AI, Data & Cloud learning guide
35 topics, original diagrams and simple examples: AI and ML, GenAI, foundation models, LLMs, RAG, agents, vector databases, prompting, cloud services and career roles.
Explore the free learning guideYOUR FREE LEARNING LIBRARY
Choose what you want to understand.
Learn through a practical mission
Follow a support-assistant design through data preparation, evaluation, access controls and recovery, with exercises and worked answers.
Start the free learning labTry a career starter studio
Practice the decisions and evidence behind technical and Agile careers. Browse the studios below.
Browse free starter studiosReturn to the community to ask questions and share your progress
NERIYA OPEN CAREER STUDIOS
Do not just sample a career. Step into the work.
Explore 28 original starter studios built around the decisions, failures, evidence and communication expected in real technical and Agile roles. Every studio gives you a business mission, a role-specific learning sequence and a clear picture of professional readiness.
Original Neriya learning design28 distinct role missionsEnterprise-shaped practiceNo external course directory
THE ENTERPRISE CAPABILITY LOOP
Learn the role through the work it is accountable for.
These studios are intentionally different. A learner does not receive the same recycled project with a new job title. Each path starts with its own business context, role boundary, decisions, work evidence and definition of readiness.
Honest learner-outcome standard
Neriya publishes only consent-based outcomes that can be verified. Training can strengthen capability, portfolio evidence and interview readiness; it cannot guarantee employment or a fixed hiring timeline.
Understand the customer problem, operating context and measurable outcome.
See how technology, people, controls and dependencies connect.
Use evidence to choose, prioritize and explain trade-offs.
Practice the tasks and conversations owned by the role.
Learn through realistic failure, uncertainty and changing conditions.
Create artifacts that show what changed and why it matters.
Explain the work naturally in technical, behavioral and scenario interviews.
CHOOSE YOUR ENTERPRISE MISSION
Free starter studios for every career path
Open a path to see the problem you will enter, the capabilities you will build, the evidence you will create and the standard you should reach before advancing. The material below is a Neriya-designed orientation—not a list of borrowed syllabi or third-party links.
TECHNICAL ENTERPRISE STARTER STUDIO
AI Systems Engineering
Move from model experimentation to secure, observable and supportable AI services.
RAGLLMOpsResponsible AI
Your enterprise mission
Stabilize a customer-support copilot that gives inconsistent answers and cannot yet pass security review.
Your five-stage starter curriculum
- Map an AI system from user request to model response
- Understand APIs, RAG, vector retrieval and evaluation
- Study containers, Kubernetes, identity and secrets
- Review production monitoring, risk and incident evidence
- Run a production-readiness review for the AI service
What you will practice
- Trace a request through gateway, retrieval, model and response controls
- Choose evaluation, fallback and observability evidence before release
Evidence you will create
AI system context map · RAG decision record · evaluation and incident brief
You are ready to advance when…
You can explain why the system exists, how every component connects, what can fail and what evidence makes release responsible.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete AI Systems Engineering path →TECHNICAL ENTERPRISE STARTER STUDIO
AI & Machine Learning
Build the mathematical, data and model-development foundations behind applied machine learning.
ExperimentationEvaluationModel risk
Your enterprise mission
Build a defensible customer-churn model without confusing a high score with business value.
Your five-stage starter curriculum
- Refresh Python, data preparation and exploratory analysis
- Learn supervised, unsupervised and evaluation concepts
- Build a small reproducible model workflow
- Document limitations, bias, drift and responsible use
- Defend a model recommendation to technical and business reviewers
What you will practice
- Turn a business question into a measurable ML target and baseline
- Compare models, error trade-offs, fairness and drift risks
Evidence you will create
Experiment notebook · model card · evaluation narrative
You are ready to advance when…
You can reproduce the work, explain the errors in plain language and recommend whether the model should be used.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete AI & Machine Learning path →TECHNICAL ENTERPRISE STARTER STUDIO
Cloud Engineering
Understand how secure, reliable and cost-aware cloud environments are designed and operated.
IaCReliabilityFinOps
Your enterprise mission
Design a resilient cloud landing zone for a growing digital service with strict access and cost controls.
