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LEARNING ROADMAPS

A direction for your ambition.

Pick a path. Learn one thing. Keep going.

Study space
16 paths to exploreAt your own pace
Some foundations needed

Data Engineering

Build reliable data pipelines with SQL, validation and repeatable imports. Deliver a tested event-data pipeline and an operational runbook.

6 steps4-6 months est.
Explore path
Some foundations needed

Applied Machine Learning

Move from a clear prediction problem to an evaluated model. Practice baselines, leakage-safe pipelines and responsible error analysis.

6 steps4-6 months est.
Explore path
Start from the basics

QA & Test Automation

Learn risk-based testing, clear bug reporting and reliable Playwright automation. Build a portfolio test suite with CI and diagnostic evidence.

6 steps3-4 months est.
Explore path
Start from the basics

Business Intelligence

Turn business questions into trustworthy metrics and accessible Power BI dashboards. Build a reporting model, validate totals and document a handover.

6 steps3-4 months est.
Explore path
Start from the basics

Web Development

Learn HTML, CSS, JavaScript and full-stack development through a step-by-step path with code examples and source links.

19 steps6-12 months est.
Explore path
Start from the basics

UI/UX Design

Explore user research, interface design and prototyping with a structured learning path for aspiring product designers.

15 steps6-12 months est.
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Advanced path

Medical Student

Organize your medical studies with foundational topics and further reading. Verify professional requirements with your institution.

10 steps8-12 years est.
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Some foundations needed

Robotics & Embedded Systems

Build foundations in electronics, programming and robotics with practical learning steps and further study resources.

20 steps8-15 months est.
Explore path
Some foundations needed

Cybersecurity

Explore security fundamentals, defensive tools and ethical practice through a structured cybersecurity learning path.

20 steps8-15 months est.
Explore path
Some foundations needed

Blockchain & Web3

Study blockchain concepts, smart contracts and decentralized application development with a guided technical learning path.

20 steps8-15 months est.
Explore path
Start from the basics

Digital Marketing & SEO

Develop foundations in content, search optimization and measurement through a practical digital marketing learning path.

20 steps6-12 months est.
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Some foundations needed

Game Development & AR/VR

Explore game programming, interaction design and publishing through a structured path with learning resources and examples.

20 steps8-18 months est.
Explore path
Start from the basics

Python & Data Analysis

Turn a small dataset into a reproducible report. Learn Python, clean data with pandas and explain your findings with clear charts.

5 steps3-5 months est.
Explore path
Start from the basics

Android Development

Build an offline study planner with Kotlin and Jetpack Compose. Practice app state, storage, accessibility and testing.

5 steps4-6 months est.
Explore path
Some foundations needed

Cloud & DevOps

Take a small application from your laptop to a repeatable deployment. Practice Git, containers, CI, monitoring and safe rollbacks.

5 steps3-5 months est.
Explore path
Start from the basics

Web Accessibility

Make a student resource page usable with a keyboard and assistive technology. Learn semantic HTML, forms and accessible testing.

5 steps6-10 weeks est.
Explore path

Use these paths as a guide, not a deadline. Timelines are estimates; follow source links for current requirements.

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