Jaipur · Plan your skills for 2027

Course & Career Roadmaps 2027

Compare practical skill paths for courses offered on Clever Ape Academy. Each roadmap moves from foundations to portfolio work and interview preparation, so you can choose what to learn next.

90 course roadmaps

Important: These are suggested 2027 learning plans, not fixed-duration batch schedules, an official syllabus, certification promises or guaranteed job outcomes. Confirm the current course curriculum with the teaching team.
Web Development

.NET Full Stack Roadmap 2027

Follow these six learning milestones for .NET Full Stack:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to .NET Full Stack.

View course details
Analytics & BI

Advanced Excel Roadmap 2027

Follow these six learning milestones for Advanced Excel:

  1. Spreadsheet literacy, data types and business questions
  2. Data cleaning, SQL queries and exploratory analysis
  3. Dashboards, KPIs, charts and stakeholder storytelling
  4. Build a dashboard with reproducible sample data
  5. Validate metrics and document assumptions
  6. Present a portfolio case study and practice analyst interviews

Portfolio milestone: A clean dataset, KPI dashboard and insight report. Adapt it specifically to Advanced Excel.

View course details
Java Engineering

Advanced Java Roadmap 2027

Follow these six learning milestones for Advanced Java:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Advanced Java.

View course details
Marketing & Growth

AI Digital Marketing Roadmap 2027

Follow these six learning milestones for AI Digital Marketing:

  1. Audience research, positioning and business goals
  2. Channel foundations, messaging and campaign planning
  3. Platform setup, tracking and ethical experimentation
  4. Create a documented cross-channel campaign
  5. Measure KPIs, improve creatives and present a case study
  6. Portfolio, campaign audit and interview presentation

Portfolio milestone: A sample campaign brief, channel assets and performance dashboard. Adapt it specifically to AI Digital Marketing.

View course details
Data Science & AI

AI Tools Roadmap 2027

Follow these six learning milestones for AI Tools:

  1. Python, mathematics and responsible data use
  2. NumPy, Pandas, data preparation and evaluation
  3. Models, prompts or workflows relevant to the subject
  4. Build a reproducible project with a documented dataset
  5. Test limitations, privacy, bias and real-world reliability
  6. Publish notebooks, explanations and interview-ready demos

Portfolio milestone: An evaluated model or AI-powered app with a reproducible demo. Adapt it specifically to AI Tools.

View course details
Mobile Development

Android Development Roadmap 2027

Follow these six learning milestones for Android Development:

  1. Programming fundamentals and mobile UX
  2. Native or cross-platform SDK foundations
  3. Navigation, state, APIs and local data handling
  4. Build a complete small mobile application
  5. Test on devices, optimize and prepare release builds
  6. Publish a demo, code notes and interview walkthrough

Portfolio milestone: A working mobile app with offline and API features. Adapt it specifically to Android Development.

View course details
Web Development

Angular Roadmap 2027

Follow these six learning milestones for Angular:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Angular.

View course details
Software Testing

Api Testing Roadmap 2027

Follow these six learning milestones for Api Testing:

  1. Software lifecycle, requirements and test design
  2. Manual scenarios, bug reports and risk-based testing
  3. API or UI automation with repeatable fixtures
  4. Build a test suite for a sample application
  5. Add CI, accessibility and regression checks
  6. Publish test reports and practice QA interviews

Portfolio milestone: An automated regression suite with issue reports. Adapt it specifically to Api Testing.

View course details
Data Science & AI

Artificial Intelligence Roadmap 2027

Follow these six learning milestones for Artificial Intelligence:

  1. Python, mathematics and responsible data use
  2. NumPy, Pandas, data preparation and evaluation
  3. Models, prompts or workflows relevant to the subject
  4. Build a reproducible project with a documented dataset
  5. Test limitations, privacy, bias and real-world reliability
  6. Publish notebooks, explanations and interview-ready demos

Portfolio milestone: An evaluated model or AI-powered app with a reproducible demo. Adapt it specifically to Artificial Intelligence.

View course details
Software Testing

Automation Testing Roadmap 2027

Follow these six learning milestones for Automation Testing:

  1. Software lifecycle, requirements and test design
  2. Manual scenarios, bug reports and risk-based testing
  3. API or UI automation with repeatable fixtures
  4. Build a test suite for a sample application
  5. Add CI, accessibility and regression checks
  6. Publish test reports and practice QA interviews

Portfolio milestone: An automated regression suite with issue reports. Adapt it specifically to Automation Testing.