Your five-stage starter curriculum
- Learn regions, availability zones and shared responsibility
- Map identity, networking, compute, storage and databases
- Introduce infrastructure as code and repeatable environments
- Review resilience, monitoring, security and cost decisions
- Present the architecture, failure strategy and monthly cost choices
What you will practice
- Translate workload needs into identity, network, compute and data decisions
- Test an availability failure and document recovery evidence
Evidence you will create
Cloud architecture · infrastructure plan · resilience and cost review
You are ready to advance when…
You can justify the design, provision it repeatably and show how it will be secured, monitored and recovered.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Cloud Engineering path →TECHNICAL ENTERPRISE STARTER STUDIO
Systems Engineering
Connect operating systems, identity, compute, storage, networking and operational support.
Hybrid systemsAutomationRecovery
Your enterprise mission
Modernize a fragile hybrid business service whose identity, patching and recovery processes are undocumented.
Your five-stage starter curriculum
- Understand operating-system, server and virtualization foundations
- Map identity, DNS, networking, storage and access
- Practice configuration, patching and change control
- Study monitoring, backup, recovery and incident response
- Execute a controlled change and service-recovery rehearsal
What you will practice
- Map dependencies across operating systems, identity, DNS, storage and virtualization
- Diagnose a service failure from logs and configuration evidence
Evidence you will create
System baseline · change plan · recovery runbook
You are ready to advance when…
You can operate the environment methodically, communicate risk and restore service without guesswork.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Systems Engineering path →TECHNICAL ENTERPRISE STARTER STUDIO
DevOps & DevSecOps
Connect source control, automation, delivery pipelines, infrastructure and production feedback.
CI/CDSupply chainObservability
Your enterprise mission
Replace a slow manual release process with a secure delivery pipeline that teams can trust.
Your five-stage starter curriculum
- Learn Git workflows and collaborative change
- Trace code through build, test, scan and release
- Introduce containers, infrastructure as code and deployment
- Use observability and incident learning to improve delivery
- Release a containerized service through measurable security gates
What you will practice
- Design build, test, scan, approval and deployment stages
- Use telemetry and incident learning to improve the delivery system
Evidence you will create
Pipeline design · policy gates · release and rollback record
You are ready to advance when…
You can follow a change from commit to production and explain speed, security and recovery trade-offs.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete DevOps & DevSecOps path →TECHNICAL ENTERPRISE STARTER STUDIO
Cybersecurity
Learn how identity, applications, networks, cloud workloads and data are protected and investigated.
DetectionZero trustRisk
Your enterprise mission
Investigate suspicious account activity while protecting evidence and keeping a critical service operating.
Your five-stage starter curriculum
- Understand threats, vulnerabilities, risk and control types
- Map identity, network, endpoint and application defenses
- Practice detection, triage and evidence preservation
- Review governance, recovery and security communication
- Brief leaders on containment, recovery and control improvements
What you will practice
- Triage identity, endpoint, network and application evidence
- Prioritize risk and select preventive, detective and responsive controls
Evidence you will create
Incident timeline · risk register · control improvement plan
You are ready to advance when…
You can make evidence-based security decisions and communicate technical risk without fear-driven language.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Cybersecurity path →TECHNICAL ENTERPRISE STARTER STUDIO
Data Analytics
Turn business questions into clean data, reliable analysis and decision-ready communication.
SQLData qualityStorytelling
Your enterprise mission
Explain why customer renewals are falling and give leaders a decision they can act on.
Your five-stage starter curriculum
- Frame a measurable business question
- Prepare data with spreadsheets, SQL and quality checks
- Analyze trends and build clear visualizations
- Present findings, assumptions and recommended decisions
- Deliver an executive insight briefing with defensible measures
What you will practice
- Translate the question into metrics, grain, filters and quality rules
- Use SQL and visual analysis to separate signal from coincidence
Evidence you will create
Analysis plan · validated dashboard · decision memo
You are ready to advance when…
You can show where the numbers came from, what they mean, what they do not prove and what action follows.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Data Analytics path →TECHNICAL ENTERPRISE STARTER STUDIO
Data Science
Combine statistics, programming and experimentation to produce defensible data products.
StatisticsCausal thinkingMonitoring
Your enterprise mission
Test whether demand forecasting can reduce waste without creating costly false confidence.
Your five-stage starter curriculum
- Establish Python, statistics and data-quality foundations
- Explore data and form testable hypotheses
- Train and evaluate models against appropriate baselines
- Communicate uncertainty, limitations and monitoring needs
- Recommend deploy, revise or stop based on experimental evidence
What you will practice
- Build baselines and prevent leakage before model tuning
- Quantify uncertainty and design post-release monitoring
Evidence you will create
Reproducible experiment · validation report · monitoring proposal
You are ready to advance when…
You can connect statistical evidence to an honest business recommendation and defend the limits of the analysis.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Data Science path →TECHNICAL ENTERPRISE STARTER STUDIO
Big Data Engineering
Understand distributed ingestion, transformation, storage, orchestration and data reliability.
