Module 1 – JSX & Components Component composition && Props & children && Keys & rendering patterns.

Module 2 – State & Events Controlled forms && Handling events && Derived state pitfalls.

Module 3 – Effects & Data useEffect timing && Cleanup functions && Data fetching patterns.

Module 4 – Lists & Conditional Rendering Rendering lists && Conditional UI && Empty & error states.

Module 5 – Advanced Hooks useMemo && useCallback && useRef && Custom hooks.

Module 6 – Context & Performance Context providers && Selectors && Avoiding unnecessary re-renders.

Module 7 – Routing Fundamentals Nested routes && Loaders && Actions (React Router v6.4+).

Module 8 – State Management Tools Redux Toolkit basics && Zustand selection && RTK Query for data fetching.

Module 9 – Accessibility & User Experience ARIA roles && Focus management && Keyboard navigation.

Module 10 – Testing & Deployment React Testing Library && Mock Service Worker (MSW) && CI/CD builds && Deployment best practice.

Module 1 – MongoDB Fundamentals & Ecosystem::: BSON && Collections && Replica Sets vs Shards && CRUD Recap

Module 2 – CRUD Deep Dive::: insertOne/Many && find && Projections && Upserts && updateMany && deleteMany

Module 3 – Data Modeling::: 1–N/N–N Patterns && Embedding vs Referencing && Bucketing && Time-Series

Module 4 – Indexes::: Single && Compound && Multikey && Partial && TTL && Sparse && Choosing Cardinality

Module 5 – Performance & Query Planning::: explain() && Query Planner && Covered Queries && Hot Paths

Module 6 – Aggregation Pipeline I::: $match && $group && $project && $sort && $limit && $lookup

Module 7 – Aggregation Pipeline II::: Pipelines for Analytics && Facets && Window Functions

Module 8 – Transactions & ACID::: ACID Semantics && Multi-Document Patterns && Pitfalls

Module 9 – Atlas & Cloud Deployment::: Clusters && Network Access && VPC Peering && Serverless

Module 10 – Security & Access Control::: SCRAM && Role-Based Access && Field-Level Encryption && Auditing

Module 11 – Backup & Restore::: Snapshots && Point-in-Time && mongodump/restore && S3

Module 12 – Drivers & Mongoose::: Driver CRUD && Sessions && Mongoose Schemas && Middleware && Validators

• Module: Secure Windows Server On-Premises and Hybrid Infrastructures (25–30%)

  • Harden OS

    • Exploit Protection

    • Credential Guard

    • SmartScreen

    • Password policies

  • Secure hybrid AD

    • RODC

    • NTLM audit

    • Defender for Identity

    • OSConfig policies

• Module: Implement and Manage Windows Server High Availability (15–20%)

  • Deploy and manage failover clusters (on-prem, hybrid, cloud)

  • Configure Storage Spaces Direct, cluster quorum, scale-out file servers, Azure witness

• Module: Implement Disaster Recovery (10–15%)

  • Backup and restore using Azure Recovery Services Vault, Azure Backup Server

  • Implement Azure Site Recovery and Hyper-V Replicas for disaster recovery

• Module: Migrate Servers and Workloads (20–25%)

  • Use Storage Migration Service for storage and server migrations

  • Migrate on-prem servers or physical servers to Azure VMs using Azure Migrate

  • Migrate IIS, AD DS, RDS, DHCP, print servers, and perform in-place upgrades

• Module: Monitor and Troubleshoot Windows Server Environments (15–20%)

  • Monitor using Performance Monitor, Admin Center, System Insights, Event Logs, Azure Monitor, VM Insights

  • Troubleshoot connectivity, DNS, Windows Update, time synchronization, VM issues, disk encryption, Active Directory replication, hybrid authentication

• Module: Describe core data concepts (15–20%)

  • Describe types of core data workloads

    • Transactional

    • Analytical

    • Streaming

  • Describe data analytics core concepts

    • Data processing, batch and stream processing

    • Data visualization and reporting

• Module: Describe how to work with relational data on Azure (25–30%)

