Mobile Development
Android App Development Roadmap 2027
Follow these six learning milestones for Android App Development:
- Programming fundamentals and mobile UX
- Native or cross-platform SDK foundations
- Navigation, state, APIs and local data handling
- Build a complete small mobile application
- Test on devices, optimize and prepare release builds
- Publish a demo, code notes and interview walkthrough
Portfolio milestone: A working mobile app with offline and API features. Adapt it specifically to Android App Development.
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Web Development
Angular Roadmap 2027
Follow these six learning milestones for Angular:
- HTML, CSS, JavaScript and Git foundations
- Component architecture and application state
- APIs, databases, auth and framework fundamentals
- Create an end-to-end responsive web application
- Test security, accessibility and deploy a demo
- Document the repository and practice project interviews
Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Angular.
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Data Science & AI
Artificial Intelligence Roadmap 2027
Follow these six learning milestones for Artificial Intelligence:
- Python, mathematics and responsible data use
- NumPy, Pandas, data preparation and evaluation
- Models, prompts or workflows relevant to the subject
- Build a reproducible project with a documented dataset
- Test limitations, privacy, bias and real-world reliability
- 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.
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Cloud & DevOps
Aws Roadmap 2027
Follow these six learning milestones for Aws:
- Operating systems, networking and command line
- Git, cloud fundamentals and environment setup
- Infrastructure, containers, automation and CI/CD
- Deploy an isolated practice application
- Monitoring, security, rollback and cost awareness
- Document diagrams, logs and a deployment portfolio
Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Aws.
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Programming Foundations
C Cpp Programming Roadmap 2027
Follow these six learning milestones for C Cpp Programming:
- Setup, variables, expressions and problem solving
- Control flow, functions and data structures
- Debugging, version control and reusable code
- Build a small command-line or utility project
- Write tests and explain trade-offs
- Practice coding challenges and review your project
Portfolio milestone: A documented, tested programming utility. Adapt it specifically to C Cpp Programming.
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Analytics & BI
Data Analytics Roadmap 2027
Follow these six learning milestones for Data Analytics:
- Spreadsheet literacy, data types and business questions
- Data cleaning, SQL queries and exploratory analysis
- Dashboards, KPIs, charts and stakeholder storytelling
- Build a dashboard with reproducible sample data
- Validate metrics and document assumptions
- 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.
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Data Science & AI
Data Science Roadmap 2027
Follow these six learning milestones for Data Science:
- Python, mathematics and responsible data use
- NumPy, Pandas, data preparation and evaluation
- Models, prompts or workflows relevant to the subject
- Build a reproducible project with a documented dataset
- Test limitations, privacy, bias and real-world reliability
- 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.
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Cloud & DevOps
DevOps Roadmap 2027
Follow these six learning milestones for DevOps:
- Operating systems, networking and command line
- Git, cloud fundamentals and environment setup
- Infrastructure, containers, automation and CI/CD
- Deploy an isolated practice application
- Monitoring, security, rollback and cost awareness
- Document diagrams, logs and a deployment portfolio
Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to DevOps.
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Marketing & Growth
Digital Marketing Roadmap 2027
Follow these six learning milestones for Digital Marketing:
- Audience research, positioning and business goals
- Channel foundations, messaging and campaign planning
- Platform setup, tracking and ethical experimentation
- Create a documented cross-channel campaign
- Measure KPIs, improve creatives and present a case study
- Portfolio, campaign audit and interview presentation
Portfolio milestone: A sample campaign brief, channel assets and performance dashboard. Adapt it specifically to Digital Marketing.
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Cloud & DevOps
Docker Roadmap 2027
Follow these six learning milestones for Docker:
- Operating systems, networking and command line
- Git, cloud fundamentals and environment setup
- Infrastructure, containers, automation and CI/CD
- Deploy an isolated practice application
- Monitoring, security, rollback and cost awareness
- Document diagrams, logs and a deployment portfolio
Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Docker.
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Cybersecurity
Ethical Hacking Roadmap 2027
Follow these six learning milestones for Ethical Hacking:
- Networks, Linux, systems and legal boundaries
- Security concepts, identity and common risks
- Authorized lab tooling and defensive monitoring
- Perform an ethical assessment in an owned lab
- Write mitigation notes and retest evidence
- Create a security report and practice scenario interviews
Portfolio milestone: An authorized lab audit with findings and remediation. Adapt it specifically to Ethical Hacking.
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Analytics & BI
Excel Advanced Excel Roadmap 2027
Follow these six learning milestones for Excel Advanced Excel:
- Spreadsheet literacy, data types and business questions
- Data cleaning, SQL queries and exploratory analysis
- Dashboards, KPIs, charts and stakeholder storytelling
- Build a dashboard with reproducible sample data
- Validate metrics and document assumptions
- Present a portfolio case study and practice analyst interviews
Portfolio milestone: A clean dataset, KPI dashboard and insight report. Adapt it specifically to Excel Advanced Excel.
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Mobile Development
Flutter Roadmap 2027
Follow these six learning milestones for Flutter:
- Programming fundamentals and mobile UX
- Native or cross-platform SDK foundations
- Navigation, state, APIs and local data handling
- Build a complete small mobile application
- Test on devices, optimize and prepare release builds
- Publish a demo, code notes and interview walkthrough
Portfolio milestone: A working mobile app with offline and API features. Adapt it specifically to Flutter.
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Web Development
Full Stack Development Roadmap 2027
Follow these six learning milestones for Full Stack Development:
- HTML, CSS, JavaScript and Git foundations
- Component architecture and application state
- APIs, databases, auth and framework fundamentals
- Create an end-to-end responsive web application
- Test security, accessibility and deploy a demo
- Document the repository and practice project interviews
Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Full Stack Development.