View course details
Cloud & DevOps

Aws Roadmap 2027

Follow these six learning milestones for Aws:

  1. Operating systems, networking and command line
  2. Git, cloud fundamentals and environment setup
  3. Infrastructure, containers, automation and CI/CD
  4. Deploy an isolated practice application
  5. Monitoring, security, rollback and cost awareness
  6. Document diagrams, logs and a deployment portfolio

Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Aws.

View course details
Cloud & DevOps

Azure Roadmap 2027

Follow these six learning milestones for Azure:

  1. Operating systems, networking and command line
  2. Git, cloud fundamentals and environment setup
  3. Infrastructure, containers, automation and CI/CD
  4. Deploy an isolated practice application
  5. Monitoring, security, rollback and cost awareness
  6. Document diagrams, logs and a deployment portfolio

Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Azure.

View course details
Java Engineering

Big Data Java Roadmap 2027

Follow these six learning milestones for Big Data Java:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Big Data Java.

View course details
Analytics & BI

Business Analytics Roadmap 2027

Follow these six learning milestones for Business Analytics:

  1. Spreadsheet literacy, data types and business questions
  2. Data cleaning, SQL queries and exploratory analysis
  3. Dashboards, KPIs, charts and stakeholder storytelling
  4. Build a dashboard with reproducible sample data
  5. Validate metrics and document assumptions
  6. Present a portfolio case study and practice analyst interviews

Portfolio milestone: A clean dataset, KPI dashboard and insight report. Adapt it specifically to Business Analytics.

View course details
Programming Foundations

C Programming Roadmap 2027

Follow these six learning milestones for C Programming:

  1. Setup, variables, expressions and problem solving
  2. Control flow, functions and data structures
  3. Debugging, version control and reusable code
  4. Build a small command-line or utility project
  5. Write tests and explain trade-offs
  6. Practice coding challenges and review your project

Portfolio milestone: A documented, tested programming utility. Adapt it specifically to C Programming.

View course details
Programming Foundations

C Sharp Roadmap 2027

Follow these six learning milestones for C Sharp:

  1. Setup, variables, expressions and problem solving
  2. Control flow, functions and data structures
  3. Debugging, version control and reusable code
  4. Build a small command-line or utility project
  5. Write tests and explain trade-offs
  6. Practice coding challenges and review your project

Portfolio milestone: A documented, tested programming utility. Adapt it specifically to C Sharp.

View course details
Networking

Ccna Roadmap 2027

Follow these six learning milestones for Ccna:

  1. OSI/TCP-IP, IP addressing and subnetting
  2. Switching, routing and network fundamentals
  3. Troubleshooting and lab simulations
  4. Build a documented multi-subnet practice topology
  5. Test connectivity, security and recovery
  6. Prepare configuration notes and technical interview labs

Portfolio milestone: A simulated network topology with troubleshooting evidence. Adapt it specifically to Ccna.

View course details
Networking

Ccnp Roadmap 2027

Follow these six learning milestones for Ccnp:

  1. OSI/TCP-IP, IP addressing and subnetting
  2. Switching, routing and network fundamentals
  3. Troubleshooting and lab simulations
  4. Build a documented multi-subnet practice topology
  5. Test connectivity, security and recovery
  6. Prepare configuration notes and technical interview labs

Portfolio milestone: A simulated network topology with troubleshooting evidence. Adapt it specifically to Ccnp.

View course details
Cybersecurity

Ceh Roadmap 2027

Follow these six learning milestones for Ceh:

  1. Networks, Linux, systems and legal boundaries
  2. Security concepts, identity and common risks
  3. Authorized lab tooling and defensive monitoring
  4. Perform an ethical assessment in an owned lab
  5. Write mitigation notes and retest evidence
  6. Create a security report and practice scenario interviews

Portfolio milestone: An authorized lab audit with findings and remediation. Adapt it specifically to Ceh.

