study lists / dashboard
Free, curated study lists for tech
Hand-picked resources for software testing, certifications, cheat sheets, and computer science — organized so you can actually use them. No fluff, no dead links.
Quality Assurance 9
Software Testing TheoryResources and guides on software testing theory.Open ↗
Standards in Software TestingStandards and best practices in software testing.Open ↗
Testing of Free and Open Source SoftwareResources for testing open source software.Open ↗
Testing with Different Programming LanguagesTesting resources for various programming languages.Open ↗
Testing ToolsA list of popular testing tools.Open ↗
QA BlogsBlogs and articles about software testing.Open ↗
QA CoursesCourses for learning software testing and QA.Open ↗
QA GitHub RepositoriesCurated GitHub repositories for QA and testing.Open ↗
QA RoadmapRoadmaps for becoming a QA engineer.Open ↗Certifications 6
General CertificationsGeneral free certifications across tech domains.Open ↗
Security CertificationsSecurity and cybersecurity certifications.Open ↗
Database CertificationsCertifications for database technologies.Open ↗
Project Management CertificationsCertifications for project management skills.Open ↗
Marketing CertificationsCertifications for marketing and digital marketing.Open ↗
Miscellaneous CertificationsOther free certifications.Open ↗Computer Science 11
SystemsCourses and resources on computer systems.Open ↗
Programming Languages / CompilersCourses on programming languages and compilers.Open ↗
AlgorithmsCourses on algorithms.Open ↗
CS TheoryCourses on computer science theory.Open ↗
Introduction to CSIntroductory computer science courses.Open ↗
Machine LearningCourses on machine learning.Open ↗
SecurityCourses on computer security.Open ↗
Artificial IntelligenceCourses on artificial intelligence.Open ↗
Computer GraphicsCourses on computer graphics.Open ↗
Miscellaneous CSMiscellaneous computer science courses.Open ↗
Statistics / RegressionCourses on statistics and regression.Open ↗Cheat Sheets 13
PlatformsCheatsheets for various platforms.Open ↗
Programming LanguagesCheatsheets for programming languages.Open ↗
Front-End DevelopmentCheatsheets for front-end development.Open ↗
Back-End DevelopmentCheatsheets for back-end development.Open ↗
Big DataCheatsheets for big data technologies.Open ↗
TheoryCheatsheets for theoretical concepts.Open ↗
EditorsCheatsheets for code editors.Open ↗
ToolsCheatsheets for development tools.Open ↗
DatabasesCheatsheets for databases.Open ↗
MediaCheatsheets for media technologies.Open ↗
SecurityCheatsheets for security topics.Open ↗
Project ManagementCheatsheets for project management.Open ↗
MiscellaneousMiscellaneous cheatsheets.Open ↗Web Development 6
Web Developer RoadmapHow to become a web developer — a stage-by-stage path with free resources.Open ↗Frontend DevelopmentStudy lists for HTML, CSS, JavaScript, and frontend frameworks.Open ↗Backend DevelopmentBackend development with Node.js, Python, PHP, and more.Open ↗React DevelopmentReact.js study lists and resources.Open ↗Vue.js DevelopmentVue.js study lists and resources.Open ↗Angular DevelopmentAngular study lists and resources.Open ↗
Data Science 8
Data Scientist RoadmapHow to become a data scientist — a stage-by-stage path with free resources.Open ↗Machine LearningMachine learning algorithms and techniques.Open ↗Deep LearningDeep learning with neural networks.Open ↗StatisticsStatistical analysis and probability.Open ↗Python for Data SciencePython libraries for data science (Pandas, NumPy, Scikit-learn).Open ↗R ProgrammingR programming for statistical analysis.Open ↗SQL for Data ScienceSQL for data analysis and manipulation.Open ↗Data VisualizationData visualization tools and techniques.Open ↗
DevOps 7
DevOps RoadmapHow to become a DevOps engineer — a stage-by-stage path with free resources.Open ↗DevOps PracticesComprehensive study lists for DevOps practices, tools, and methodologies.Open ↗CI/CD PipelinesContinuous Integration and Continuous Deployment.Open ↗Containers & OrchestrationDocker, Kubernetes, and container orchestration.Open ↗Infrastructure as CodeTerraform, Ansible, and infrastructure automation.Open ↗Monitoring & LoggingApplication monitoring and log management.Open ↗DevSecOpsSecurity in DevOps practices.Open ↗
Mobile Development 6
Mobile Developer RoadmapHow to become a mobile developer — a stage-by-stage path with free resources.Open ↗Mobile DevelopmentComprehensive study lists for mobile app development across iOS, Android, and cross-platform frameworks.Open ↗Android DevelopmentAndroid app development with Java and Kotlin.Open ↗iOS DevelopmentiOS app development with Swift and Objective-C.Open ↗React NativeCross-platform mobile development with React Native.Open ↗Flutter DevelopmentCross-platform development with Flutter and Dart.Open ↗
Cybersecurity 6
Cybersecurity RoadmapHow to become a cybersecurity analyst — a stage-by-stage path with free resources.Open ↗Cybersecurity FundamentalsComprehensive study lists for cybersecurity fundamentals, ethical hacking, and security practices.Open ↗Network SecurityNetwork security principles and practices.Open ↗Ethical HackingPenetration testing and ethical hacking techniques.Open ↗Web Application SecurityWeb application security testing and OWASP Top 10.Open ↗CryptographyCryptographic techniques and protocols.Open ↗
Game Development 5
Game Developer RoadmapHow to become a game developer — a stage-by-stage path with free resources.Open ↗Game DevelopmentComprehensive study lists for game development across multiple platforms and engines.Open ↗Unity DevelopmentGame development with Unity engine.Open ↗Unreal EngineGame development with Unreal Engine.Open ↗3D Game Development3D graphics and game development.Open ↗
Cloud 6
Cloud Engineer RoadmapHow to become a cloud engineer — a stage-by-stage path with free resources.Open ↗Amazon Web ServicesAWS services and architecture patterns.Open ↗Microsoft AzureAzure services and cloud solutions.Open ↗Google Cloud PlatformGCP services and cloud architecture.Open ↗Cloud ArchitectureCloud architecture patterns and best practices.Open ↗Serverless ComputingServerless architecture and services.Open ↗