IT Career Roadmaps
Step-by-step learning paths from zero to job-ready — for every technology we teach at MindverseAI.
MERN Stack Developer
Full-stack web development with MongoDB, Express.js, React and Node.js
Web Fundamentals
HTML5, CSS3, Flexbox, Grid, responsive design basics
JavaScript Core
ES6+, DOM manipulation, async/await, Promises, Fetch API
React.js
Components, hooks, state management, React Router, Context API
Node.js
Runtime, modules, file system, events, streams, npm
Express.js
REST APIs, routing, middleware, error handling, MVC pattern
MongoDB
NoSQL concepts, CRUD, aggregation pipeline, Mongoose ODM
Authentication
JWT, bcrypt, session management, OAuth basics, role-based access
Deployment
Git, GitHub, Vercel/Netlify for frontend, Railway/Render for backend
Real-World Project
Build and deploy a full-stack e-commerce or task management app
Interview Preparation
Mock interviews, DSA for web, HR preparation, resume building
DevOps Engineer
CI/CD, Docker, Kubernetes, Jenkins, Terraform, AWS and cloud automation
Linux Fundamentals
Shell scripting, file system, process management, networking basics
Networking & Security
TCP/IP, DNS, HTTP/S, firewalls, SSH, SSL/TLS basics
Git & GitHub
Version control, branching strategies, pull requests, GitFlow
Docker
Containerisation, Dockerfile, Docker Compose, registries, networking
Jenkins / CI/CD
Pipelines, Jenkinsfile, automated builds, test integration, deployment gates
AWS Cloud
EC2, S3, VPC, IAM, RDS, ELB, Auto Scaling, CloudWatch
Terraform
Infrastructure as Code, providers, modules, state management, workspaces
Kubernetes
Pods, Deployments, Services, Ingress, ConfigMaps, Helm charts
Monitoring
Prometheus, Grafana, alerting, log management, SLO/SLA concepts
Production CI/CD Project
Build a complete GitHub → Jenkins → Docker → AWS → K8s pipeline
Interview Preparation
DevOps mock interviews, scenario questions, resume and LinkedIn coaching
Java Developer
Core Java, Spring Boot, Microservices, Hibernate and REST API development
Core Java
Syntax, OOP concepts, data types, control flow, exception handling
Data Structures
Arrays, LinkedLists, Stacks, Queues, Trees, HashMaps, Sorting algorithms
Advanced Java
Collections, generics, multithreading, JDBC, lambda expressions, Streams
Spring Framework
IoC, Dependency Injection, Spring MVC, Spring Data, Spring Security
Spring Boot
Auto-configuration, REST APIs, actuators, profiles, testing with JUnit
Hibernate / JPA
ORM mapping, relationships, HQL, caching, transactions, lazy loading
Microservices
Service decomposition, Feign, Eureka, API Gateway, circuit breakers
Database
MySQL, PostgreSQL, query optimisation, indexing, stored procedures
Banking / E-Commerce Project
Full REST API backend with Spring Boot, Hibernate, JWT authentication
Interview Preparation
Java mock interviews, coding challenges, system design basics, resume coaching
ELK Stack Engineer
Elasticsearch, Logstash, Kibana — log analysis, search and data visualisation
Linux & JSON
Command line, file handling, JSON format, REST API basics
Elasticsearch
Installation, indices, CRUD operations, mappings, analysers, Query DSL
Advanced Search
Full-text search, aggregations, geo queries, relevance tuning, scripting
Logstash
Input/filter/output pipeline, Grok patterns, data transformation, enrichment
Beats
Filebeat, Metricbeat, Packetbeat — lightweight data shippers configuration
Kibana
Discover, Visualise, Dashboards, Canvas, Machine Learning basics, Lens
Security & Observability
Elastic Security, SIEM, APM, distributed tracing, alert rules
Log Analysis Project
Real-time log pipeline from app → Logstash → Elasticsearch → Kibana dashboards
Interview Preparation
ELK scenario questions, architecture design, placement support
Azure DevOps Engineer
Microsoft Azure DevOps — Boards, Repos, Pipelines, Artifacts, Test Plans
Azure Fundamentals
Azure portal, resource groups, subscriptions, IAM, billing, regions
Azure Boards
Agile/Scrum/Kanban boards, work items, sprints, backlog management
Azure Repos
Git repositories, branching strategy, pull requests, code review policies
Azure Pipelines
YAML pipelines, build agents, triggers, environments, approval gates
Azure Artifacts
Package feeds, NuGet, npm, Maven, upstream sources, versioning
Azure Infrastructure
ARM templates, Bicep, Azure Container Instances, AKS, App Services
Monitoring & Security
Azure Monitor, Application Insights, Log Analytics, Key Vault, Defender
Azure Pipeline Project
End-to-end Azure DevOps pipeline from code commit to AKS deployment
Interview Preparation
Azure scenario-based questions, architecture design, certification guidance
AI / Machine Learning Engineer
Python, Scikit-learn, TensorFlow, Deep Learning, NLP and model deployment
Python for AI
Python fundamentals, NumPy, Pandas, Matplotlib, data manipulation
Statistics & Math
Probability, statistics, linear algebra, calculus for ML applications
Machine Learning
Supervised/unsupervised learning, regression, classification, clustering
Feature Engineering
Data cleaning, preprocessing, feature selection, cross-validation, pipelines
Deep Learning
Neural networks, CNNs, RNNs, LSTMs, transfer learning, TensorFlow/Keras
NLP
Text preprocessing, sentiment analysis, BERT, transformers, LLM basics
Computer Vision
Image processing, object detection, OpenCV, YOLO, image classification
Model Deployment
Flask/FastAPI APIs, Docker, model monitoring, MLflow, cloud deployment
AI Capstone Project
Build and deploy a real-world ML model (NLP or CV) with REST API
Interview Preparation
ML system design, algorithm questions, portfolio review, placement support
Docker & Containerisation
Docker images, containers, Compose, Swarm and container best practices
Containerisation Concepts
VMs vs containers, namespaces, cgroups, container lifecycle
Docker Engine
Install, Docker daemon, CLI commands, images vs containers, layers
Dockerfile
Base images, layers, COPY/ADD/RUN/CMD/ENTRYPOINT, multi-stage builds
Networking
Bridge, host, overlay networks, port mapping, DNS in containers
Volumes & Storage
Named volumes, bind mounts, tmpfs, data persistence patterns
Docker Compose
Multi-container apps, service dependencies, environment, health checks
Registry & Security
Docker Hub, private registries, image scanning, best practices, non-root
Microservices Project
Containerise and orchestrate a multi-service application with Compose
Kubernetes Container Orchestration
Pods, Deployments, Services, Ingress, Helm, scaling and production operations
K8s Architecture
Control plane, nodes, etcd, kube-apiserver, scheduler, kubelet
Pods & Workloads
Pods, ReplicaSets, Deployments, DaemonSets, StatefulSets, Jobs
Services & Networking
ClusterIP, NodePort, LoadBalancer, Ingress controllers, DNS, NetworkPolicy
Storage
PersistentVolumes, PVCs, StorageClasses, ConfigMaps, Secrets
Scaling & Availability
HPA, VPA, resource requests/limits, node affinity, taints/tolerations
Helm
Charts, values, templating, repositories, release management, upgrades
Security
RBAC, ServiceAccounts, Pod Security Standards, image policies, secrets management
Observability
Prometheus + Grafana on K8s, kubectl logs, events, metrics-server
Production K8s Project
Deploy a microservices app to K8s with Helm, RBAC, HPA and monitoring
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