View course details
Cloud & DevOps

Cloud Computing Roadmap 2027

Follow these six learning milestones for Cloud Computing:

  1. Operating systems, networking and command line
  2. Git, cloud fundamentals and environment setup
  3. Infrastructure, containers, automation and CI/CD
  4. Deploy an isolated practice application
  5. Monitoring, security, rollback and cost awareness
  6. Document diagrams, logs and a deployment portfolio

Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Cloud Computing.

View course details
Marketing & Growth

Content Marketing Roadmap 2027

Follow these six learning milestones for Content Marketing:

  1. Audience research, positioning and business goals
  2. Channel foundations, messaging and campaign planning
  3. Platform setup, tracking and ethical experimentation
  4. Create a documented cross-channel campaign
  5. Measure KPIs, improve creatives and present a case study
  6. Portfolio, campaign audit and interview presentation

Portfolio milestone: A sample campaign brief, channel assets and performance dashboard. Adapt it specifically to Content Marketing.

View course details
Java Engineering

Core Java Roadmap 2027

Follow these six learning milestones for Core Java:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Core Java.

View course details
Programming Foundations

Cpp Programming Roadmap 2027

Follow these six learning milestones for Cpp Programming:

  1. Setup, variables, expressions and problem solving
  2. Control flow, functions and data structures
  3. Debugging, version control and reusable code
  4. Build a small command-line or utility project
  5. Write tests and explain trade-offs
  6. Practice coding challenges and review your project

Portfolio milestone: A documented, tested programming utility. Adapt it specifically to Cpp Programming.

View course details
Cybersecurity

Cyber Security Roadmap 2027

Follow these six learning milestones for Cyber Security:

  1. Networks, Linux, systems and legal boundaries
  2. Security concepts, identity and common risks
  3. Authorized lab tooling and defensive monitoring
  4. Perform an ethical assessment in an owned lab
  5. Write mitigation notes and retest evidence
  6. Create a security report and practice scenario interviews

Portfolio milestone: An authorized lab audit with findings and remediation. Adapt it specifically to Cyber Security.

View course details
Analytics & BI

Data Analytics Roadmap 2027

Follow these six learning milestones for Data Analytics:

  1. Spreadsheet literacy, data types and business questions
  2. Data cleaning, SQL queries and exploratory analysis
  3. Dashboards, KPIs, charts and stakeholder storytelling
  4. Build a dashboard with reproducible sample data
  5. Validate metrics and document assumptions
  6. Present a portfolio case study and practice analyst interviews

Portfolio milestone: A clean dataset, KPI dashboard and insight report. Adapt it specifically to Data Analytics.

View course details
Data Science & AI

Data Science Roadmap 2027

Follow these six learning milestones for Data Science:

  1. Python, mathematics and responsible data use
  2. NumPy, Pandas, data preparation and evaluation
  3. Models, prompts or workflows relevant to the subject
  4. Build a reproducible project with a documented dataset
  5. Test limitations, privacy, bias and real-world reliability
  6. Publish notebooks, explanations and interview-ready demos

Portfolio milestone: An evaluated model or AI-powered app with a reproducible demo. Adapt it specifically to Data Science.

View course details
Cloud & DevOps

DevOps Roadmap 2027

Follow these six learning milestones for DevOps:

  1. Operating systems, networking and command line
  2. Git, cloud fundamentals and environment setup
  3. Infrastructure, containers, automation and CI/CD
  4. Deploy an isolated practice application
  5. Monitoring, security, rollback and cost awareness
  6. Document diagrams, logs and a deployment portfolio

Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to DevOps.

View course details
Marketing & Growth

Digital Marketing Roadmap 2027

Follow these six learning milestones for Digital Marketing:

  1. Audience research, positioning and business goals
  2. Channel foundations, messaging and campaign planning
  3. Platform setup, tracking and ethical experimentation
  4. Create a documented cross-channel campaign
  5. Measure KPIs, improve creatives and present a case study
  6. Portfolio, campaign audit and interview presentation

Portfolio milestone: A sample campaign brief, channel assets and performance dashboard. Adapt it specifically to Digital Marketing.

View course details
Cloud & DevOps

Docker Roadmap 2027

Follow these six learning milestones for Docker:

  1. Operating systems, networking and command line
  2. Git, cloud fundamentals and environment setup
  3. Infrastructure, containers, automation and CI/CD
  4. Deploy an isolated practice application
  5. Monitoring, security, rollback and cost awareness
  6. Document diagrams, logs and a deployment portfolio

Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Docker.

