{"id":29212199,"url":"https://github.com/vreshch/courses","last_synced_at":"2026-02-04T17:33:38.321Z","repository":{"id":127100258,"uuid":"262657107","full_name":"vreshch/courses","owner":"vreshch","description":"Useful Courses Computer Science and Programming","archived":false,"fork":false,"pushed_at":"2022-01-09T22:51:39.000Z","size":21,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-02T22:41:15.167Z","etag":null,"topics":["computer-science","course"],"latest_commit_sha":null,"homepage":"https://vreshch.com","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/vreshch.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-05-09T20:54:04.000Z","updated_at":"2022-09-09T10:28:55.000Z","dependencies_parsed_at":null,"dependency_job_id":"51a67f81-132c-45cd-b29e-1cd3efc9c693","html_url":"https://github.com/vreshch/courses","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/vreshch/courses","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vreshch%2Fcourses","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vreshch%2Fcourses/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vreshch%2Fcourses/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vreshch%2Fcourses/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vreshch","download_url":"https://codeload.github.com/vreshch/courses/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vreshch%2Fcourses/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29091908,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-04T03:31:03.593Z","status":"ssl_error","status_checked_at":"2026-02-04T03:29:50.742Z","response_time":62,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["computer-science","course"],"created_at":"2025-07-02T22:38:26.692Z","updated_at":"2026-02-04T17:33:38.308Z","avatar_url":"https://github.com/vreshch.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Courses\n\nList of useful courses, that worth time spending, related to Computer Science,\nand related subjects.\n\n## Useful links\n\n* [Awesome Courses List](https://github.com/prakhar1989/awesome-courses) - collection of awesome courses in CS\n* [Digital Defynd](https://digitaldefynd.com/) - up to date list of free courses in CS\n* [JS Must Watch List](https://github.com/bolshchikov/js-must-watch) - good js conference overview\n* [Software Architecture - List](https://medium.com/javarevisited/top-5-courses-to-learn-software-architecture-in-2020-best-of-lot-5d34ebc52e9)\n* [AI University](http://lukstafi.blogspot.com/p/ai-university.html) - list of materials to switch to AI\n\n## Main Sources\n\n* [edx.org](https://www.edx.org/) - Good Core Knowledge Courses made in collaboration with top universities\n* [pluralsight.com/](https://pluralsight.com/) - Collection of Technology related courses\n* [Linkedin Learning](https://www.linkedin.com/learning/) - Broad spectrum of courses, almost on any topic, available on subscription\n* [coursera.org](https://www.coursera.org/) - Good subjects topics related to MI, Data Science, Cloud Computing\n* [udemy](https://www.udemy.com/) - Broad Practical Courses from Top Level Experts\n* [educative.io](https://www.educative.io/) - Well organized and structures text materials\n* [egghead.io](https://egghead.io/) - Trending \u0026 practical Frontend technologies description from Top Experts\n* [linuxacademy.com](https://linuxacademy.com/) - Learn by doing. Practical Could courses\n* [openlearning.mit.edu](https://openlearning.mit.edu/courses-programs/open-learning-library)- Open Courses by MIT\n\n## Core Knowledge's\n\n* [Introduction to Mathematical Thinking](https://www.coursera.org/learn/mathematical-thinking) - introduction to mathematical notation, boolean algebra, profs by Stanford University. \n* [MITx 18.01.1x](https://courses.edx.org/courses/course-v1:MITx+18.01.1x+2T2020/course/) - Calculus 1A: Differentiation. Certificate [available](https://courses.edx.org/certificates/a8df216117874f54875b850704a5f772).\n* [MITx 18.01.2x](https://learning.edx.org/course/course-v1:MITx+18.01.2x+3T2021/home) - Calculus 1B: Integration. Certificate [available](https://courses.edx.org/certificates/b8c4268f0c7f46a9a0c2b52b32bbfed6).\n* [MITx 18.02.1x](https://learning.edx.org/course/course-v1:MITx+18.02.1x+2T2021/home)- Multivariable Calculus 1: Vectors and Derivatives. Certificate [available](https://courses.edx.org/certificates/4594f8ee3f894e618761353f2b606236).\n* [MITx 18.03x](https://www.edx.org/course/introduction-to-differential-equations-2) - Introduction to Differential Equations. Certificate [available](https://courses.edx.org/certificates/bd808d1f6ccc48f6aa69ff6c85614496).\n* [MITx 18.032x](https://learning.edx.org/course/course-v1:MITx+18.032x+3T2021/home)  Differential Equations: 2x2 Systems - Certificate [available](https://courses.edx.org/certificates/f2e41dbdee794b5fab7d7294edd7b685).\n* [MITx 8.01.1x](https://courses.edx.org/courses/course-v1:MITx+8.01.1x+2T2020a/course/) - Interactive introduction to mechanics. Certificate [available](https://courses.edx.org/certificates/a05038f64a47417d8856ba7ece504103).\n\n## Computer Science\n\nThere are series of good courses in CS as personal preference, some\n\n* [MITx 6.00.1](https://courses.edx.org/courses/course-v1:MITx+6.00.1x+2T2020/course/) - Introduction to Computer Science and Programming Using Python. Good Interactive Introduction to Python.