The catalog
Every journey and project lab, in one place.
Browse Learnlytica’s hands-on catalog — two ways to skill. Role journeys are profile-based: a guided path that builds a whole persona, from where someone is to fully job-ready. Project labs are for lateral moves: build-one-thing trainings that make an already-experienced person project-ready fast on a specific technology or requirement. Every one graded on real work. Filter by topic, cloud and type.
Cloud
Role journey · persona
AI / ML Engineer
17 courses · capstone
Shape model behaviour after pre-training with the alignment stack teams actually run: preference data you can trust, reward models
View roadmap · phases → modules → atoms →
Role journey · persona
GenAI / LLM Engineer
18 courses · capstone
Shape model behaviour after pre-training with the alignment stack teams actually run: preference data you can trust, reward models
View roadmap · phases → modules → atoms →
Role journey · persona
Agentic AI Engineer
13 courses · capstone
Make agents built by different teams and different vendors cooperate safely: capability discovery, task delegation and negotiation
View roadmap · phases → modules → atoms →
Role journey · persona
Data Scientist
16 courses · capstone
Our flagship end-to-end journey: pandas to production in 31 days, with the trainer building a real AI helpdesk live — one incremen
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Role journey · persona
MLOps / LLMOps Engineer
12 courses · capstone
Run one release pipeline across heterogeneous model classes — classical, deep learning and LLM — with shared promotion gates, roll
View roadmap · phases → modules → atoms →
Role journey · persona
AI Architect
13 courses · capstone
Make agents built by different teams and different vendors cooperate safely: capability discovery, task delegation and negotiation
View roadmap · phases → modules → atoms →
Role journey · persona
Forward Deployed Engineer
9 courses · capstone
Build the rare hybrid the market cannot hire enough of: engineers who scope, prototype, build and land AI solutions directly with
View roadmap · phases → modules → atoms →
Role journey · persona
AI Quality / Eval Engineer
11 courses · capstone
Shape model behaviour after pre-training with the alignment stack teams actually run: preference data you can trust, reward models
View roadmap · phases → modules → atoms →
Role journey · persona
AI Product Manager / BA
8 courses · capstone
The leadership capstone for the people accountable for enterprise AI outcomes rather than its engineering: portfolio prioritisatio
View roadmap · phases → modules → atoms →
Role journey · persona
AI Security Engineer
7 courses · capstone
Operationalise AI compliance before regulators ask: NIST AI RMF as the working framework, regulatory landscape orientation (EU AI
View roadmap · phases → modules → atoms →
Role journey · persona
Software Engineer (AI-era)
11 courses · capstone
For teams who already deliver production services to the DEV-501 standard, this capstone adds what is new.
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Role journey · persona
Business Workforce
6 courses · capstone
The leadership capstone for the people accountable for enterprise AI outcomes rather than its engineering: portfolio prioritisatio
View roadmap · phases → modules → atoms →
Role journey · persona
Executive / SLT
6 courses · capstone
The leadership capstone for the people accountable for enterprise AI outcomes rather than its engineering: portfolio prioritisatio
View roadmap · phases → modules → atoms →
Role journey · persona
Cloud Engineer
16 courses · capstone
Our flagship platform-engineering journey: 70 hours theory, 130 hours labs across networking, identity and security, container pla
View roadmap · phases → modules → atoms →
Role journey · persona
Cloud / Solutions Architect
15 courses · capstone
Design for jurisdictions, not just regions: residency-driven data splits, sovereign PII handling with proven-not-asserted location
View roadmap · phases → modules → atoms →
Role journey · persona
Platform / DevOps Engineer
16 courses · capstone
Our flagship platform-engineering journey: 70 hours theory, 130 hours labs across networking, identity and security, container pla
View roadmap · phases → modules → atoms →
Role journey · persona
Site Reliability Engineer
12 courses · capstone
Run incidents like our flagship's breached-estate capstone: a disciplined contain→scope→rotate→eradicate sequence, forensic-minded
View roadmap · phases → modules → atoms →
Role journey · persona
Cloud Network Engineer
11 courses · capstone
Our flagship platform-engineering journey: 70 hours theory, 130 hours labs across networking, identity and security, container pla
View roadmap · phases → modules → atoms →
Role journey · persona
Data Platform Engineer
14 courses · capstone
Own Snowflake across an organisation rather than an account: multi-region topology under residency rules, data products shared wit
View roadmap · phases → modules → atoms →
Role journey · persona
FinOps Analyst
8 courses · capstone
The advanced companion to CL-404, for the people who own cloud economics across a whole estate rather than one account: normalised
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Role journey · persona
Multi-Cloud Engineer
14 courses · capstone
Our flagship platform-engineering journey: 70 hours theory, 130 hours labs across networking, identity and security, container pla
View roadmap · phases → modules → atoms →
Role journey · persona
Security Engineer
12 courses · capstone
Make red and blue multiply each other: scenario design mapped to ATT&CK, controlled adversary-emulation exercises in a sealed rang
View roadmap · phases → modules → atoms →
Role journey · persona
Cloud Security Engineer
12 courses · capstone
Design for jurisdictions, not just regions: residency-driven data splits, sovereign PII handling with proven-not-asserted location
View roadmap · phases → modules → atoms →
Role journey · persona
DevSecOps Engineer
12 courses · capstone
Eliminate long-lived credentials across a multi-cloud estate: OIDC federation between clouds, workload identity for Kubernetes pod
View roadmap · phases → modules → atoms →
Role journey · persona
SOC Analyst
10 courses · capstone
Run incidents like our flagship's breached-estate capstone: a disciplined contain→scope→rotate→eradicate sequence, forensic-minded
View roadmap · phases → modules → atoms →
Role journey · persona
AppSec Engineer
9 courses · capstone
Secure the new attack surface: prompt injection (direct and indirect), jailbreak patterns, data exfiltration through model outputs
View roadmap · phases → modules → atoms →
Role journey · persona
IAM Engineer
8 courses · capstone
Eliminate long-lived credentials across a multi-cloud estate: OIDC federation between clouds, workload identity for Kubernetes pod
View roadmap · phases → modules → atoms →
Role journey · persona
GRC / Compliance Analyst
11 courses · capstone
Run operational resilience at programme level, the way a regulator expects to see it.