StreamingData contractsLineage
Your enterprise mission
Rebuild an unreliable event-data platform that misses service-level commitments during peak demand.
Your five-stage starter curriculum
- Map batch and streaming data movement
- Learn partitions, formats, schemas and distributed processing
- Design transformations, orchestration and quality controls
- Review scale, observability, recovery and cost trade-offs
- Prove recovery from late, duplicated and malformed events
What you will practice
- Design batch and streaming paths with schemas, partitions and quality contracts
- Reason about replay, lineage, orchestration and cost at scale
Evidence you will create
Data-flow architecture · quality contract · recovery playbook
You are ready to advance when…
You can explain how data moves, where correctness is protected and how the platform recovers without silent loss.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Big Data Engineering path →TECHNICAL ENTERPRISE STARTER STUDIO
Software & API Engineering
Build maintainable applications and APIs with testing, security and operational readiness.
API designTestingSecure SDLC
Your enterprise mission
Deliver a secure claims API that partner applications can integrate without ambiguous behavior.
Your five-stage starter curriculum
- Strengthen programming, Git and software-design foundations
- Model API contracts, validation and error behavior
- Add automated tests, security checks and documentation
- Prepare deployment, monitoring and production support
- Take an API change from contract review to supported release
What you will practice
- Define resources, validation, errors, versioning and authorization
- Test failure paths and add production telemetry
Evidence you will create
OpenAPI contract · test strategy · operational runbook
You are ready to advance when…
You can build and defend an interface that is usable, secure, observable and safe to change.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Software & API Engineering path →TECHNICAL ENTERPRISE STARTER STUDIO
Technical Business Analysis
Translate business outcomes into workflows, requirements, interfaces and testable delivery evidence.
Process modelingRequirementsTraceability
Your enterprise mission
Clarify a fragmented claims-modernization initiative before teams build the wrong solution.
Your five-stage starter curriculum
- Frame the problem, users, outcomes and constraints
- Model current and future processes
- Define requirements, interfaces and acceptance evidence
- Support validation, traceability, change and release readiness
- Lead a requirement and interface validation workshop
What you will practice
- Connect business outcomes to processes, rules, data and systems
- Turn ambiguity into examples, acceptance evidence and traceability
Evidence you will create
Context diagram · requirements model · traceability and UAT pack
You are ready to advance when…
You can translate between business and engineering without pretending to own either side's decisions.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Technical Business Analysis path →TECHNICAL ENTERPRISE STARTER STUDIO
Networking & Cloud Networking
Understand how traffic moves, how networks are segmented and how connectivity is secured and diagnosed.
RoutingHybrid cloudPacket analysis
Your enterprise mission
Restore reliable connectivity between offices, cloud workloads and remote users after intermittent outages.
Your five-stage starter curriculum
- Learn addressing, switching, routing, DNS and transport
- Trace packets across local and cloud networks
- Design segmentation, access controls and resilient connectivity
- Troubleshoot with evidence from logs, metrics and captures
- Diagnose a multi-layer connectivity failure from packet evidence
What you will practice
- Trace traffic through addressing, DNS, routing, security and load balancing
- Design segmentation and resilient hybrid connectivity
Evidence you will create
Network topology · packet-path analysis · troubleshooting runbook
You are ready to advance when…
You can predict the traffic path, isolate the failing layer and justify secure connectivity choices.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Networking & Cloud Networking path →TECHNICAL ENTERPRISE STARTER STUDIO
Database Engineering
Design, query, secure, tune and recover data stores that support reliable applications.
SQLPerformanceHigh availability
Your enterprise mission
Repair an order database that slows under load and cannot meet its recovery objective.
Your five-stage starter curriculum
- Learn relational modeling, keys and normalization
- Write and explain SQL queries and transactions
- Study indexing, security, backup and replication
- Diagnose performance and recovery scenarios
- Tune, fail over and restore the database with measured evidence
What you will practice
- Model data and transactions around integrity and access patterns
- Use plans, indexes, locks, backups and replicas to diagnose risk
Evidence you will create
Schema rationale · performance report · backup and recovery proof
You are ready to advance when…
You can protect correctness, improve performance and demonstrate that recovery promises are real.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Database Engineering path →TECHNICAL ENTERPRISE STARTER STUDIO
IT Help Desk & Technical Support
Develop structured troubleshooting, customer communication and support-operations discipline.
