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Data & AI pathway

intermediate → Portfolio-ready

Generative AI Developer Roadmap

Start with dependable Python foundations, then progress through APIs, embeddings, RAG, evaluation, agents, and an applied AI capstone.

4 stages0 of 4 available5–8 months journeyEnglish medium

PythonLLM APIsRAGAI agentsEvaluation

Visual journey

From foundation to capstone

Use this overview to understand the sequence. Open each stage below for course details.

01Python ReadinessIn development
02Applied Generative AIIn development
03Evaluation & SafetyUpcoming
04AI Product CapstoneUpcoming

Enrol, learn and earn

Your Generative AI Developer journey

Roadmap distinctionUnlocked after every required course and its verified course certificate.

Complete roadmap access

Enrol once for the full learning path

Included published courses are activated together. Your course certificates remain individual, and completing every required certified course unlocks the roadmap distinction.

Pricing coming soonpublished before enrolment opens

Intermediate Python for AI ApplicationsRequired

In development

Applied Generative AI with PythonRequired

In development

AI Evaluation, Safety & PrivacyRequired

Upcoming

Generative AI Product CapstoneRequired

Upcoming

Complete curriculum

Follow the stages in order

Required courses build the core skill. Optional courses let you specialise.

Stage 1

Python Readiness

Establish the Python and API skills required for AI work.

In developmentRequired

Intermediate Python for AI Applications

Prepare with dependable Python, APIs, testing, and data workflows.

PythonAPIsTestingData workflows

intermediate10–12 weeks

Stage 2

Applied Generative AI

Build grounded LLM, RAG, and agent workflows.

In developmentRequired

Applied Generative AI with Python

Build LLM applications, RAG systems, and useful agent workflows.

LLM APIsRAGEmbeddingsAI agents

intermediate12–16 weeks

Stage 3

Evaluation & Safety

Measure quality, control risk, and protect user data.

Your final roadmap credential

Preview the distinction certificate

This sample mirrors the issued certificate. Your name, verified results, QR code, and verification ID appear only after every required course certificate is earned.

MaheiLambiRoadmap distinction · verified · shareable

Verified Credential

Certificate of Distinction

This credential will be proudly awarded to

Student Full Name

for completing every required assessed course and earning each underlying course credential in