Adaptive study planner
Choose a role path, certification target, weekly study time, and timeline to generate lessons, labs, mock review, and portfolio proof.
Weekly plan
Follow the lessons, labs, mock review, and proof task each week. The plan uses the role path mappings already built into the platform.
Week 1/Foundation
Lesson focus
Lab focus
Mock review
Portfolio proof
Week 2/Foundation
Lesson focus
Lab focus
Mock review
Portfolio proof
Week 3/Associate architecture
Lesson focus
Lab focus
Mock review
Portfolio proof
Week 4/Associate architecture
Lesson focus
Lab focus
Mock review
Portfolio proof
Week 5/Professional design
Lesson focus
Lab focus
Mock review
Portfolio proof
Week 6/Professional design
Lesson focus
Lab focus
Mock review
Portfolio proof
Week 7/Portfolio proof
Lesson focus
Lab focus
Mock review
Portfolio proof
Week 8/Portfolio proof
Lesson focus
Lab focus
Mock review
Portfolio proof
Recommended tracks
Adaptive engine
Global learner mode
Beginner explanation
Exam-focused explanation
Real-job explanation
Interview answer mode
French learner support
Simple English support
Technical deep dive
Step-by-step lab coach
Interview coach
Pick a track
AWS
Design resilient, secure, cost-aware AWS architectures with VPC, IAM, compute, storage, databases, monitoring, and disaster recovery patterns.
AWS
Extend AWS architecture knowledge into hands-on developer, operations, security, DevOps, data, AI, and production support skills aligned to high-demand AWS role certifications.
AWS / Azure / Google Cloud
Prepare for senior cloud architecture work across multi-account landing zones, hybrid networking, migration, security, resilience, cost governance, data platforms, and executive design decisions.
Microsoft Azure
Prepare for Azure identity, governance, virtual networking, storage, compute, monitoring, and operational administration.
Microsoft Azure / Power Platform
Build Microsoft cloud implementation depth across Azure development, security, DevOps, data engineering, monitoring, Power Platform automation, and Applied Skills-style project evidence.
Google Cloud
Build core GCP skills across IAM, networking, Compute Engine, GKE, Cloud Run, storage, databases, and operations.
Google Cloud
Deepen Google Cloud readiness across Cloud Developer, DevOps/SRE, Security, Network, Database, Workspace, Gemini, and Apigee-style API engineering paths.
AWS / Microsoft / Google / Oracle / Alibaba / IBM / CNCF / HashiCorp / CompTIA
Maintain a broad certification roadmap across major cloud providers, cloud-native platforms, infrastructure automation, security, data, AI, FinOps, and operations credentials.
Oracle Cloud Infrastructure
Prepare for Oracle Cloud Infrastructure foundations, architect, operations, security, networking, database, data, AI, and multicloud roles.
Alibaba Cloud
Prepare for Alibaba Cloud ACA, ACP, and ACE-style cloud computing, security, big data, networking, operations, and architecture readiness.
IBM Cloud / Red Hat
Build hybrid cloud readiness across IBM Cloud, Red Hat OpenShift, containers, automation, security, data, AI, and regulated enterprise operations.
CNCF / Linux Foundation / Kubernetes
Prepare for Kubernetes and cloud native certifications across administrator, developer, security, GitOps, observability, networking, service mesh, and platform engineering skills.
FinOps Foundation / Cloud Providers
Prepare for cloud financial management, governance, tagging, budgets, optimization, showback, unit economics, procurement, and executive reporting.
GitHub
Prepare for GitHub Foundations, Actions, Advanced Security, Administration, and Copilot certification readiness with repository, automation, security, governance, and AI collaboration evidence.
HashiCorp
Prepare for Terraform Associate, Terraform Professional, Vault Associate, Vault Operations Professional, and Consul Associate readiness across multi-cloud infrastructure and security automation.
Microsoft Azure / Microsoft Fabric
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.
Google Cloud / Google Workspace
Cover newer and specialist Google certification paths for Security Operations Engineer, Workspace Administrator, Data Practitioner, and professional cloud operations.
Databricks / Snowflake / Microsoft Fabric / Google Cloud / AWS / Azure
Prepare for cloud data platform certifications across Databricks, Snowflake, Microsoft Fabric, AWS, Azure, Google Cloud, analytics engineering, governance, and ML platform foundations.
AWS / Microsoft / Google / Oracle / IBM / Databricks / Responsible AI
Prepare learners for generative AI, AI governance, responsible AI, LLMOps, model evaluation, RAG, agents, safety, compliance, and cloud AI certification paths.
Cisco
Learn routing, switching, subnetting, wireless, security, automation basics, and cloud connectivity foundations.