TroubleshootingITSMCustomer care
Your enterprise mission
Restore a new employee's access across device, identity, network and business applications on their first day.
Your five-stage starter curriculum
- Understand hardware, operating systems, networks and accounts
- Use a repeatable diagnose-isolate-resolve process
- Document incidents, requests, changes and escalation
- Build customer communication and knowledge-base habits
- Resolve and document a multi-system support incident
What you will practice
- Ask diagnostic questions that isolate cause instead of guessing
- Communicate ownership, escalation and next steps with empathy
Evidence you will create
Ticket timeline · knowledge article · escalation handoff
You are ready to advance when…
You can make a user feel supported while producing the evidence another technician needs to continue the work.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete IT Help Desk & Technical Support path →TECHNICAL ENTERPRISE STARTER STUDIO
Kubernetes Administration & CKA
Understand cluster architecture before operating, securing and troubleshooting Kubernetes workloads.
Cluster operationsNetworkingTroubleshooting
Your enterprise mission
Recover a production Kubernetes application whose Pods are healthy on paper but unreachable to customers.
Your five-stage starter curriculum
- Map the control plane, worker nodes and reconciliation loop
- Deploy Pods, workloads, Services and configuration
- Study scheduling, networking, storage and access control
- Practice backup, upgrade, scaling and troubleshooting
- Diagnose, repair and explain a cluster incident under time pressure
What you will practice
- Trace desired state through API server, controllers, scheduler, nodes and networking
- Operate workloads, storage, access and upgrades from observable evidence
Evidence you will create
Cluster architecture · command evidence · incident and recovery guide
You are ready to advance when…
You can reason from first principles, choose safe commands and explain what the cluster is doing—not merely memorize kubectl.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Kubernetes Administration & CKA path →AGILE ENTERPRISE STARTER STUDIO
Scrum Master
Develop team-effectiveness, Scrum-system health and evidence-based improvement capability.
Team coachingEmpiricismFlow
Your enterprise mission
Help a product team recover predictable value delivery without turning metrics or Scrum events into compliance theater.
Your five-stage starter curriculum
- Understand Scrum accountabilities, events and artifacts
- Connect Product Goals, Sprint Goals and Done increments
- Practice facilitation, impediment removal and coaching
- Use flow, quality and outcome evidence without weaponizing metrics
- Coach the team through an impediment-system improvement cycle
What you will practice
- Connect Product Goal, Sprint Goal, Done increment and customer evidence
- Facilitate conflict and remove systemic blockers while preserving self-management
Evidence you will create
Team-system map · improvement experiment · outcome review
You are ready to advance when…
You can explain the product, team system and measurable improvement—not only the meetings you facilitated.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Scrum Master path →AGILE ENTERPRISE STARTER STUDIO
AI & Data Delivery Lead
Lead iterative AI and data delivery while managing uncertainty, evidence and responsible-use controls.
AI deliveryExperiment flowGovernance
Your enterprise mission
Move a promising AI prototype into responsible production despite uncertain data, evaluation and ownership.
Your five-stage starter curriculum
- Learn AI and data-product lifecycle fundamentals
- Frame experiments, hypotheses and measurable outcomes
- Coordinate data, model, platform and governance dependencies
- Build evaluation, model-risk and production-readiness checkpoints
- Lead an experiment-to-production readiness decision
What you will practice
- Structure hypotheses, learning milestones and kill-or-continue criteria
- Coordinate data, model, platform, legal and risk dependencies
Evidence you will create
Experiment roadmap · dependency map · model-risk checkpoint
You are ready to advance when…
You can lead learning under uncertainty and keep technical, product and governance decisions visible.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete AI & Data Delivery Lead path →AGILE ENTERPRISE STARTER STUDIO
Technical Scrum Master
Support engineering delivery by understanding SDLC, architecture, environments and technical dependencies.
SDLCDORATechnical facilitation
Your enterprise mission
Unblock a distributed engineering team whose API, environment and release dependencies are causing repeated carryover.
Your five-stage starter curriculum
- Trace work from discovery through production support
- Read architecture, API, dependency and environment maps
- Facilitate technical risk, quality and release decisions
- Use DORA, flow and reliability evidence appropriately
- Facilitate a technical dependency and release-risk review
What you will practice
- Read architecture, pipeline and environment evidence well enough to ask useful questions
- Improve flow without taking engineering accountability away from specialists
Evidence you will create
Dependency map · delivery risk board · reliability improvement story
You are ready to advance when…
You can connect team behavior, SDLC evidence and system constraints in a credible delivery conversation.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Technical Scrum Master path →AGILE ENTERPRISE STARTER STUDIO
Salesforce CRM Agile Delivery
Coordinate CRM configuration, integration, data, testing and release work around user outcomes.