View course details
Marketing & Growth

Email Marketing Roadmap 2027

Follow these six learning milestones for Email Marketing:

  1. Audience research, positioning and business goals
  2. Channel foundations, messaging and campaign planning
  3. Platform setup, tracking and ethical experimentation
  4. Create a documented cross-channel campaign
  5. Measure KPIs, improve creatives and present a case study
  6. Portfolio, campaign audit and interview presentation

Portfolio milestone: A sample campaign brief, channel assets and performance dashboard. Adapt it specifically to Email Marketing.

View course details
Cybersecurity

Ethical Hacking Roadmap 2027

Follow these six learning milestones for Ethical Hacking:

  1. Networks, Linux, systems and legal boundaries
  2. Security concepts, identity and common risks
  3. Authorized lab tooling and defensive monitoring
  4. Perform an ethical assessment in an owned lab
  5. Write mitigation notes and retest evidence
  6. Create a security report and practice scenario interviews

Portfolio milestone: An authorized lab audit with findings and remediation. Adapt it specifically to Ethical Hacking.

View course details
UI/UX & Design

Figma Roadmap 2027

Follow these six learning milestones for Figma:

  1. Design principles and user research
  2. User flows, hierarchy and accessibility foundations
  3. Wireframes, components and prototypes
  4. Design a responsive product journey
  5. Conduct usability feedback and iterate
  6. Create a documented portfolio case study

Portfolio milestone: A high-fidelity prototype and usability case study. Adapt it specifically to Figma.

View course details
Mobile Development

Flutter Development Roadmap 2027

Follow these six learning milestones for Flutter Development:

  1. Programming fundamentals and mobile UX
  2. Native or cross-platform SDK foundations
  3. Navigation, state, APIs and local data handling
  4. Build a complete small mobile application
  5. Test on devices, optimize and prepare release builds
  6. Publish a demo, code notes and interview walkthrough

Portfolio milestone: A working mobile app with offline and API features. Adapt it specifically to Flutter Development.

View course details
Web Development

Full Stack Development Roadmap 2027

Follow these six learning milestones for Full Stack Development:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Full Stack Development.

View course details
Data Science & AI

Generative Ai Roadmap 2027

Follow these six learning milestones for Generative Ai:

  1. Python, mathematics and responsible data use
  2. NumPy, Pandas, data preparation and evaluation
  3. Models, prompts or workflows relevant to the subject
  4. Build a reproducible project with a documented dataset
  5. Test limitations, privacy, bias and real-world reliability
  6. Publish notebooks, explanations and interview-ready demos

Portfolio milestone: An evaluated model or AI-powered app with a reproducible demo. Adapt it specifically to Generative Ai.

View course details
Marketing & Growth

Google Ads Roadmap 2027

Follow these six learning milestones for Google Ads:

  1. Audience research, positioning and business goals
  2. Channel foundations, messaging and campaign planning
  3. Platform setup, tracking and ethical experimentation
  4. Create a documented cross-channel campaign
  5. Measure KPIs, improve creatives and present a case study
  6. Portfolio, campaign audit and interview presentation

Portfolio milestone: A sample campaign brief, channel assets and performance dashboard. Adapt it specifically to Google Ads.

View course details
Cloud & DevOps

Google Cloud Roadmap 2027

Follow these six learning milestones for Google Cloud:

  1. Operating systems, networking and command line
  2. Git, cloud fundamentals and environment setup
  3. Infrastructure, containers, automation and CI/CD
  4. Deploy an isolated practice application
  5. Monitoring, security, rollback and cost awareness
  6. Document diagrams, logs and a deployment portfolio

Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Google Cloud.

View course details
UI/UX & Design

Graphic Design Roadmap 2027

Follow these six learning milestones for Graphic Design:

  1. Design principles and user research
  2. User flows, hierarchy and accessibility foundations
  3. Wireframes, components and prototypes
  4. Design a responsive product journey
  5. Conduct usability feedback and iterate
  6. Create a documented portfolio case study

Portfolio milestone: A high-fidelity prototype and usability case study. Adapt it specifically to Graphic Design.