  • Describe relational data workloads

    • OLTP workloads

    • OLAP workloads

  • Describe relational Azure data services

    • Azure SQL Database

    • Azure Database for PostgreSQL

    • Azure Database for MySQL

  • Identify basic management tasks for relational data

    • Backup and restore

    • Performance tuning

    • Security

• Module: Describe how to work with non-relational data on Azure (25–30%)

  • Describe non-relational data workloads

    • Key-value databases

    • Document databases

    • Graph databases

  • Describe non-relational data offerings on Azure

    • Azure Cosmos DB APIs (Core/SQL, MongoDB, Cassandra, Gremlin, Table)

  • Identify basic management tasks for non-relational data

    • Backup and restore

    • Scalability

    • Security

• Module: Describe an analytics workload on Azure (25–30%)

  • Describe analytics workloads

    • Big data

    • Real-time analytics

    • Batch processing

  • Describe modern data warehouse components

    • Azure Synapse Analytics

    • Azure Data Lake

    • Azure Data Factory

    • Azure Databricks

    • Power BI

• Module 1: Describe Cloud Concepts (25–30%)

  • Identify the benefits and considerations of using cloud services

    • High availability, scalability, agility

    • Fault tolerance and disaster recovery

    • CapEx vs OpEx

  • Describe the differences between categories of cloud services

    • IaaS, PaaS, SaaS

    • Shared responsibility model

  • Describe the differences between types of cloud computing

    • Public cloud

    • Private cloud

    • Hybrid cloud

• Module 2: Describe Azure Architecture and Services (35–40%)

  • Describe the core architectural components of Azure

    • Azure regions, region pairs

    • Availability zones, Resource groups

    • Subscriptions and management groups

  • Describe Azure compute and networking services

    • Virtual Machines (VMs)

    • Containers and Azure Kubernetes Service (AKS)

    • App Services

    • Virtual Networks (VNets), Load Balancers, VPN Gateway, ExpressRoute

  • Describe Azure storage services

    • Blob Storage, Disk Storage, File Storage

    • Storage tiers and redundancy (LRS, GRS, ZRS)

  • Describe Azure identity, access, and security

    • Azure Active Directory (AAD), Conditional Access

    • Role-Based Access Control (RBAC), Azure Key Vault

    • Authentication vs authorization

• Module 3: Describe Azure Management and Governance (30–35%)

  • Describe cost management in Azure

    • Azure Pricing Calculator, Total Cost of Ownership (TCO) calculator

    • Cost management tools and budgets

  • Describe features and tools for governance and compliance

    • Azure Policy, Blueprints, Resource Locks

    • Microsoft Privacy Statement and Trust Center

  • Describe features and tools for managing and deploying Azure resources

    • Azure Portal, Azure PowerShell, Azure CLI

    • ARM Templates, Azure Resource Manager

  • Describe monitoring tools in Azure

    • Azure Monitor, Azure Service Health

    • Azure Advisor, Log Analytics, Network Watcher

• Module: Design and Implement Processes and Communications (10–15%)

  • Design and implement traceability and flow of work

    • Structure the flow of work, including GitHub Flow

    • Integrate tracking work with GitHub Projects, Azure Boards, and repositories

    • Implement source, bug, and quality traceability

  • Design and implement appropriate metrics and queries for DevOps

    • Create dashboards for flow of work, such as cycle times and lead time

    • Develop metrics and queries for project planning, development, testing, and security

• Module: Design and Implement a Source Control Strategy (10–15%)

  • Design and implement a version control strategy

    • Implement and manage Git repositories

    • Implement branching strategies

    • Configure Git settings and policies

  • Implement and manage build infrastructure

    • Design build pipelines

    • Integrate with external tools and services

    • Manage build dependencies and outputs

• Module: Design and Implement Build and Release Pipelines (50–55%)

  • Design and implement a build strategy

    • Implement continuous integration

    • Configure build triggers and agents

    • Manage build infrastructure and tools

  • Design and implement a release strategy

    • Implement continuous delivery

    • Configure release pipelines and approvals

    • Manage deployment environments and strategies

  • Implement a secure and compliant development process

    • Integrate security and compliance checks into pipelines

    • Manage secrets and credentials securely

    • Implement code quality and vulnerability scanning

• Module: Develop a Security and Compliance Plan (10–15%)

