTAP Claim

PSEA

Eligible Singapore Citizens can use their PSEA funds to offset course fee payable after funding.

Check PSEA Eligibility

  • Scroll down to “Keyword Tags” to verify for PSEA eligibility.
  • If there is “PSEA” under keyword tags, the course is eligible for PSEA.

Once you are eligible for PSEA, please download and fill up the PSEA Withdrawal Form, then submit the completed form to us:

PSEA Withdrawal FormSubmit PSEA Form

Course FeeBefore Funding

$700.00 (GST-exclusive)
$763.00 (GST-inclusive)

Course Date

* Required Fields

Additional Note

Please bring your own laptop for hands-on training. If you don't have laptop, we can provide spare laptop for training use.

Post-Course Support

  • We provide free consultation related to the subject matter after the course.
  • Please email your queries to enquiry@tertiaryinfotech.com and we will forward your queries to the subject matter experts.

Cancellation & Reschedule Policy

  • You can register your interest without upfront payment. There is no penalty for withdrawal of the course before the class commences.
  • We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% for any paid amount.
  • Note the venue of the training is subject to changes due to availability of the classroom.

Course Details

Course Details

What You'll Learn

Topic 1: REST API Fundamentals with AI Vibe Coding

  • Understand REST API Principles, Endpoints and Routes
  • Set Up an AI-Assisted Development Workflow
  • Generate a First Working REST API with Natural-Language Prompts
  • Run and Inspect API Responses

Topic 2: Data, Functions and API Response Handling

  • Integrate Data and Variables into API Responses
  • Implement Functions and Control Structures with AI Assistance
  • Handle Request Parameters and Input Data
  • Apply Error Handling and Input Validation

Topic 3: REST API Integration with JSON and HTTP Methods

  • Work with JSON Data Structures
  • Apply HTTP Methods and Status Codes
  • Implement Variable Rules and URL Structures
  • Integrate REST APIs with Web Applications and External Services

Topic 4: Database Connectivity and CRUD Operations

  • Connect a REST API to a Database
  • Serialize and Map Data Between API and Database
  • Implement Create, Retrieve, Update and Delete Operations
  • Troubleshoot Connection Errors with AI Coding Tools

Topic 5: API Testing, Authentication and Security

  • Test and Validate API Behaviour with Postman
  • Implement Registration and Login Authentication
  • Apply API Security Practices and Access Control
  • Review and Refine AI-Generated Code for Reliability

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
  • 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 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
  • Singapore Citizens or Singapore Permanent Residents of age 21 and above
  • From 1 October 2023, attendance-taking for SWDA's (formerly SSG) funded courses must be done digitally via the Singpass App. This applies to both physical and synchronous e-learning courses.​
  • Trainee must pass all prescribed tests / assessments and attain 100% competency.
  • We reserves the right to claw back the funded amount from trainee if he/she did not meet the eligibility criteria.
  • Singapore Citizens or Singapore Permanent Residents who are DIRECT EMPLOYEE of the sponsoring company.
  • From 1 October 2023, attendance-taking for SWDA's (formerly SSG) funded courses must be done digitally via the Singpass App. This applies to both physical and synchronous e-learning courses.​
  • Trainee must pass all prescribed tests / assessments and attain 100% competency.
  • We reserves the right to claw back the funded amount from the employer if trainee did not meet the eligibility criteria.

 SkillsFuture Credit: 

  • Eligible Singapore Citizens can use their SkillsFuture Credit to offset course fee payable after funding.

 PSEA:

  • To check for Post-Secondary Education Account (PSEA) eligibility, goto mySkillsFuture portal and search for this course code.
  • Scroll down to "Keyword Tags" to verify for PSEA eligibility.
  • If there is “PSEA” under keyword tags, the course is eligible for PSEA.  
  • And if there is no “PSEA” under keyword tags, the course is ineligible for PSEA. 
  • Not all courses are eligible for PSEA funding.

 Absentee Payroll (AP) Funding: 

  • $4.50 per hour, capped at $100,000 per enterprise per calendar year.
  • AP funding will be computed based on the actual number of training hours attended by the trainee.

 SFEC:

  • If the Training Provider has submitted an enrolment for course fee grant claim in Training Partners Gateway (TPGateway), SWDA would be able to derive SFEC funding based on this record. There is no need for enterprise to submit any claim request and the SFEC claim will be automatically generated and disbursed.
  • Where there is no such record, eligible employers are required to submit an SFEC claim after course completion via the SFEC microsite.
  • SkillsFuture Enterprise Credit (SFEC) Microsite 

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

  • SWDA 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

  1. The candidate has the right to disagree with the assessment decision made by the assessor.
  2. When giving feedback to the candidate, the assessor must check with the candidate if he agrees with the assessment outcome.
  3. If the candidate agrees with the assessment outcome, the assessor & the candidate must sign the Assessment Summary Record.
  4. If the candidate disagrees with the assessment outcome, he/she should not sign in the Assessment Summary Record.
  5. If the candidate intends to appeal the decision, he/she should first discuss the matter with the assessor/assessment manager.
  6. 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.
  7. The assessor will notify the assessor manager about the candidate’s intention to lodge an appeal.
  8. The candidate must lodge the appeal within 7 days, giving reasons for appeal 
  9. The assessor can help the candidate with writing and lodging the appeal.
  10. he assessment manager will collect information from the candidate & assessor and give a final decision.
  11. A record of the appeal and any subsequent actions and findings will be made.
  12. An Assessment Appeal Panel will be formed to review and give a decision.
  13. The outcome of the appeal will be made known to the candidate within 2 weeks from the date the appeal was lodged.
  14. The decision of the Assessment Appeal Panel is final and no further appeal will be entertained.
  15. Please click the link below to fill up the Candidates Appeal Form.