View course details
Technical Skills

Hadoop Roadmap 2027

Follow these six learning milestones for Hadoop:

  1. Learn terminology, tools and safety foundations
  2. Practice core concepts with short exercises
  3. Explore advanced features and integration
  4. Build a relevant practical mini-project
  5. Review quality, documentation and limitations
  6. Create a portfolio example and interview preparation

Portfolio milestone: A documented subject-specific practical project. Adapt it specifically to Hadoop.

View course details
Java Engineering

Helidon Roadmap 2027

Follow these six learning milestones for Helidon:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Helidon.

View course details
Java Engineering

Hibernate Roadmap 2027

Follow these six learning milestones for Hibernate:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Hibernate.

View course details
Mobile Development

Ios App Development Roadmap 2027

Follow these six learning milestones for Ios App Development:

  1. Programming fundamentals and mobile UX
  2. Native or cross-platform SDK foundations
  3. Navigation, state, APIs and local data handling
  4. Build a complete small mobile application
  5. Test on devices, optimize and prepare release builds
  6. Publish a demo, code notes and interview walkthrough

Portfolio milestone: A working mobile app with offline and API features. Adapt it specifically to Ios App Development.

View course details
Java Engineering

Java Courses Roadmap 2027

Follow these six learning milestones for Java Courses:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Java Courses.

View course details
Java Engineering

Java Design Patterns Roadmap 2027

Follow these six learning milestones for Java Design Patterns:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Java Design Patterns.

View course details
Java Engineering

Java Full Stack Roadmap 2027

Follow these six learning milestones for Java Full Stack:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Java Full Stack.

View course details
Java Engineering

Java Microservices Roadmap 2027

Follow these six learning milestones for Java Microservices:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Java Microservices.

View course details
Java Engineering

Java Multithreading Roadmap 2027

Follow these six learning milestones for Java Multithreading:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Java Multithreading.

View course details
Java Engineering

Java Programming Roadmap 2027

Follow these six learning milestones for Java Programming:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Java Programming.

View course details
Java Engineering

Java Rest Api Roadmap 2027

Follow these six learning milestones for Java Rest Api:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Java Rest Api.

View course details
Software Testing

Java Testing Roadmap 2027

Follow these six learning milestones for Java Testing:

  1. Software lifecycle, requirements and test design
  2. Manual scenarios, bug reports and risk-based testing
  3. API or UI automation with repeatable fixtures
  4. Build a test suite for a sample application
  5. Add CI, accessibility and regression checks
  6. Publish test reports and practice QA interviews

Portfolio milestone: An automated regression suite with issue reports. Adapt it specifically to Java Testing.

View course details
Java Engineering

Javascript Roadmap 2027

Follow these six learning milestones for Javascript:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Javascript.

View course details
Java Engineering

Jdbc Roadmap 2027

Follow these six learning milestones for Jdbc:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Jdbc.

View course details
Java Engineering

Jpa Roadmap 2027

Follow these six learning milestones for Jpa:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Jpa.

View course details
Java Engineering

Kafka Java Roadmap 2027

Follow these six learning milestones for Kafka Java:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Kafka Java.

View course details
Mobile Development

Kotlin Roadmap 2027

Follow these six learning milestones for Kotlin:

  1. Programming fundamentals and mobile UX
  2. Native or cross-platform SDK foundations
  3. Navigation, state, APIs and local data handling
  4. Build a complete small mobile application
  5. Test on devices, optimize and prepare release builds
  6. Publish a demo, code notes and interview walkthrough

Portfolio milestone: A working mobile app with offline and API features. Adapt it specifically to Kotlin.

View course details
Cloud & DevOps

Kubernetes Roadmap 2027

Follow these six learning milestones for Kubernetes:

  1. Operating systems, networking and command line
  2. Git, cloud fundamentals and environment setup
  3. Infrastructure, containers, automation and CI/CD
  4. Deploy an isolated practice application
  5. Monitoring, security, rollback and cost awareness
  6. Document diagrams, logs and a deployment portfolio

Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Kubernetes.

View course details
Cloud & DevOps

Linux Roadmap 2027

Follow these six learning milestones for Linux:

  1. Operating systems, networking and command line
  2. Git, cloud fundamentals and environment setup
  3. Infrastructure, containers, automation and CI/CD
  4. Deploy an isolated practice application
  5. Monitoring, security, rollback and cost awareness
  6. Document diagrams, logs and a deployment portfolio

Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Linux.