\n* [MIT 6.006](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/lecture-videos/)\nVery good Computer Science Video Lectures, broad topic overview. Medium level of complexity. Some topics - e.g. dynamic programming are brilliant.\n* [MIT 6.046](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015/lecture-videos/)\nNext step to advance knowledge after 6.006, level considered as Medium+. Good description of FFT, Graph algorithms. Recommended after 6.006\n* [Graph Theory Algorithms](https://www.udemy.com/course/graph-theory-algorithms/) - Simple description for key graph algo's\n\n## System Design\n\n* [Links Collection](https://github.com/checkcheckzz/system-design-interview) - Collection of links with materials\n* [Educative](https://www.educative.io/path/scalability-system-design) - Good Collection of materials.  Certificate is also [available](https://www.educative.io/verify-certificate/Y6GKZ1ijjA7Q8O3M7IwO213qPY8KuJ).\n* [InfoQ](https://www.youtube.com/channel/UCkQX1tChV7Z7l1LFF4L9j_g) - Set of lectures from giants about their systems\n* [System Design Interview](https://www.youtube.com/channel/UC9vLsnF6QPYuH51njmIooCQ) - Design of basic core components\n* [AlgoExpert](https://www.algoexpert.io/systems/fundamentals) - Basic terms and concepts of System Design\n\n\n## Solution Architecture\n\n* [Solution Architecture](https://www.udemy.com/course/the-complete-guide-to-becoming-a-software-architect/learn/lecture/14250506?start=14#overview) - Description of Solution Architecture role and activities\n* [Cloud Architecture From Google](https://www.coursera.org/learn/gcp-fundamentals/home/welcome) - Good course corresponding certification is also [available](https://www.credential.net/3e4eb8e0-25d2-43d8-bc92-bd37129b1c9a?key=595a768bf58974a92c4462a33bfcffcb424f0f92d672bc5f8d66bf66d0e00bc9)\n\n\n## Data Science\n\n* [MIT 6.041](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041-probabilistic-systems-analysis-and-applied-probability-fall-2010/) - Introduction to Probability\n* [MIT 18.6501x](https://learning.edx.org/course/course-v1:MITx+18.6501x+2T2020/home) - Fundamentals of Statistics. Certificate [available](https://courses.edx.org/certificates/6bd2372017624b6585ec2df129988079)\n* [MIT 6.86x](https://learning.edx.org/course/course-v1:MITx+6.86x+3T2021/home) - Machine Learning with Python-From Linear Models to Deep Learning. Cool intro to ML with practical coding tasks \u0026 auto checks. Certificate [available](https://courses.edx.org/certificates/bbeea60e3d8845a8989b201f41e3e594)\n* [Introduction to Data Science](https://courses.edx.org/courses/course-v1:IBM+DS0101EN+1T2020/course/)- Intro to data science with explanation or role subject and requirements for Data Scientist. Certificate [available](https://courses.edx.org/certificates/4b9f3c9823f140f5bc96f23f901a3f13).\n* [Statistical Learning](https://courses.edx.org/courses/course-v1:StanfordOnline+STATSX0001+1T2020/course/) - Practical description of Statistical methods Certificate is also [available](https://courses.edx.org/certificates/4764172555ba45bd8b44cd13e96fac0f).\n\n## Cloud Technologies\n\n* [Azure Fundamentals](https://docs.microsoft.com/en-us/learn/certifications/azure-fundamentals/) - awesome cloud intro [certification](https://www.credly.com/badges/bb713174-efec-4c57-b658-c0b738701500?source=linked_in_profile) course\n* [Terraform Intro](https://app.pluralsight.com/library/courses/getting-started-terraform/table-of-contents) - good getting started terraform intro\n* [Azure App Services](https://app.pluralsight.com/library/courses/microsoft-azure-app-services-managing/table-of-contents) - good intro to app services with Azure \n* [NodeJS - Application Developer](https://training.linuxfoundation.org/training/nodejs-application-development-lfw211/) - Good practical [certification](https://www.credly.com/badges/05119dd2-a9fc-4991-9754-2f35297a4eaa) \n* [Node.js Services Development](https://training.linuxfoundation.org/training/node-js-services-development-lfw212/) - Good practical [certification](https://www.credly.com/badges/bde3a7ba-cf4a-460a-af39-8886e5b4a95d)\n\n## Technologies\n\n* [Kafka](https://www.udemy.com/course/apache-kafka/)\nGood intro to Kafka end event driven architectures\n* [Docker](https://www.udemy.com/course/docker-mastery/) - Awesome Course about docker\n* [Electron](https://www.udemy.com/course/master-electron/) overview of Electron application\n* [GraphQL+Appolo](https://app.pluralsight.com/paths/skill/building-graphql-apis-with-apollo) - Good intro series, highly recommended\n* [React+Firebase](https://www.udemy.com/course/awesome-apps-with-react-hooks-and-firebase/) - Quite dense \"learn by doing\" courses combining React with hooks \u0026 firebase\n* [Progressive Web Apps](https://www.udemy.com/course/progressive-web-app-pwa-the-complete-guide/) - Intro to Progressive Web Application. Good course - a bit too long - recommend to start from last sections.\n* [PostMan](https://www.udemy.com/course/postman-crash-course-for-beginners-learn-rest-api-testing/learn/lecture/10970004?start=0#overview)\n\n## Other\n\n* [How to Learn Online](https://courses.edx.org/courses/course-v1:edX+edx201+1T2020/course/) - 30 min courses - good Checklist on How to Learn Online\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvreshch%2Fcourses","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvreshch%2Fcourses","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvreshch%2Fcourses/lists"}