See exactly which certification families, lessons, labs, and review signals the platform covers.

AWS / Associate

Design resilient, secure, cost-aware AWS architectures with VPC, IAM, compute, storage, databases, monitoring, and disaster recovery patterns.

Provider route

Review status

Official source reviewed

Freshness

Current

Last verified

2026-06-24

Next review

2026-09-22

AWS / Professional

Extend AWS architecture knowledge into hands-on developer, operations, security, DevOps, data, AI, and production support skills aligned to high-demand AWS role certifications.

Provider route

Review status

Mapped

Freshness

Current

Last verified

2026-06-24

Next review

2026-09-22

AWS / Azure / Google Cloud / Professional

Prepare for senior cloud architecture work across multi-account landing zones, hybrid networking, migration, security, resilience, cost governance, data platforms, and executive design decisions.

Provider route

Review status

Mapped

Freshness

Current

Last verified

2026-06-24

Next review

2026-09-22

Microsoft Azure / Associate

Prepare for Azure identity, governance, virtual networking, storage, compute, monitoring, and operational administration.

Provider route

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Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

Microsoft Azure / Power Platform / Professional

Build Microsoft cloud implementation depth across Azure development, security, DevOps, data engineering, monitoring, Power Platform automation, and Applied Skills-style project evidence.

Provider route

Review status

Official source reviewed

Freshness

Needs review

Last verified

2026-06-14

Next review

2026-09-12

Google Cloud / Associate

Build core GCP skills across IAM, networking, Compute Engine, GKE, Cloud Run, storage, databases, and operations.

Provider route

Review status

Official source reviewed

Freshness

Retiring soon

Last verified

2026-06-14

Next review

2026-09-12

Google Cloud / Professional

Deepen Google Cloud readiness across Cloud Developer, DevOps/SRE, Security, Network, Database, Workspace, Gemini, and Apigee-style API engineering paths.

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Mapped

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Needs review

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Provider source review required

AWS / Microsoft / Google / Oracle / Alibaba / IBM / CNCF / HashiCorp / CompTIA / Professional

Maintain a broad certification roadmap across major cloud providers, cloud-native platforms, infrastructure automation, security, data, AI, FinOps, and operations credentials.

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Needs review

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Provider source review required

Oracle Cloud Infrastructure / Professional

Prepare for Oracle Cloud Infrastructure foundations, architect, operations, security, networking, database, data, AI, and multicloud roles.

Provider route

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Alibaba Cloud / Professional

Prepare for Alibaba Cloud ACA, ACP, and ACE-style cloud computing, security, big data, networking, operations, and architecture readiness.

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Mapped

Freshness

Needs review

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Not verified

Next review

Provider source review required

IBM Cloud / Red Hat / Professional

Build hybrid cloud readiness across IBM Cloud, Red Hat OpenShift, containers, automation, security, data, AI, and regulated enterprise operations.

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

CNCF / Linux Foundation / Kubernetes / Professional

Prepare for Kubernetes and cloud native certifications across administrator, developer, security, GitOps, observability, networking, service mesh, and platform engineering skills.

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Review status

Mapped

Freshness

Needs review

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Not verified

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Provider source review required

FinOps Foundation / Cloud Providers / Specialist

Prepare for cloud financial management, governance, tagging, budgets, optimization, showback, unit economics, procurement, and executive reporting.

Provider route

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

GitHub / Specialist

Prepare for GitHub Foundations, Actions, Advanced Security, Administration, and Copilot certification readiness with repository, automation, security, governance, and AI collaboration evidence.

Provider route

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

HashiCorp / Professional

Prepare for Terraform Associate, Terraform Professional, Vault Associate, Vault Operations Professional, and Consul Associate readiness across multi-cloud infrastructure and security automation.

Provider route

Review status

Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Microsoft Azure / Microsoft Fabric / Professional

Prepare for advanced Microsoft role certifications across networking, cybersecurity architecture, Fabric analytics, Fabric data engineering, database administration, hybrid Windows Server, virtual desktop, and SAP workloads.