View course details
Data Science & AI

Machine Learning Roadmap 2027

Follow these six learning milestones for Machine Learning:

  1. Python, mathematics and responsible data use
  2. NumPy, Pandas, data preparation and evaluation
  3. Models, prompts or workflows relevant to the subject
  4. Build a reproducible project with a documented dataset
  5. Test limitations, privacy, bias and real-world reliability
  6. Publish notebooks, explanations and interview-ready demos

Portfolio milestone: An evaluated model or AI-powered app with a reproducible demo. Adapt it specifically to Machine Learning.

View course details
Software Testing

Manual Testing Roadmap 2027

Follow these six learning milestones for Manual Testing:

  1. Software lifecycle, requirements and test design
  2. Manual scenarios, bug reports and risk-based testing
  3. API or UI automation with repeatable fixtures
  4. Build a test suite for a sample application
  5. Add CI, accessibility and regression checks
  6. Publish test reports and practice QA interviews

Portfolio milestone: An automated regression suite with issue reports. Adapt it specifically to Manual Testing.

View course details
Web Development

MEAN Stack Roadmap 2027

Follow these six learning milestones for MEAN Stack:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to MEAN Stack.

View course details
Web Development

MERN Stack Roadmap 2027

Follow these six learning milestones for MERN Stack:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to MERN Stack.

View course details
Mobile Development

Mobile App Development Roadmap 2027

Follow these six learning milestones for Mobile App Development:

  1. Programming fundamentals and mobile UX
  2. Native or cross-platform SDK foundations
  3. Navigation, state, APIs and local data handling
  4. Build a complete small mobile application
  5. Test on devices, optimize and prepare release builds
  6. Publish a demo, code notes and interview walkthrough

Portfolio milestone: A working mobile app with offline and API features. Adapt it specifically to Mobile App Development.

View course details
Cybersecurity

Network Security Roadmap 2027

Follow these six learning milestones for Network Security:

  1. Networks, Linux, systems and legal boundaries
  2. Security concepts, identity and common risks
  3. Authorized lab tooling and defensive monitoring
  4. Perform an ethical assessment in an owned lab
  5. Write mitigation notes and retest evidence
  6. Create a security report and practice scenario interviews

Portfolio milestone: An authorized lab audit with findings and remediation. Adapt it specifically to Network Security.

View course details
Networking

Networking Roadmap 2027

Follow these six learning milestones for Networking:

  1. OSI/TCP-IP, IP addressing and subnetting
  2. Switching, routing and network fundamentals
  3. Troubleshooting and lab simulations
  4. Build a documented multi-subnet practice topology
  5. Test connectivity, security and recovery
  6. Prepare configuration notes and technical interview labs

Portfolio milestone: A simulated network topology with troubleshooting evidence. Adapt it specifically to Networking.

View course details
Web Development

Next Js Roadmap 2027

Follow these six learning milestones for Next Js:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Next Js.

View course details
Web Development

Node Js Roadmap 2027

Follow these six learning milestones for Node Js:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Node Js.

View course details
Technical Skills

Other It Courses Roadmap 2027

Follow these six learning milestones for Other It Courses:

  1. Learn terminology, tools and safety foundations
  2. Practice core concepts with short exercises
  3. Explore advanced features and integration
  4. Build a relevant practical mini-project
  5. Review quality, documentation and limitations
  6. Create a portfolio example and interview preparation

Portfolio milestone: A documented subject-specific practical project. Adapt it specifically to Other It Courses.

View course details
Cybersecurity

Penetration Testing Roadmap 2027

Follow these six learning milestones for Penetration Testing:

  1. Networks, Linux, systems and legal boundaries
  2. Security concepts, identity and common risks
  3. Authorized lab tooling and defensive monitoring
  4. Perform an ethical assessment in an owned lab
  5. Write mitigation notes and retest evidence
  6. Create a security report and practice scenario interviews

Portfolio milestone: An authorized lab audit with findings and remediation. Adapt it specifically to Penetration Testing.

