RoadmapLive
Data Analyst Roadmap
Six phases from Excel and SQL to dashboards, projects and interviews, with weekly practice.
Data Analyst4-5 months
Study Material
Learn. Revise. Move faster.
Notes, cheat sheets, roadmaps and project ideas for every domain. New material is added every week.
RoadmapLive
Software Developer Roadmap
Five phases covering a language, DSA, tools, databases, frameworks and system design.
Software Development6-8 months
RoadmapLive
Cyber Security Roadmap
Five phases: networking, fundamentals, web security, tools and labs, then certification.
Cyber Security6-8 months
Cheat SheetLive
SQL Cheat Sheet
Quick syntax for basics, joins, aggregation, window functions and dates or text.
Data Analyst5 sections
Cheat SheetLive
Git Cheat Sheet
Setup, daily workflow, branching, undoing mistakes and remotes.
Software Development5 sections
NoteLive
Software Development Notes
OOP, data structures and databases in clear, interview-ready sections.
Software Development25 min read
NoteLive
Cyber Security Notes
Networking, web security and cryptography explained simply.
Cyber Security25 min read
Project IdeaLive
Data Analyst Projects
Basic, intermediate and advanced projects with tools and build steps.
Data Analyst6 projects
NoteLive
Data Analyst Notes
Complete notes: SQL, Excel, Python, Power BI and statistics, each with multiple pages and examples.
Data Analyst22 pages
Project IdeaLive
Software Developer Projects
Basic, intermediate and advanced projects for a developer portfolio.
Software Development3 projects
Project IdeaLive
Cyber Security Projects
Basic, intermediate and advanced lab projects with write-ups.
Cyber Security3 projects
RoadmapComing soon
Data Science Roadmap
Maths, Python, machine learning and deployment.
Data Science
RoadmapComing soon
Cloud Engineer Roadmap
AWS, Azure and GCP from fundamentals to certification.
Cloud
RoadmapComing soon
DevOps Roadmap
Linux, CI/CD, Docker, Kubernetes and Terraform.
DevOps
RoadmapComing soon
QA Engineer Roadmap
Manual testing, Selenium and API automation.
QA & Testing
RoadmapComing soon
Business Analyst Roadmap
Requirements, Agile, UML and stakeholder skills.
Business Analyst
Cheat SheetComing soon
Python and pandas Cheat Sheet
Most used pandas operations on one page.
Data Science
Cheat SheetComing soon
Docker and Kubernetes Cheat Sheet
Everyday commands and concepts.
DevOps
Cheat SheetComing soon
AWS Services Cheat Sheet
Core services explained in one line each.
Cloud
Cheat SheetComing soon
Linux and Nmap Cheat Sheet
Commands for security beginners.
Cyber Security
NoteComing soon
Machine Learning Notes
Algorithms and evaluation metrics simplified.
Data Science
NoteComing soon
Statistics for Analysts
Probability, hypothesis testing and A/B tests.
Data Analyst
NoteComing soon
Cloud Computing Notes
IaaS, PaaS, SaaS, networking and security.
Cloud
NoteComing soon
Software Testing Notes
Test design, bug life cycle and automation basics.
QA & Testing
Project IdeaComing soon
Full-stack Project Ideas
Apps to build for your developer portfolio.
Software Development
Project IdeaComing soon
Home Lab Project Ideas
Set up a safe lab and document your findings.
Cyber Security
NoteComing soon
Resume and LinkedIn Guide
ATS-friendly resume and profile tips.
HR & Career
Cheat SheetComing soon
HR Answers Cheat Sheet
Ready structures for common HR questions.
HR & Career
Ready to practise?
Try interview questions with answers, sorted by domain and level.