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AI Vibe Coding for REST API

Course Information

  • Sessions 1 day
  • Duration 15 hrs
  • Level Beginner
  • Assessment NA

Venue

Kuala Lumpur: G-3A-02, Suite Pejabat Korporat, KL Gateway, No 2, Jalan kerinchi, Gerbang kernichi Lestari, 59200 Kuala Lumpur, Malaysia
Penang: Jalan Sungai Dua, 11700 Penang, Malaysia.

Course Brochure

Download Course Brochure

Certification

  • Certificate of Completion from Tertiary Courses - Upon meeting at least 75% attendance and passing the assessment(s), participants will receive a Certificate of Completion from Tertiary Courses.

AI Vibe Coding for REST API

Course Code: C428
AI Vibe Coding Series
  • HRDF

5 Review(s) | Add Your Review

What's This Course About

Build production-grade REST APIs with FastAPI by directing AI coding assistants instead of typing every line yourself. This hands-on 2-day course teaches you how to use AI vibe coding tools such as Cursor, GitHub Copilot and Claude to scaffold a FastAPI project, design clean endpoints with path and query parameters, model request and response data with Pydantic, and wire up full CRUD operations — all by describing what you want in plain English and reviewing what the AI produces.

Through practical projects, participants will drive an AI assistant through the complete API development workflow: connecting a database, securing endpoints with JWT authentication, generating interactive API documentation, and testing every route before release. Crucially, you will build the verify-then-trust habit — auditing every AI-generated endpoint, query and auth flow before relying on it. By the end of the course, you will be able to ship secure, well-documented REST APIs faster with AI assistance while staying firmly in control of quality.

Course Fee

MYR700.00

Course Date

Course Time

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.

Disclaimer: The course dates displayed on our website are tentative and subject to trainer availability. We will confirm the final date after checking with the trainer. You are also welcome to email us your preferred date at sales@tertiarycourses.com.my, and we will do our best to coordinate with the trainer's schedule.

Post-Course Support

  • We may provide consultation related to the subject matter after the course.
  • Please email your queries to sales@tertiarycourses.com.my and we will forward your queries to the subject matter experts and get back to you as soon as possible.

Cancellation & Reschedule Policy

  • We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
  • Note: the venue of the training is subject to changes due to class size and availability of the classroom. The minimum class size to start a class is 3 Pax.

Course Details

Course Details

What You'll Learn

Topic 1 AI Vibe Coding Workflow and FastAPI Project Setup

  • Introduction to AI Vibe Coding for API Development
  • Setting Up Cursor, GitHub Copilot and Claude
  • Prompting Patterns for Backend Tasks
  • Scaffolding a FastAPI Project and First Endpoint

Topic 2 Designing REST Endpoints and Data Models with AI

  • Path and Query Parameters
  • Request Bodies and Pydantic Models
  • Building Full CRUD Operations with AI Assistance
  • Reviewing and Validating AI-Generated Endpoints

Topic 3 Database Integration and Authentication with Vibe Coding

  • Connecting FastAPI to a Database
  • Persisting CRUD Operations with an ORM
  • Securing Endpoints with JWT Authentication
  • Auditing AI-Generated Queries and Auth Flows

Topic 4 Testing, Documenting and Shipping Your API

  • Generating Interactive API Documentation
  • Testing Endpoints with AI-Written Tests
  • Error Handling and API Hardening
  • Verify-Then-Trust: Auditing AI-Generated API Code

Course Info

Promotion Code

Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.

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.

Target Age Group: 18-65 years old

Minimum Software/Hardware Requirement

Software:

TBD

Hardware: Window or Mac Laptops

Job Roles

Job Roles

  • API Developer
  • Backend Developer
  • Python Developer
  • Software Engineer
  • Web Developer
  • Full Stack Developer
  • Data Engineer
  • DevOps Engineer
  • Software Architect
  • Technical Lead
  • System Integrator
  • Cloud Engineer
  • Database Administrator
  • Application Developer
  • Security Engineer
  • Solutions Architect
  • Integration Specialist
  • Technical Consultant
  • Product Engineer
  • API Security Specialist

Trainers

Trainers

Saeid is co-founder of Skymics Sdn Bhd. He has 8 years of experience in the field of IoT (Internet of Things) and Information Technology. He is a certified IBM IoT Practitioner and instructor, and a Certified Citizen Data Scientist Train-The-Trainer. He has been co-inventor of 3 inventions during the last 4 years.

Review

Customer Reviews (5)

Very informative Review by Course Participant/Trainee
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
Really enjoyed the training. The examples were relevant and the pace was just right. (Posted on 06/06/2026)
Well structured course Review by Course Participant/Trainee
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
The course content was comprehensive and up to date. The practical exercises were the best part. (Posted on 07/08/2025)
Exceeded my expectations Review by Course Participant/Trainee
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
The course content was comprehensive and up to date. The practical exercises were the best part. (Posted on 05/07/2025)
Fantastic experience Review by Course Participant/Trainee
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
A very practical course. The trainer made a complex topic simple and enjoyable to learn. (Posted on 05/08/2024)
Excellent course Review by Course Participant/Trainee
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
Really enjoyed the training. The examples were relevant and the pace was just right. (Posted on 29/04/2024)

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