Provider route

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Google Cloud / Google Workspace / Professional

Cover newer and specialist Google certification paths for Security Operations Engineer, Workspace Administrator, Data Practitioner, and professional cloud operations.

Provider route

Review status

Mapped

Freshness

Needs review

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Not verified

Next review

Provider source review required

Databricks / Snowflake / Microsoft Fabric / Google Cloud / AWS / Azure / Professional

Prepare for cloud data platform certifications across Databricks, Snowflake, Microsoft Fabric, AWS, Azure, Google Cloud, analytics engineering, governance, and ML platform foundations.

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Mapped

Freshness

Needs review

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Provider source review required

AWS / Microsoft / Google / Oracle / IBM / Databricks / Responsible AI / Professional

Prepare learners for generative AI, AI governance, responsible AI, LLMOps, model evaluation, RAG, agents, safety, compliance, and cloud AI certification paths.

Provider route

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Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

Cisco / Associate

Learn routing, switching, subnetting, wireless, security, automation basics, and cloud connectivity foundations.

Provider route

Review status

Official source reviewed

Freshness

Needs review

Last verified

2026-06-14

Next review

2026-09-12

Cisco / Professional

Prepare for CCNP Enterprise with ENCOR core knowledge, advanced routing, enterprise infrastructure, assurance, security, automation, and hands-on network design labs.

Provider route

Review status

Official source reviewed

Freshness

Needs review

Last verified

2026-06-14

Next review

2026-09-12

Cisco / Associate

Build cybersecurity operations readiness with network security, monitoring, vulnerability awareness, incident response, endpoint signals, and SOC evidence.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

Cisco / Associate

Prepare for network automation work with APIs, Python, JSON, YAML, Git, Cisco platforms, programmability, configuration templates, and safe change evidence.

Provider route

Review status

Mapped

Freshness

Needs review

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Not verified

Next review

Provider source review required

Cisco / Cloud / Specialist

Connect Cisco networking foundations to cloud roles with VPC and VNet design, VPN, routing, DNS, firewalls, hybrid connectivity, SD-WAN concepts, and troubleshooting proof.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

Cisco / Service Provider / Specialist

Build deep MPLS, service provider, and enterprise WAN skills with label switching, LDP, RSVP-TE concepts, MP-BGP, VRF, L3VPN, QoS, traffic engineering, carrier handoff, and troubleshooting evidence.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

HashiCorp / Associate

Use Terraform for reusable infrastructure, remote state, modules, workspaces, policy, and AWS deployment pipelines.

Provider route

Review status

Official source reviewed

Freshness

Needs review

Last verified

2026-06-14

Next review

2026-09-12

AWS / Specialist

Build AWS infrastructure as code with CloudFormation, SAM, CDK, change sets, nested stacks, constructs, pipelines, drift detection, policy guardrails, rollback, and production evidence.

Provider route

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Mapped

Freshness

Needs review

Last verified

Not verified

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Provider source review required

CNCF / Red Hat / Linux / Specialist

Build the operating-system and platform foundation behind production cloud environments.

Provider route

Review status

Official source reviewed

Freshness

Needs review

Last verified

2026-06-14

Next review

2026-09-12

Python / Analytics / Specialist

Build job-ready analytics skills with Python, pandas, NumPy, statistics, data cleaning, exploratory analysis, dashboards, and business storytelling.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

Big Data / Cloud Analytics / Specialist

Build practical big data analytics skills across distributed data processing, data lakes, warehouses, Spark, streaming, governance, and cloud analytics platforms.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

BI / Visualization / Specialist

Create trusted dashboards and visual analysis using chart selection, KPI design, storytelling, accessibility, and executive reporting patterns.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

Security / Cloud / Specialist

Prepare for modern security roles covering IAM, network security, vulnerability management, monitoring, incident response, cloud security, and governance.

Provider route

Review status

Official source reviewed

Freshness

Retiring soon

Last verified

2026-06-14

Next review

2026-09-12

OWASP / Cloud Native / DevSecOps / Professional

Secure the software delivery lifecycle with OWASP, API security, threat modeling, SAST, DAST, SCA, IaC scanning, container security, SBOMs, signing, CI/CD gates, and release evidence.