Job Roles

Job Roles

  • Back-End Developer
  • Full Stack Developer
  • REST API Developer
  • Web Application Developer
  • Software Engineer (with web focus)
  • API Integration Specialist
  • System Integration Specialist
  • Microservices Developer
  • Data Engineer (web data pipelines)
  • Front-End Developer (expanding skills to backend)
  • Automation Engineer (building or consuming APIs)
  • DevOps Engineer (building or maintaining APIs)
  • Cloud Solutions Architect (with a focus on web services)
  • Technical Product Manager (overseeing API development)
  • IT Professional adopting AI-assisted development.

Trainers

Trainers

Mohamed Afiq is a Python developer and data analytics professional specializing in web development, API design, and automation. With experience in both frontend and backend programming, he has built RESTful APIs and Flask-based applications for data visualization, reporting, and integration with cloud services. Afiq’s technical expertise spans Python, SQL, Flask, and JavaScript, alongside modern deployment tools such as Docker and Git. As an educator, he focuses on hands-on learning and practical implementation, guiding learners from foundational programming concepts to building full-stack web applications.
In “Create REST APIs with AI Vibe Coding,” Afiq teaches participants how to design, build and test REST APIs using AI-assisted coding workflows. His sessions cover endpoints and routes, HTTP methods and status codes, JSON request and response handling, and database-backed CRUD operations. Through real-world coding exercises, he helps learners use natural-language prompting to accelerate development while reviewing AI-generated code for correctness, modularity and scalability.

Dr. Alvin Ang is an AI systems architect and data analytics leader with deep expertise in software engineering, cloud computing, and intelligent automation. As CTO and Chief Instructional Designer at Tertiary Infotech, he has developed numerous programs in AI, web technologies, and application development. His work emphasizes the intersection of machine learning, API integration, and data visualization within modern development frameworks. With a PhD in Computer Science and over 15 years of teaching and project experience, Dr. Ang brings a strong academic and practical foundation to his instruction.
In “Create REST APIs with AI Vibe Coding,” Dr. Ang guides learners through the architecture and implementation of scalable REST APIs built with AI coding assistants. His sessions highlight endpoint design, JSON data contracts and integration with databases and external services. By combining theoretical understanding with practical examples, he enables participants to develop secure, efficient web services that can support advanced analytics, automation, and machine learning workflows.

Yeo Hwee Theng is a data science leader and AI strategist with extensive experience in driving enterprise analytics, AI adoption, and data architecture initiatives across healthcare, finance, and government sectors. As the Data & Analytics Product Lead at Amplify Health, she leads large-scale data transformation and machine learning projects focused on improving business outcomes through data-driven decision-making. Her previous roles include AI & Data Architect at Huawei International and Senior Data Scientist at DataRobot, where she implemented advanced AI and analytics solutions across the Asia-Pacific region. She holds a Master of Technology in Enterprise Business Analytics from the National University of Singapore and an Advanced Certificate in Learning and Performance (ACLP).
CY Quah is an ACLP-certified trainer and data science professional with extensive experience in Python, NLP, and machine learning. He has led AI training programs for SAP, Temasek Polytechnic, and IMDA under the SGUnited Mid-Career Pathways initiative, and has delivered corporate workshops on text analytics, recommender systems, and chatbot development. His expertise includes applying NLP tools such as NLTK, spaCy, and Gensim for sentiment analysis, topic modeling, and text classification.
is a results-driven data scientist and financial services professional with over two decades of experience in data analytics, visualization, and business intelligence. As a Senior Partner and Lead Data Scientist at Big Data Venture Capital, he has led consulting projects, curriculum development, and training operations for blue-chip firms, equipping professionals with practical skills in Microsoft Power BI, Python, and advanced data analytics. His expertise in data acquisition, cleaning, feature engineering, ETL, and visualization ensures that organizations can harness Power BI to transform raw data into actionable insights for strategic decision-making. In addition to his industry leadership, Mr. Peh is a certified adult educator with the WSQ Advanced Certificate in Learning and Performance (ACLP) and has delivered numerous Power BI and data science courses through NTUC LearningHub and other training providers. His ability to merge technical expertise with pedagogy has made him a trusted trainer, empowering professionals to build interactive dashboards, automate reporting workflows, and adopt data-driven cultures. With a unique blend of hands-on technical mastery and proven teaching experience, Mr. Peh has established himself as a credible authority in Power BI and business intelligence solutions

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