  • Design and implement a strategy for managing secrets

    • Use Azure Key Vault and other tools to manage secrets

    • Integrate secret management into pipelines

  • Implement compliance and security policies

    • Define and enforce policies for code and infrastructure

    • Monitor and audit compliance

• Module: Implement an Instrumentation Strategy (5–10%)

  • Monitor and report on system health

    • Configure monitoring tools and dashboards

    • Set up alerts and notifications

  • Develop a telemetry strategy

    • Collect and analyze telemetry data

    • Use telemetry to drive improvements

• Module: Design and Implement Processes and Communications (10–15%)

  • Design and implement traceability and flow of work

    • Structure the flow of work, including GitHub Flow

    • Integrate tracking work with GitHub Projects, Azure Boards, and repositories

    • Implement source, bug, and quality traceability

  • Design and implement appropriate metrics and queries for DevOps

    • Create dashboards for flow of work, such as cycle times and lead time

    • Develop metrics and queries for project planning, development, testing, and security

• Module: Design and Implement a Source Control Strategy (10–15%)

  • Design and implement a version control strategy

    • Implement and manage Git repositories

    • Implement branching strategies

    • Configure Git settings and policies

  • Implement and manage build infrastructure

    • Design build pipelines

    • Integrate with external tools and services

    • Manage build dependencies and outputs

• Module: Design and Implement Build and Release Pipelines (50–55%)

  • Design and implement a build strategy

    • Implement continuous integration

    • Configure build triggers and agents

    • Manage build infrastructure and tools

  • Design and implement a release strategy

    • Implement continuous delivery

    • Configure release pipelines and approvals

    • Manage deployment environments and strategies

  • Implement a secure and compliant development process

    • Integrate security and compliance checks into pipelines

    • Manage secrets and credentials securely

    • Implement code quality and vulnerability scanning

• Module: Develop a Security and Compliance Plan (10–15%)

  • Design and implement a strategy for managing secrets

    • Use Azure Key Vault and other tools to manage secrets

    • Integrate secret management into pipelines

  • Implement compliance and security policies

    • Define and enforce policies for code and infrastructure

    • Monitor and audit compliance

• Module: Implement an Instrumentation Strategy (5–10%)

  • Monitor and report on system health

    • Configure monitoring tools and dashboards

    • Set up alerts and notifications

  • Develop a telemetry strategy

    • Collect and analyze telemetry data

    • Use telemetry to drive improvements

• Module: Design, implement, and manage hybrid networking (10–15%)

  • Design and implement Azure ExpressRoute

    • Configure ExpressRoute and ExpressRoute Direct

    • Configure ExpressRoute gateways and routing

  • Design and implement site-to-site VPN connections

    • Configure VPN gateways, connections, and IPsec/IKE policies

    • Configure VPN Gateway high availability

• Module: Design and implement core networking infrastructure (20–25%)

  • Design and implement private IP addressing and subnets

    • Plan IP addressing for VNets and subnets

    • Configure subnet delegation and service endpoints

  • Design and implement name resolution

    • Configure private DNS zones and DNS resolution

    • Integrate with on-premises DNS

  • Design and implement cross-VNet connectivity

    • Configure VNet peering and routing

    • Configure global VNet peering

• Module: Design and implement routing (25–30%)

  • Design and implement Azure routing

    • Configure user-defined routes (UDRs)

    • Configure BGP and route filtering

  • Design and implement routing using Azure Virtual WAN

    • Configure Virtual WAN hubs, routing policies, and connectivity

    • Implement routing in hub-and-spoke and mesh topologies

• Module: Design and implement Azure secure network perimeter (20–25%)

  • Design and implement perimeter security strategies

    • Configure Azure Firewall, WAF, and Azure DDoS Protection

    • Configure network security groups (NSGs) and application security groups (ASGs)

  • Design and implement network security monitoring

    • Configure diagnostic logging and NSG flow logs

    • Monitor traffic using Azure Monitor and Network Watcher

• Module: Design and implement network security (10–15%)

  • Design and implement Azure Bastion

    • Configure Bastion access

    • Secure and manage Bastion deployments

  • Secure network traffic

    • Implement private endpoints

    • Configure service endpoints and Azure Private Link