View course details
Marketing & Growth

Performance Marketing Roadmap 2027

Follow these six learning milestones for Performance Marketing:

  1. Audience research, positioning and business goals
  2. Channel foundations, messaging and campaign planning
  3. Platform setup, tracking and ethical experimentation
  4. Create a documented cross-channel campaign
  5. Measure KPIs, improve creatives and present a case study
  6. Portfolio, campaign audit and interview presentation

Portfolio milestone: A sample campaign brief, channel assets and performance dashboard. Adapt it specifically to Performance Marketing.

View course details
Communication

Personality Development Roadmap 2027

Follow these six learning milestones for Personality Development:

  1. Assess vocabulary, listening and confidence
  2. Build pronunciation and everyday speaking habits
  3. Practice workplace dialogue and presentations
  4. Record a short professional presentation
  5. Review feedback and improve fluency
  6. Practice interviews and create a communication portfolio

Portfolio milestone: A recorded presentation and role-play assessment. Adapt it specifically to Personality Development.

View course details
Web Development

Php Roadmap 2027

Follow these six learning milestones for Php:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Php.

View course details
Software Testing

Playwright Roadmap 2027

Follow these six learning milestones for Playwright:

  1. Software lifecycle, requirements and test design
  2. Manual scenarios, bug reports and risk-based testing
  3. API or UI automation with repeatable fixtures
  4. Build a test suite for a sample application
  5. Add CI, accessibility and regression checks
  6. Publish test reports and practice QA interviews

Portfolio milestone: An automated regression suite with issue reports. Adapt it specifically to Playwright.

View course details
Analytics & BI

Power BI Roadmap 2027

Follow these six learning milestones for Power BI:

  1. Spreadsheet literacy, data types and business questions
  2. Data cleaning, SQL queries and exploratory analysis
  3. Dashboards, KPIs, charts and stakeholder storytelling
  4. Build a dashboard with reproducible sample data
  5. Validate metrics and document assumptions
  6. Present a portfolio case study and practice analyst interviews

Portfolio milestone: A clean dataset, KPI dashboard and insight report. Adapt it specifically to Power BI.

View course details
Programming Foundations

Programming Language Courses Roadmap 2027

Follow these six learning milestones for Programming Language Courses:

  1. Setup, variables, expressions and problem solving
  2. Control flow, functions and data structures
  3. Debugging, version control and reusable code
  4. Build a small command-line or utility project
  5. Write tests and explain trade-offs
  6. Practice coding challenges and review your project

Portfolio milestone: A documented, tested programming utility. Adapt it specifically to Programming Language Courses.

View course details
Web Development

Python Full Stack Roadmap 2027

Follow these six learning milestones for Python Full Stack:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Python Full Stack.

View course details
Programming Foundations

Python Programming Roadmap 2027

Follow these six learning milestones for Python Programming:

  1. Setup, variables, expressions and problem solving
  2. Control flow, functions and data structures
  3. Debugging, version control and reusable code
  4. Build a small command-line or utility project
  5. Write tests and explain trade-offs
  6. Practice coding challenges and review your project

Portfolio milestone: A documented, tested programming utility. Adapt it specifically to Python Programming.

View course details
Web Development

React Js Roadmap 2027

Follow these six learning milestones for React Js:

  1. HTML, CSS, JavaScript and Git foundations
  2. Component architecture and application state
  3. APIs, databases, auth and framework fundamentals
  4. Create an end-to-end responsive web application
  5. Test security, accessibility and deploy a demo
  6. Document the repository and practice project interviews

Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to React Js.

View course details
Mobile Development

React Native Roadmap 2027

Follow these six learning milestones for React Native:

  1. Programming fundamentals and mobile UX
  2. Native or cross-platform SDK foundations
  3. Navigation, state, APIs and local data handling
  4. Build a complete small mobile application
  5. Test on devices, optimize and prepare release builds
  6. Publish a demo, code notes and interview walkthrough

Portfolio milestone: A working mobile app with offline and API features. Adapt it specifically to React Native.

View course details
Software Testing

Selenium Roadmap 2027

Follow these six learning milestones for Selenium:

  1. Software lifecycle, requirements and test design
  2. Manual scenarios, bug reports and risk-based testing
  3. API or UI automation with repeatable fixtures
  4. Build a test suite for a sample application
  5. Add CI, accessibility and regression checks
  6. Publish test reports and practice QA interviews

Portfolio milestone: An automated regression suite with issue reports. Adapt it specifically to Selenium.

