WHO IT'S FOR
Developers and technical learners building, testing, and reviewing practical AI or automation systems.
FREE · COMPLETEFree / Professional Coredeveloper
Applied AI Builder
Build, ground, evaluate, secure, and ship reliable AI workflows with APIs, data, retrieval, and tools.
18
lessons
6
modules
16 hours
incl. practice
~4 wks
typical pace
Every declared lesson is published · all 18
Published lessons have public URLs. Start without an account; sign in later if you want progress synced across devices.
Before you start
Ye course tumse kya expect karta hai
PREREQUISITES
Comfort reading basic code and using a terminal. Check the listed tools; no specific paid subscription is assumed.
STUDY PLAN
About 4 weeks at three short sessions per week: learn, apply, then review. Practice and capstone time are included.
PAKISTAN CONTEXT
Projects favour low-cost tooling, careful data handling, and workflows resilient to local power and connectivity constraints.
TOOLSModel APIsJSON SchemaGitJavaScript or Python
Curriculum
6 modules · 18 lessons
All published ✓
Outcomes
Kya kar paoge
- Read and debug basic CLI, Git, JSON, HTTP, and API workflows
- Build structured outputs and tool contracts that fail visibly instead of silently
- Create evidence-backed data and multimodal analysis with source boundaries
- Build and test a cited knowledge assistant with retrieval and abstention rules
- Ship a small AI workflow with logs, evals, permissions, cost notes, and a portfolio case study
Assessment: Complete the lesson exercises and capstone, then review the work for accuracy, safety, and fit. Completion is not an income or job guarantee.
Capstone
A deployed AI workflow plus an evidence pack: README, source map, test set, eval results, threat model, cost log, demo, and honest case study.
- Names the user, problem, scope, and acceptance test
- Identifies sources, permissions, and unknowns
- Includes the actual deliverable, not only screenshots
- Tests one normal and one failure case
- Records risks, limits, cost, and human review
- Explains what changed, what worked, and what comes next
CERTIFICATE
Complete every published lesson and capstone, then request manual review. Issued certificates receive a unique ID for /verify. This is not accreditation and does not promise a job or income.
Keep building