Provider route

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

DevOps / Cloud / Professional

Master CI/CD, infrastructure as code, containers, observability, release strategies, automation, reliability, and cloud delivery practices.

Provider route

Review status

Mapped

Freshness

Current

Last verified

2026-06-24

Next review

2026-09-22

SRE / OpenTelemetry / Cloud Operations / Professional

Build reliability engineering skill with SLIs, SLOs, error budgets, OpenTelemetry, logs, metrics, traces, alerting, incident command, postmortems, capacity planning, chaos testing, and toil reduction.

Provider route

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Docker / OCI / Cloud Native / Specialist

Learn Docker from first principles through production-ready container builds, Dockerfiles, Compose, networking, volumes, registries, security, CI/CD, observability, troubleshooting, and Kubernetes handoff evidence.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

Linux / Ansible / Specialist

Build operations skills across Linux administration, service management, patching, backups, automation, Ansible playbooks, and incident response.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

Linux / Windows / Cloud Operations / Specialist

Manage enterprise systems across identity, endpoints, servers, patching, monitoring, backups, configuration, inventory, automation, and operational governance.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

SQL / NoSQL / Cloud Databases / Specialist

Build practical database skills across relational design, SQL, NoSQL, indexing, transactions, backup, replication, migration, performance tuning, and cloud managed databases.

Provider route

Review status

Mapped

Freshness

Needs review

Last verified

Not verified

Next review

Provider source review required

Deep Learning / AI / Specialist

Learn neural networks, computer vision, NLP, transformers, embeddings, training loops, GPUs, evaluation, deployment, monitoring, safety, and responsible AI operations.

Provider route

Review status

Mapped

Freshness

Needs review

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Provider source review required

ML / MLOps / Specialist

Learn practical ML foundations, feature engineering, model training, evaluation, deployment, monitoring, governance, and MLOps workflows.

Provider route

Review status

Mapped

Freshness

Needs review

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Not verified

Next review

Provider source review required

Math / Data Science / Specialist

Build the mathematical foundation behind analytics, statistics, machine learning, optimization, and AI model evaluation.

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

AI / Generative AI / Specialist

Prepare for AI engineering work across prompt design, retrieval augmented generation, vector search, evaluation, safety, governance, and AI application deployment.

Provider route

Review status

Mapped

Freshness

Needs review

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Not verified

Next review

Provider source review required

Python / JavaScript / TypeScript / SQL / Go / Specialist

Build practical programming foundations with the most in-demand compiled, scripting, and interpreted languages for data analytics, cloud engineering, DevOps, cybersecurity, AI, and full-stack software work.

Provider route

Review status

Official source reviewed

Freshness

Needs review

Last verified

2026-06-14

Next review

2026-09-12

Software Engineering / Agile / DevOps / Specialist

Teach software development from beginner foundations to professional delivery: requirements, SDLC, Agile and Scrum, design, frontend, backend, APIs, databases, testing, secure coding, DevOps, documentation, collaboration, and portfolio evidence.

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Mapped

Freshness

Needs review

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Provider source review required

AWS / Azure / Google Cloud / Next.js / Node.js / Specialist

Build complete cloud-based applications from requirements to production: frontend UI, backend APIs, authentication, databases, storage, serverless, containers, CI/CD, security, observability, scaling, and portfolio-ready deployment evidence.

Provider route

Review status

Mapped

Freshness

Current

Last verified

2026-06-24

Next review

2026-09-22

UX / Web Design / SEO / Analytics / Digital Marketing / Specialist

Teach learners to design, launch, measure, and improve professional websites and campaigns: UX/UI, responsive layouts, branding, content, SEO, analytics, conversion, social, email, paid ads, CMS/no-code tools, accessibility, and portfolio evidence.

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Product Management / Data / AI / Specialist

Build data product management capability across strategy, discovery, metrics, analytics requirements, AI opportunities, governance, experimentation, stakeholder alignment, and delivery evidence.