View course details
Marketing & Growth

Seo Roadmap 2027

Follow these six learning milestones for Seo:

  1. Audience research, positioning and business goals
  2. Channel foundations, messaging and campaign planning
  3. Platform setup, tracking and ethical experimentation
  4. Create a documented cross-channel campaign
  5. Measure KPIs, improve creatives and present a case study
  6. Portfolio, campaign audit and interview presentation

Portfolio milestone: A sample campaign brief, channel assets and performance dashboard. Adapt it specifically to Seo.

View course details
Java Engineering

Servlets Jsp Roadmap 2027

Follow these six learning milestones for Servlets Jsp:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Servlets Jsp.

View course details
Cybersecurity

Soc Analyst Roadmap 2027

Follow these six learning milestones for Soc Analyst:

  1. Networks, Linux, systems and legal boundaries
  2. Security concepts, identity and common risks
  3. Authorized lab tooling and defensive monitoring
  4. Perform an ethical assessment in an owned lab
  5. Write mitigation notes and retest evidence
  6. Create a security report and practice scenario interviews

Portfolio milestone: An authorized lab audit with findings and remediation. Adapt it specifically to Soc Analyst.

View course details
Marketing & Growth

Social Media Marketing Roadmap 2027

Follow these six learning milestones for Social Media Marketing:

  1. Audience research, positioning and business goals
  2. Channel foundations, messaging and campaign planning
  3. Platform setup, tracking and ethical experimentation
  4. Create a documented cross-channel campaign
  5. Measure KPIs, improve creatives and present a case study
  6. Portfolio, campaign audit and interview presentation

Portfolio milestone: A sample campaign brief, channel assets and performance dashboard. Adapt it specifically to Social Media Marketing.

View course details
Software Testing

Software Testing Roadmap 2027

Follow these six learning milestones for Software Testing:

  1. Software lifecycle, requirements and test design
  2. Manual scenarios, bug reports and risk-based testing
  3. API or UI automation with repeatable fixtures
  4. Build a test suite for a sample application
  5. Add CI, accessibility and regression checks
  6. Publish test reports and practice QA interviews

Portfolio milestone: An automated regression suite with issue reports. Adapt it specifically to Software Testing.

View course details
Java Engineering

Spring Boot Roadmap 2027

Follow these six learning milestones for Spring Boot:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Spring Boot.

View course details
Java Engineering

Spring Framework Roadmap 2027

Follow these six learning milestones for Spring Framework:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Spring Framework.

View course details
Java Engineering

Spring Mvc Roadmap 2027

Follow these six learning milestones for Spring Mvc:

  1. Core Java syntax, OOP and clean code
  2. Collections, exceptions, testing and Git
  3. Databases, REST APIs and relevant Java frameworks
  4. Build a layered backend application
  5. Secure, test, document and deploy the service
  6. Practice DSA, code review and backend interviews

Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Spring Mvc.

View course details
Analytics & BI

Sql Roadmap 2027

Follow these six learning milestones for Sql:

  1. Spreadsheet literacy, data types and business questions
  2. Data cleaning, SQL queries and exploratory analysis
  3. Dashboards, KPIs, charts and stakeholder storytelling
  4. Build a dashboard with reproducible sample data
  5. Validate metrics and document assumptions
  6. Present a portfolio case study and practice analyst interviews

Portfolio milestone: A clean dataset, KPI dashboard and insight report. Adapt it specifically to Sql.

View course details
UI/UX & Design

UI UX Design Roadmap 2027

Follow these six learning milestones for UI UX Design:

  1. Design principles and user research
  2. User flows, hierarchy and accessibility foundations
  3. Wireframes, components and prototypes
  4. Design a responsive product journey
  5. Conduct usability feedback and iterate
  6. Create a documented portfolio case study

Portfolio milestone: A high-fidelity prototype and usability case study. Adapt it specifically to UI UX Design.

View course details
Cloud & DevOps

Windows Server Roadmap 2027

Follow these six learning milestones for Windows Server:

  1. Operating systems, networking and command line
  2. Git, cloud fundamentals and environment setup
  3. Infrastructure, containers, automation and CI/CD
  4. Deploy an isolated practice application
  5. Monitoring, security, rollback and cost awareness
  6. Document diagrams, logs and a deployment portfolio

Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Windows Server.

View course details