There is a lot of hidden treasure lying within university pages scattered across the internet. This list is an attempt to bring to light those awesome CS courses which make their high-quality material i.e. assignments, lectures, notes, readings & examinations available online for free.
computer-science courses awesome-list awesomeI learned Python by hacking first, and getting serious later. I wanted to do this with Machine Learning. If this is your style, join me in getting a bit ahead of yourself. I suggest you get your feet wet ASAP. You'll boost your confidence.
machine-learning data-science scikit-learn ipython-notebook deep-learning jupyter-notebook courses learning learning-by-doing diyThis page collects resources for anyone considering the use of software testing and formal methods. There are many axes along which one can organize such a list, such as the level of expertise of the intended audience (from experts to the public at large) or disciplinary orientation (computer science, mathematics, mathematical logic, etc.). Here I have chosen to classify the material by type of subject matter.
ebooks quality-assurance software-testing courses podcasts awesome verification coq tla learning model-checking formal-methodsThe OSSU curriculum is a complete education in computer science using online materials. It's not merely for career training or professional development. It's for those who want a proper, well-rounded grounding in concepts fundamental to all computing disciplines, and for those who have the discipline, will, and (most importantly!) good habits to obtain this education largely on their own, but with support from a worldwide community of fellow learners. It is designed according to the degree requirements of undergraduate computer science majors, minus general education (non-CS) requirements, as it is assumed most of the people following this curriculum are already educated outside the field of CS. The courses themselves are among the very best in the world, often coming from Harvard, Princeton, MIT, etc., but specifically chosen to meet the following criteria.
computer-science awesome-list coursesA curated list of awesome information security resources, inspired by the awesome-* trend on GitHub. Those resources and tools are intended only for cybersecurity professional and educational use in a controlled environment.
infosec pentest courses penetration-testing security-professionals lab awesome securityTo the extent possible under law, Sergey Bronnikov has waived all copyright and related or neighboring rights to this work.
testing learning verification courses model-checking formal-methods quality-assurance ebooks software-testing tlaPlease read contribution guidelines before contributing.
learning education list awesome resources courses awesome-listPupilfirst gives you a proven solution to keep your students engaged while keeping you, the teacher, always in the loop. Pupilfirst hepls you to create curriculum and assignments and it enables you to quickly and efficiently review the quality of task submissions by students, share feedback and create a conversation around what students have learned. It encourages collaboration by building student communities that can solve its own problems, and even supports teaming up of students to go through a challenging course together.
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computer-science khan-academy coursera awesome-list edx education online-course programming udemy allison courses codecademyThis project is licensed under a Creative Commons Attribution 4.0 International License. See a human-readable summary or an entire document.
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computer-science courses chineseFreecourses is a platform which offers a collection of free course links for various development languages and frameworks. You will find every course which is listed here is either free or trial version for learning. So enjoy the content.
free course free-courses learning programming-language programming-courses learn-to-code learn courses education study reactMore than just a bunch lf links, this is a selection of what we judge to be some of the best learning opportunities you will find online for free.
free courses frontend backendThere is a lot of free resources across the internet. This list is an attempt to bring them to light.
udemy machine-learning algorithm computer-science database programming courses data-structuresThis is a collection of free links to online courses inspired from this post on medium. To contribute to the repo, it's quite straightforward. To do so, just fork the Repo make your changes then do a PR.
coursera courses links free class-centralThis repo is for managing all EXLskills issues and projects, except for courses, that are managed by their respective collaborators in course-specific repositories. This repo doesn't store any code.
education learning courses exlskills free-learning learn-to-code free-courses digital-skills design online-learningThis repository contains all Python source codes, notebooks, and data that I use for my course I've given to SPE student chapters and in PioPetro (Marietta College, Ohio, US). Topics of these courses revolve around basics of Python programming and applications in exploration and production. This course consisted of 3 sessions in 1 day; first session about basic Python programming, second session about Python application in exploration (basic well-log analysis); and third session about Python application in production (basic decline curve analysis of production data).
geoscience tutorials courses oil-and-gasWhenever I start a new project, I don't know what to write for the first commit. After doing a “git init” there is technically nothing there... funny-commit is released under the MIT License.
npm package node courses platzi module funny commits messagesA collection of resources that I found interesting and useful across various domains. You might see some emojis (✨, 🚧 etc) crawling all over this collection.
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