Cisco
Prepare for CCNP Enterprise with ENCOR core knowledge, advanced routing, enterprise infrastructure, assurance, security, automation, and hands-on network design labs.
Cisco
Build cybersecurity operations readiness with network security, monitoring, vulnerability awareness, incident response, endpoint signals, and SOC evidence.
Cisco
Prepare for network automation work with APIs, Python, JSON, YAML, Git, Cisco platforms, programmability, configuration templates, and safe change evidence.
Cisco / Cloud
Connect Cisco networking foundations to cloud roles with VPC and VNet design, VPN, routing, DNS, firewalls, hybrid connectivity, SD-WAN concepts, and troubleshooting proof.
Cisco / Service Provider
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.
HashiCorp
Use Terraform for reusable infrastructure, remote state, modules, workspaces, policy, and AWS deployment pipelines.
AWS
Build AWS infrastructure as code with CloudFormation, SAM, CDK, change sets, nested stacks, constructs, pipelines, drift detection, policy guardrails, rollback, and production evidence.
CNCF / Red Hat / Linux
Build the operating-system and platform foundation behind production cloud environments.
Python / Analytics
Build job-ready analytics skills with Python, pandas, NumPy, statistics, data cleaning, exploratory analysis, dashboards, and business storytelling.
Big Data / Cloud Analytics
Build practical big data analytics skills across distributed data processing, data lakes, warehouses, Spark, streaming, governance, and cloud analytics platforms.
BI / Visualization
Create trusted dashboards and visual analysis using chart selection, KPI design, storytelling, accessibility, and executive reporting patterns.
Security / Cloud
Prepare for modern security roles covering IAM, network security, vulnerability management, monitoring, incident response, cloud security, and governance.
OWASP / Cloud Native / DevSecOps
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.
DevOps / Cloud
Master CI/CD, infrastructure as code, containers, observability, release strategies, automation, reliability, and cloud delivery practices.
SRE / OpenTelemetry / Cloud Operations
Build reliability engineering skill with SLIs, SLOs, error budgets, OpenTelemetry, logs, metrics, traces, alerting, incident command, postmortems, capacity planning, chaos testing, and toil reduction.
Docker / OCI / Cloud Native
Learn Docker from first principles through production-ready container builds, Dockerfiles, Compose, networking, volumes, registries, security, CI/CD, observability, troubleshooting, and Kubernetes handoff evidence.
Linux / Ansible
Build operations skills across Linux administration, service management, patching, backups, automation, Ansible playbooks, and incident response.
Linux / Windows / Cloud Operations
Manage enterprise systems across identity, endpoints, servers, patching, monitoring, backups, configuration, inventory, automation, and operational governance.
SQL / NoSQL / Cloud Databases
Build practical database skills across relational design, SQL, NoSQL, indexing, transactions, backup, replication, migration, performance tuning, and cloud managed databases.
Deep Learning / AI
Learn neural networks, computer vision, NLP, transformers, embeddings, training loops, GPUs, evaluation, deployment, monitoring, safety, and responsible AI operations.
ML / MLOps
Learn practical ML foundations, feature engineering, model training, evaluation, deployment, monitoring, governance, and MLOps workflows.
Math / Data Science
Build the mathematical foundation behind analytics, statistics, machine learning, optimization, and AI model evaluation.
AI / Generative AI
Prepare for AI engineering work across prompt design, retrieval augmented generation, vector search, evaluation, safety, governance, and AI application deployment.
Python / JavaScript / TypeScript / SQL / Go
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.
Software Engineering / Agile / DevOps
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.
AWS / Azure / Google Cloud / Next.js / Node.js
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.
UX / Web Design / SEO / Analytics / Digital Marketing
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.
Product Management / Data / AI
Build data product management capability across strategy, discovery, metrics, analytics requirements, AI opportunities, governance, experimentation, stakeholder alignment, and delivery evidence.
Digital Marketing / Data / IA
Connect digital marketing execution with data, analytics, automation, and IA-assisted workflows across acquisition, conversion, lifecycle, experimentation, reporting, and responsible personalization.
No Code / Low Code / Automation / Product
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.
MLOps / ML Engineering / Cloud AI
Build production MLOps skills across dataset versioning, feature pipelines, experiment tracking, model registry, CI/CD, deployment, monitoring, drift detection, governance, cost, and safe rollback.
Compilers / Interpreters / Virtual Machines / Systems
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.
Business Operations / HR / CRM / ERP / Management
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.
AWS / Azure / Google Cloud / Open Source AI
Build cloud-native generative AI applications with RAG, vector databases, agents, evaluation, safety, cost controls, observability, and production deployment patterns.
