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INTERMEDIATE · CURRICULUM COURSE

Full-Stack AI Development

Connect a usable interface, a reliable API and a model into one working application.

CONCEPT AND CURRICULUM COURSE60 hours
Choose how to learn

Live, interactive classes with time for every learner's questions and code reviews.

Request this batch A 5–10 learners batch starts once enough learners ask. You confirm and pay only when dates are set.
IS THIS FOR YOU?

Start with the right foundation.

Who this course is for

Developers who can build a basic web application and want to add useful AI features.

Before you begin

Basic JavaScript or TypeScript, HTTP and familiarity with a web framework.

YOUR CURRICULUM

Read it.
Try it.
Make it yours.

Work through the modules in order. Use the supporting guide for context, then complete the practice task before moving on.

Written lessons and self-guided practice. Live sessions and mentorship are arranged separately.

01

Scope one useful feature

Define a specific user, input and useful output. Write acceptance criteria before choosing a model. Keep the first version small enough to test with real examples.

PUT IT INTO PRACTICE

Write a one-page specification for an assistant that solves one narrow problem.

Read the supporting guide
02

Design the interface states

A usable AI interface explains what to enter, what is happening and how to recover. Design idle, loading, success, empty and failure states. Avoid promising a response before the server confirms it.

PUT IT INTO PRACTICE

Build a form and results panel with each state represented.

Read the supporting guide
03

Build the server boundary

Validate input on the server, keep credentials server-side and set a request timeout. Return a clear response contract so the interface does not depend on raw provider errors.

PUT IT INTO PRACTICE

Implement a POST endpoint with validation and a predictable error response.

Read the supporting guide
04

Connect the model safely

Separate system instructions from user content. Constrain the response shape when your interface needs structured data, then validate the returned structure. Do not let generated content execute as code.

PUT IT INTO PRACTICE

Connect the endpoint to a model and reject malformed responses before rendering them.

Read the supporting guide
05

Handle failures and visibility

Test slow requests, provider errors and empty results. Log request identifiers and useful timing information without unnecessarily storing sensitive prompts.

PUT IT INTO PRACTICE

Add timeout handling and record latency for a small set of test requests.

Read the supporting guide
06

Ship and review

Check environment variables, access boundaries and the behaviour of the deployed build. Document what the feature can and cannot do. Keep a rollback path.

PUT IT INTO PRACTICE

Deploy the application and demonstrate three happy paths and three failure paths.

Read the supporting guide
AFTER YOU FINISH

A certificate, and support for what comes next.

Finishing Full-Stack AI Development is planned to include the support below. It opens with the first batch; enrolment pages confirm what is included before you pay.

Completion certificate

Issued with a unique ID once your final project passes review. It records what you built, not just attendance.

Certification policy

Job-readiness support

Portfolio and GitHub review, resume feedback, a mock interview and referrals when suitable openings come up. No placement guarantee.

Career mentorship

Freelancing support

Guidance on pricing, proposals and your first client project, plus a review of your freelance profile and portfolio.

Build client-style projects

Startup community

An invite to the Innovate with Ajay community to meet builders, find co-founders, join hackathons and get feedback on product ideas.

Explore the community
YOUR NEXT LEARNING STEP

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