View roadmap · phases → modules → atoms →
Role journey · persona
Data Engineer
19 courses · capstone
Our flagship platform-engineering journey: 70 hours theory, 130 hours labs across networking, identity and security, container pla
View roadmap · phases → modules → atoms →
Role journey · persona
AI Infrastructure Engineer
15 courses · capstone
Engineer the training platform itself: Ray as the distributed substrate, DeepSpeed ZeRO and FSDP as the sharding layer, and Kubern
View roadmap · phases → modules → atoms →
Role journey · persona
Enterprise Architect
12 courses · capstone
Lead a multi-wave migration programme where the constraints are business calendars, vendor contracts and a data centre exit date r
View roadmap · phases → modules → atoms →
Role journey · persona
Engineering Manager
11 courses · capstone
Run an internal platform the way a product is run, at the scale where adoption, funding and deprecation decide its fate rather tha
View roadmap · phases → modules → atoms →
Role journey · persona
Solutions / Sales Engineer
7 courses · capstone
Build the rare hybrid the market cannot hire enough of: engineers who scope, prototype, build and land AI solutions directly with
View roadmap · phases → modules → atoms →
Role journey · persona
Data / BI Analyst
11 courses · capstone
The leadership capstone for the people accountable for enterprise AI outcomes rather than its engineering: portfolio prioritisatio
View roadmap · phases → modules → atoms →
Role journey · persona
QA / Test Engineer (AI-era)
11 courses · capstone
Everything MLOps didn't cover because LLMs are different: prompt/version management, token-level cost observability, quality monit
View roadmap · phases → modules → atoms →
Role journey · persona
Cloud Migration Architect
8 courses · capstone
Lead a multi-wave migration programme where the constraints are business calendars, vendor contracts and a data centre exit date r
View roadmap · phases → modules → atoms →
Role journey · persona
Platform Engineer (IDP)
9 courses · capstone
Run an internal platform the way a product is run, at the scale where adoption, funding and deprecation decide its fate rather tha
View roadmap · phases → modules → atoms →
Role journey · persona
Data Cloud Engineer (Snowflake)
8 courses · capstone
Own Snowflake across an organisation rather than an account: multi-region topology under residency rules, data products shared wit
View roadmap · phases → modules → atoms →
Role journey · persona
Cryptography / PQC Engineer
7 courses · capstone
Lead an estate-wide cryptographic migration that spans years, vendors and regulators.
View roadmap · phases → modules → atoms →
Role journey · persona
OT / ICS Security Engineer
7 courses · capstone
Run incidents like our flagship's breached-estate capstone: a disciplined contain→scope→rotate→eradicate sequence, forensic-minded
View roadmap · phases → modules → atoms →
Role journey · persona
Java Developer
10 courses · capstone
Deliver a complete production-grade service end to end under realistic constraints: ambiguous requirements turned into a design, i
View roadmap · phases → modules → atoms →
Role journey · persona
Full-Stack Developer
9 courses · capstone
For teams who already deliver production services to the DEV-501 standard, this capstone adds what is new.
View roadmap · phases → modules → atoms →
Role journey · persona
Frontend Engineer
7 courses · capstone
For teams who already deliver production services to the DEV-501 standard, this capstone adds what is new.
View roadmap · phases → modules → atoms →
Role journey · persona
Backend Engineer
10 courses · capstone
Deliver a complete production-grade service end to end under realistic constraints: ambiguous requirements turned into a design, i
View roadmap · phases → modules → atoms →
Role journey · persona
Mobile Developer
8 courses · capstone
For teams who already deliver production services to the DEV-501 standard, this capstone adds what is new.
View roadmap · phases → modules → atoms →
This is our featured selection. The full catalog holds 45 role journeys and 186 courses. Book a demo for the complete catalog →
CatalogBrowse all 186 coursesFilter by role, topic and cloud. Every lab graded on real work.Browse →
PlanBuild a costed training planPick courses, watch the honest hours add up, request a proposal.Build a plan →
TeamMap your team’s readiness gapSee what closes it, and which courses several roles can share as one cohort.Map the gap →
SamplerFind your band in 10 questionsFree, about 7 minutes. A measured band, not a guess.Take the sampler →