Provider route

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Mapped

Freshness

Needs review

Last verified

Not verified

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Provider source review required

Digital Marketing / Data / IA / Specialist

Connect digital marketing execution with data, analytics, automation, and IA-assisted workflows across acquisition, conversion, lifecycle, experimentation, reporting, and responsible personalization.

Provider route

Review status

Mapped

Freshness

Needs review

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Not verified

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Provider source review required

No Code / Low Code / Automation / Product / Specialist

Teach learners to turn product ideas into validated no-code and low-code products with discovery, UX, data models, workflows, integrations, automation, payments, analytics, governance, and launch evidence.

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Review status

Mapped

Freshness

Needs review

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Not verified

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Provider source review required

MLOps / ML Engineering / Cloud AI / Specialist

Build production MLOps skills across dataset versioning, feature pipelines, experiment tracking, model registry, CI/CD, deployment, monitoring, drift detection, governance, cost, and safe rollback.

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Review status

Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Compilers / Interpreters / Virtual Machines / Systems / Specialist

Teach how programming languages become running software: lexical analysis, parsing, ASTs, interpreters, compilers, type systems, bytecode, virtual machines, JIT, memory management, garbage collection, linking, debugging, performance, packaging, and runtime operations.

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Business Operations / HR / CRM / ERP / Management / Specialist

Teach business learners how organizations grow and operate: business development, management, HR, customer relationship management, resource planning, sales pipeline, finance basics, operations, procurement, reporting, compliance, and digital business systems.

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

AWS / Azure / Google Cloud / Open Source AI / Specialist

Build cloud-native generative AI applications with RAG, vector databases, agents, evaluation, safety, cost controls, observability, and production deployment patterns.

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Mapped

Freshness

Needs review

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Not verified

Next review

Provider source review required

AWS / Azure / Google Cloud / Snowflake / Specialist

Design cloud data platforms with ingestion, storage zones, Spark, streaming, warehouses, orchestration, data quality, governance, privacy, and cost controls.

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Review status

Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Computer Science / Cloud Systems / Specialist

Learn the computer science behind production cloud systems: operating systems, networks, distributed systems, databases, algorithms, security, and performance.

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Mapped

Freshness

Needs review

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Not verified

Next review

Provider source review required

Telecom / 5G / Cloud / Kubernetes / Specialist

Bridge telecommunications and cloud with 5G foundations, telco cloud, NFV, CNFs, private 5G, edge computing, SD-WAN, observability, and network automation.

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Mapped

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Needs review

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Provider source review required

AWS / Azure / Google Cloud / SIEM / Specialist

Operate cloud security with Zero Trust, IAM attack paths, SIEM/SOAR, detection engineering, vulnerability response, secrets management, and incident runbooks.

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Mapped

Freshness

Needs review

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Provider source review required

Cisco / Python / Ansible / Terraform / Specialist

Automate network operations with Python, APIs, NETCONF, RESTCONF, YANG, Ansible, Terraform, source control, testing, and observability.

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Mapped

Freshness

Needs review

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Provider source review required

Python / HPC / Cloud / Research Data / Specialist

Apply cloud and Python to scientific computing, simulation, HPC concepts, geospatial data, healthcare and bioinformatics pipelines, climate analytics, and research reproducibility.

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Mapped

Freshness

Needs review

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Provider source review required

IoT / Robotics / Edge / Cloud AI / Specialist

Build connected-device and edge AI skills with MQTT, device identity, telemetry ingestion, digital twins, edge inference, robotics data, and industrial monitoring.

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

ITIL / PeopleCert / Service Management / Specialist

Learn current ITIL Foundation Version 5 and modern service management from first principles through products, services, value, practices, incidents, problems, changes, experience, sustainability, AI-enabled environments, governance, and practitioner-ready evidence.

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Mapped

Freshness

Needs review

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Provider source review required

CompTIA / Foundation

Prepare for vendor-neutral CompTIA certifications with practical IT support, networking, cloud, Linux, security, operations, troubleshooting, and evidence-led career readiness.

Provider route

Review status

Official source reviewed

Freshness

Needs review

Last verified

2026-06-14

Next review

2026-09-12

Daskerel Digital School / Foundation

Build computer-science, software, data, and responsible-AI foundations through tested code, synthetic datasets, model evaluation, and an evidence-led digital product.