AWS / Azure / Google Cloud / Snowflake
Design cloud data platforms with ingestion, storage zones, Spark, streaming, warehouses, orchestration, data quality, governance, privacy, and cost controls.
Computer Science / Cloud Systems
Learn the computer science behind production cloud systems: operating systems, networks, distributed systems, databases, algorithms, security, and performance.
Telecom / 5G / Cloud / Kubernetes
Bridge telecommunications and cloud with 5G foundations, telco cloud, NFV, CNFs, private 5G, edge computing, SD-WAN, observability, and network automation.
AWS / Azure / Google Cloud / SIEM
Operate cloud security with Zero Trust, IAM attack paths, SIEM/SOAR, detection engineering, vulnerability response, secrets management, and incident runbooks.
Cisco / Python / Ansible / Terraform
Automate network operations with Python, APIs, NETCONF, RESTCONF, YANG, Ansible, Terraform, source control, testing, and observability.
Python / HPC / Cloud / Research Data
Apply cloud and Python to scientific computing, simulation, HPC concepts, geospatial data, healthcare and bioinformatics pipelines, climate analytics, and research reproducibility.
IoT / Robotics / Edge / Cloud AI
Build connected-device and edge AI skills with MQTT, device identity, telemetry ingestion, digital twins, edge inference, robotics data, and industrial monitoring.
ITIL / PeopleCert / Service Management
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.
CompTIA
Prepare for vendor-neutral CompTIA certifications with practical IT support, networking, cloud, Linux, security, operations, troubleshooting, and evidence-led career readiness.
Daskerel Digital School
Build computer-science, software, data, and responsible-AI foundations through tested code, synthetic datasets, model evaluation, and an evidence-led digital product.
Daskerel Simulation School
Learn circuit reasoning, digital logic, embedded control, sensors, IoT communication, and verification entirely through clearly labelled simulation.
Daskerel Engineering Simulation School
Develop mechanical reasoning, CAD, manufacturing, reliability, and maintenance evidence through bounded digital models and design reviews.
Daskerel Sustainable Systems School
Explore built systems, energy demand, renewables, mobility, lifecycle impact, and infrastructure resilience using transparent digital assumptions.
Daskerel Physical Sciences School
Connect mathematics, physics, measurement, uncertainty, and scientific computing through reproducible simulations and careful model validation.
Daskerel Biological Sciences School
Learn biological reasoning, sequence analysis, statistics, reproducibility, and ethics through public non-identifiable or synthetic digital evidence.
Daskerel Mathematical Sciences School
Progress from college mathematics through undergraduate proof, analysis, probability, optimisation, and postgraduate mathematical research.
Daskerel Chemistry and Materials School
Study chemical structure, reactions, analysis, materials behaviour, simulation, sustainability, and postgraduate digital research without physical laboratory exposure.
Daskerel Civil and Structural School
Progress through civil systems, structural analysis, geotechnics, water, transport, BIM, resilience, and postgraduate infrastructure research.
Daskerel Electrical and Power School
Develop electrical, machines, power electronics, grids, protection, renewable integration, and postgraduate power-systems research through simulation.
Daskerel Mobility Engineering School
Study vehicle and aircraft mechanics, structures, aerodynamics, propulsion, control, electrification, safety, and postgraduate mobility research digitally.
Daskerel Environmental and Earth School
Progress through Earth systems, climate, geology, water, ecology, GIS, hazards, environmental decisions, and postgraduate research using public data.
Daskerel Robotics and Mechatronics School
Integrate mechanics, electronics, embedded software, sensing, control, autonomy, safety, and postgraduate robotics research in simulation.
Daskerel Data and Statistics School
Progress from data literacy through inference, statistical learning, causal and Bayesian methods, production analytics, and postgraduate research.
Daskerel Business and Management School
Progress from business foundations through operations, strategy, leadership, entrepreneurship, responsible growth, and postgraduate management research.
Daskerel Law and Compliance School
Study UK legal foundations, commercial and technology law, governance, compliance, regulatory reasoning, and postgraduate legal research.
Daskerel Economics and Finance School
Progress from economics and bookkeeping through reporting, management accounting, corporate finance, taxation foundations, econometrics, governance, and research.
Daskerel Cybersecurity and Digital Trust School
Develop defensive security, incident response, digital forensics, secure architecture, governance, privacy, resilience, and postgraduate cyber research.
Daskerel Product and Operations School
Progress from scope, users, process, and planning through product discovery, delivery, operations, portfolios, transformation, and postgraduate decision science.
Daskerel Education and Workforce School
Study learning, inclusion, curriculum, assessment, coaching, technology, quality, workforce strategy, leadership, and postgraduate education research.