CRM deliveryData migrationAdoption
Your enterprise mission
Coordinate a CRM service transformation involving configuration, integrations, migration, UAT and adoption.
Your five-stage starter curriculum
- Understand CRM users, data and platform concepts
- Map configuration, integration and migration work
- Support stories, acceptance evidence, UAT and release readiness
- Coordinate sandbox, deployment and adoption dependencies
- Lead a sandbox-to-production readiness review
What you will practice
- Translate user journeys into configuration, data and integration work
- Coordinate testing, cutover, permissions and adoption dependencies
Evidence you will create
CRM release map · migration rehearsal · UAT and adoption brief
You are ready to advance when…
You can explain how the platform change serves users and how the organization will release it safely.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Salesforce CRM Agile Delivery path →AGILE ENTERPRISE STARTER STUDIO
Product Owner
Maximize product value through goals, evidence, backlog decisions and stakeholder alignment.
Product discoveryValuePrioritization
Your enterprise mission
Reverse declining customer activation by making evidence-based product choices with limited capacity.
Your five-stage starter curriculum
- Frame customer problems, outcomes and product direction
- Create Product Goals, discovery evidence and value hypotheses
- Order work and make trade-offs visible
- Inspect released outcomes and adapt product decisions
- Defend a product goal and the trade-offs behind the ordered backlog
What you will practice
- Turn customer evidence into outcomes, hypotheses and discovery decisions
- Measure released value and adapt rather than simply accept output
Evidence you will create
Product outcome map · discovery brief · value decision log
You are ready to advance when…
You can say why the product should change, what not to build and which evidence will change your mind.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Product Owner path →AGILE ENTERPRISE STARTER STUDIO
AI Product Owner
Shape valuable AI products while governing data, evaluation, uncertainty and responsible use.
AI productEvaluationResponsible release
Your enterprise mission
Shape an AI assistant that creates real user value while controlling hallucination, bias, privacy and misuse.
Your five-stage starter curriculum
- Frame an AI-worthy problem and responsible success criteria
- Map users, data, model behavior and constraints
- Order experiments, evaluation and enabling work
- Make release, monitoring and model-risk decisions
- Make a responsible release decision for an AI capability
What you will practice
- Decide when AI is appropriate and define behavioral success criteria
- Order data, experiments, safeguards and monitoring—not just features
Evidence you will create
AI opportunity brief · evaluation scorecard · responsible release memo
You are ready to advance when…
You can balance value, feasibility and responsible behavior while communicating unavoidable uncertainty.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete AI Product Owner path →AGILE ENTERPRISE STARTER STUDIO
Agile Business Analyst
Turn business needs into shared understanding, testable outcomes and traceable delivery evidence.
DiscoveryStory mappingUAT
Your enterprise mission
Untangle an onboarding process whose policies, handoffs and system rules create customer abandonment.
Your five-stage starter curriculum
- Discover stakeholders, users, pain points and outcomes
- Model processes, rules, data and interfaces
- Refine stories, examples and acceptance evidence
- Support UAT, traceability, change and benefits validation
- Validate an end-to-end slice with users and delivery partners
What you will practice
- Elicit decisions, exceptions, data and interface needs through examples
- Maintain traceability while requirements evolve
Evidence you will create
Journey and process model · story map · acceptance and UAT pack
You are ready to advance when…
You can make complex work understandable, testable and aligned to the outcome without writing a specification nobody uses.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Agile Business Analyst path →AGILE ENTERPRISE STARTER STUDIO
Kanban Flow Manager
Improve service delivery through explicit policies, flow evidence and evolutionary change.
Flow analyticsWIPService delivery
Your enterprise mission
Improve an operations service where urgent work constantly interrupts planned demand and customers cannot predict delivery.
Your five-stage starter curriculum
- Visualize demand, workflow and classes of service
- Define work-in-progress limits and explicit policies
- Measure flow with lead time, throughput and work-item age
- Run feedback loops and safe improvement experiments
- Run a flow review and propose one safe system experiment
What you will practice
- Model demand, workflow, classes of service and explicit policies
- Use lead time, throughput and work-item age to guide—not punish
Evidence you will create
Service board design · flow analysis · experiment review
You are ready to advance when…
You can explain where work waits, why it waits and how a policy change may improve the service.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Kanban Flow Manager path →AGILE ENTERPRISE STARTER STUDIO
SAFe Scrum Master
Support Agile teams inside an Agile Release Train while preserving team-level effectiveness.