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Data Science & AI
Generative Ai Roadmap 2027
Follow these six learning milestones for Generative Ai:
- Python, mathematics and responsible data use
- NumPy, Pandas, data preparation and evaluation
- Models, prompts or workflows relevant to the subject
- Build a reproducible project with a documented dataset
- Test limitations, privacy, bias and real-world reliability
- 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.
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Java Engineering
Java Roadmap 2027
Follow these six learning milestones for Java:
- Core Java syntax, OOP and clean code
- Collections, exceptions, testing and Git
- Databases, REST APIs and relevant Java frameworks
- Build a layered backend application
- Secure, test, document and deploy the service
- Practice DSA, code review and backend interviews
Portfolio milestone: A tested Java REST service backed by a database. Adapt it specifically to Java.
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Java Engineering
Java Full Stack Roadmap 2027
Follow these six learning milestones for Java Full Stack:
- Core Java syntax, OOP and clean code
- Collections, exceptions, testing and Git
- Databases, REST APIs and relevant Java frameworks
- Build a layered backend application
- Secure, test, document and deploy the service
- 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.
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Cloud & DevOps
Kubernetes Roadmap 2027
Follow these six learning milestones for Kubernetes:
- Operating systems, networking and command line
- Git, cloud fundamentals and environment setup
- Infrastructure, containers, automation and CI/CD
- Deploy an isolated practice application
- Monitoring, security, rollback and cost awareness
- Document diagrams, logs and a deployment portfolio
Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Kubernetes.
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Cloud & DevOps
Linux Roadmap 2027
Follow these six learning milestones for Linux:
- Operating systems, networking and command line
- Git, cloud fundamentals and environment setup
- Infrastructure, containers, automation and CI/CD
- Deploy an isolated practice application
- Monitoring, security, rollback and cost awareness
- Document diagrams, logs and a deployment portfolio
Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Linux.
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Data Science & AI
Machine Learning Roadmap 2027
Follow these six learning milestones for Machine Learning:
- Python, mathematics and responsible data use
- NumPy, Pandas, data preparation and evaluation
- Models, prompts or workflows relevant to the subject
- Build a reproducible project with a documented dataset
- Test limitations, privacy, bias and real-world reliability
- 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.
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Cloud & DevOps
Microsoft Azure Roadmap 2027
Follow these six learning milestones for Microsoft Azure:
- Operating systems, networking and command line
- Git, cloud fundamentals and environment setup
- Infrastructure, containers, automation and CI/CD
- Deploy an isolated practice application
- Monitoring, security, rollback and cost awareness
- Document diagrams, logs and a deployment portfolio
Portfolio milestone: A version-controlled deployment pipeline with monitoring notes. Adapt it specifically to Microsoft Azure.
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Web Development
Next Js Roadmap 2027
Follow these six learning milestones for Next Js:
- HTML, CSS, JavaScript and Git foundations
- Component architecture and application state
- APIs, databases, auth and framework fundamentals
- Create an end-to-end responsive web application
- Test security, accessibility and deploy a demo
- Document the repository and practice project interviews
Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Next Js.
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Web Development
Node Js Roadmap 2027
Follow these six learning milestones for Node Js:
- HTML, CSS, JavaScript and Git foundations
- Component architecture and application state
- APIs, databases, auth and framework fundamentals
- Create an end-to-end responsive web application
- Test security, accessibility and deploy a demo
- Document the repository and practice project interviews
Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Node Js.
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Web Development
Php Roadmap 2027
Follow these six learning milestones for Php:
- HTML, CSS, JavaScript and Git foundations
- Component architecture and application state
- APIs, databases, auth and framework fundamentals
- Create an end-to-end responsive web application
- Test security, accessibility and deploy a demo
- Document the repository and practice project interviews
Portfolio milestone: A responsive application with database and API integration. Adapt it specifically to Php.
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Analytics & BI
Power BI Roadmap 2027
Follow these six learning milestones for Power BI:
- Spreadsheet literacy, data types and business questions
- Data cleaning, SQL queries and exploratory analysis
- Dashboards, KPIs, charts and stakeholder storytelling
- Build a dashboard with reproducible sample data
- Validate metrics and document assumptions
- 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.
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Programming Foundations
Python Roadmap 2027
Follow these six learning milestones for Python:
- Setup, variables, expressions and problem solving
- Control flow, functions and data structures
- Debugging, version control and reusable code
- Build a small command-line or utility project
- Write tests and explain trade-offs
- Practice coding challenges and review your project
Portfolio milestone: A documented, tested programming utility. Adapt it specifically to Python.
View course details
Web Development
React Js Roadmap 2027
Follow these six learning milestones for React Js:
- HTML, CSS, JavaScript and Git foundations
- Component architecture and application state
- APIs, databases, auth and framework fundamentals
- Create an end-to-end responsive web application
- Test security, accessibility and deploy a demo
- 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
Analytics & BI
Sql Roadmap 2027
Follow these six learning milestones for Sql:
- Spreadsheet literacy, data types and business questions
- Data cleaning, SQL queries and exploratory analysis
- Dashboards, KPIs, charts and stakeholder storytelling
- Build a dashboard with reproducible sample data
- Validate metrics and document assumptions
- Present a portfolio case study and practice analyst interviews
Portfolio milestone: A clean dataset, KPI dashboard and insight report. Adapt it specifically to Sql.
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UI/UX & Design
UI UX Design Roadmap 2027
Follow these six learning milestones for UI UX Design:
- Design principles and user research
- User flows, hierarchy and accessibility foundations
- Wireframes, components and prototypes
- Design a responsive product journey
- Conduct usability feedback and iterate
- Create a documented portfolio case study
Portfolio milestone: A high-fidelity prototype and usability case study. Adapt it specifically to UI UX Design.
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