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Mapped

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Needs review

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Daskerel Simulation School / Foundation

Learn circuit reasoning, digital logic, embedded control, sensors, IoT communication, and verification entirely through clearly labelled simulation.

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Mapped

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Needs review

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Daskerel Engineering Simulation School / Foundation

Develop mechanical reasoning, CAD, manufacturing, reliability, and maintenance evidence through bounded digital models and design reviews.

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Mapped

Freshness

Needs review

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Daskerel Sustainable Systems School / Foundation

Explore built systems, energy demand, renewables, mobility, lifecycle impact, and infrastructure resilience using transparent digital assumptions.

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Mapped

Freshness

Needs review

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Daskerel Physical Sciences School / Foundation

Connect mathematics, physics, measurement, uncertainty, and scientific computing through reproducible simulations and careful model validation.

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Mapped

Freshness

Needs review

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Daskerel Biological Sciences School / Foundation

Learn biological reasoning, sequence analysis, statistics, reproducibility, and ethics through public non-identifiable or synthetic digital evidence.

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Daskerel Mathematical Sciences School / Foundation

Progress from college mathematics through undergraduate proof, analysis, probability, optimisation, and postgraduate mathematical research.

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Mapped

Freshness

Needs review

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Provider source review required

Daskerel Chemistry and Materials School / Foundation

Study chemical structure, reactions, analysis, materials behaviour, simulation, sustainability, and postgraduate digital research without physical laboratory exposure.

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Mapped

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Needs review

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Daskerel Civil and Structural School / Foundation

Progress through civil systems, structural analysis, geotechnics, water, transport, BIM, resilience, and postgraduate infrastructure research.

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Mapped

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Needs review

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Daskerel Electrical and Power School / Foundation

Develop electrical, machines, power electronics, grids, protection, renewable integration, and postgraduate power-systems research through simulation.

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Needs review

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Daskerel Mobility Engineering School / Foundation

Study vehicle and aircraft mechanics, structures, aerodynamics, propulsion, control, electrification, safety, and postgraduate mobility research digitally.

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Mapped

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Needs review

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Daskerel Environmental and Earth School / Foundation

Progress through Earth systems, climate, geology, water, ecology, GIS, hazards, environmental decisions, and postgraduate research using public data.

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Mapped

Freshness

Needs review

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Provider source review required

Daskerel Robotics and Mechatronics School / Foundation

Integrate mechanics, electronics, embedded software, sensing, control, autonomy, safety, and postgraduate robotics research in simulation.

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Mapped

Freshness

Needs review

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Not verified

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Provider source review required

Daskerel Data and Statistics School / Foundation

Progress from data literacy through inference, statistical learning, causal and Bayesian methods, production analytics, and postgraduate research.

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Mapped

Freshness

Needs review

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Provider source review required

Daskerel Business and Management School / Foundation

Progress from business foundations through operations, strategy, leadership, entrepreneurship, responsible growth, and postgraduate management research.

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Mapped

Freshness

Needs review

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Provider source review required

Daskerel Law and Compliance School / Foundation

Study UK legal foundations, commercial and technology law, governance, compliance, regulatory reasoning, and postgraduate legal research.

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Mapped

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Needs review

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Daskerel Economics and Finance School / Foundation

Progress from economics and bookkeeping through reporting, management accounting, corporate finance, taxation foundations, econometrics, governance, and research.

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Mapped

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Needs review

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Provider source review required

Daskerel Cybersecurity and Digital Trust School / Foundation

Develop defensive security, incident response, digital forensics, secure architecture, governance, privacy, resilience, and postgraduate cyber research.

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Needs review

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Daskerel Product and Operations School / Foundation

Progress from scope, users, process, and planning through product discovery, delivery, operations, portfolios, transformation, and postgraduate decision science.

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Mapped

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Needs review

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Daskerel Education and Workforce School / Foundation

Study learning, inclusion, curriculum, assessment, coaching, technology, quality, workforce strategy, leadership, and postgraduate education research.

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Mapped

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Needs review

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Provider source review required