PI PlanningART deliveryTeam coaching
Your enterprise mission
Prepare a team to contribute credible objectives and dependencies inside a complex Agile Release Train.
Your five-stage starter curriculum
- Understand team, ART and portfolio relationships
- Prepare for PI Planning and team commitments
- Manage dependencies, risks and iteration execution
- Support system demos, Inspect and Adapt and improvement
- Guide team preparation, PI execution and Inspect-and-Adapt follow-through
What you will practice
- Connect team work to ART cadence, system demos and program risks
- Coach iteration execution while escalating cross-team constraints
Evidence you will create
Team PI plan · dependency and risk board · improvement backlog
You are ready to advance when…
You can protect team effectiveness while helping the team operate responsibly inside the larger delivery system.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete SAFe Scrum Master path →AGILE ENTERPRISE STARTER STUDIO
Release Train Engineer
Facilitate ART-level planning, dependency management, execution and system improvement.
ART leadershipProgram riskSystem improvement
Your enterprise mission
Recover an Agile Release Train whose objectives, dependencies and system-level risks are repeatedly discovered too late.
Your five-stage starter curriculum
- Map value streams, ART structure and governance
- Prepare and facilitate PI Planning
- Coordinate risks, dependencies, objectives and execution
- Lead system-level learning and improvement
- Facilitate PI alignment and an evidence-based Inspect and Adapt
What you will practice
- Shape ART readiness, risk conversations and cross-team coordination
- Use system outcomes to improve the train rather than police teams
Evidence you will create
ART readiness view · program dependency map · system improvement brief
You are ready to advance when…
You can lead the train-level operating system, make risks visible and help leaders act on evidence.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Release Train Engineer path →AGILE ENTERPRISE STARTER STUDIO
Agile Coach
Coach leaders, teams and systems toward measurable, sustainable improvement.
Systems coachingLeadershipChange
Your enterprise mission
Help leaders and teams improve a delivery system without imposing a framework or creating permanent dependence on the coach.
Your five-stage starter curriculum
- Assess context without forcing a framework
- Contract coaching outcomes, boundaries and ethics
- Coach teams, leaders and cross-team systems
- Measure capability change and reduce coach dependency
- Contract and evaluate an organizational improvement engagement
What you will practice
- Diagnose incentives, structures, behaviors and flow before recommending change
- Coach leaders through evidence, resistance and ethical boundaries
Evidence you will create
System assessment · coaching contract · capability change report
You are ready to advance when…
You can tailor interventions to context, show what changed and leave the organization more capable without you.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Agile Coach path →AGILE ENTERPRISE STARTER STUDIO
Technical Project Manager
Lead technical initiatives through scope, schedule, risk, dependencies and outcome governance.
Hybrid deliveryGovernanceRisk
Your enterprise mission
Lead a regulated platform modernization across vendors, engineering teams and operational stakeholders.
Your five-stage starter curriculum
- Frame objectives, scope, stakeholders and governance
- Build integrated plans, estimates and dependency maps
- Manage risks, decisions, change and delivery evidence
- Coordinate release, transition, benefits and closure
- Govern the initiative from charter through transition and benefits review
What you will practice
- Choose predictive, adaptive or hybrid controls based on uncertainty
- Integrate scope, schedule, cost, risk, dependencies and technical readiness
Evidence you will create
Integrated delivery plan · RAID and decision log · transition review
You are ready to advance when…
You can maintain executive control without losing the technical reality, delivery evidence or intended business outcome.
Continue inside Neriya: move from this free orientation into guided labs, architecture reasoning, failure recovery, documentation, portfolio defense and humanized interview preparation.
Explore the complete Technical Project Manager path →No path matched your search. Try a broader term.
The Neriya curriculum standard
Each studio is synthesized from current enterprise capability patterns and then independently designed around Neriya's own scenarios, teaching language, practice sequence, work products and performance expectations. The browser view is an orientation; complete guided labs, assessments, protected learning materials and portfolio coaching remain inside the applicable Neriya path.
PRACTICAL GUIDANCE FROM NERIYA
See what practical learning means at Neriya.
Meet the people behind the learning, inspect example project standards and ask clear questions before committing.