{"id":410,"url":"https://github.com/PanXProject/awesome-certificates","last_synced_at":"2025-07-30T19:31:42.313Z","repository":{"id":38214299,"uuid":"324033106","full_name":"PanXProject/awesome-certificates","owner":"PanXProject","description":"Curated list of 10,000+ hours and 100+ free certificates in IT, computer science and business.","archived":false,"fork":false,"pushed_at":"2024-05-19T11:52:00.000Z","size":1478,"stargazers_count":1573,"open_issues_count":18,"forks_count":131,"subscribers_count":40,"default_branch":"main","last_synced_at":"2024-05-22T13:17:12.515Z","etag":null,"topics":["awesome","awesome-list","badges","career","certificate","courses","free","hacktoberfest"],"latest_commit_sha":null,"homepage":"https://panx.io/awesome-certificates/","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc0-1.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/PanXProject.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"license","code_of_conduct":"code-of-conduct.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null},"funding":{"github":"PanXProject","patreon":"panx","open_collective":"panx-project","ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"custom":null}},"created_at":"2020-12-24T00:57:40.000Z","updated_at":"2024-05-31T19:12:29.184Z","dependencies_parsed_at":"2023-12-17T20:30:22.764Z","dependency_job_id":"611d8a06-39ef-49e2-924d-feb4977e4d13","html_url":"https://github.com/PanXProject/awesome-certificates","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PanXProject%2Fawesome-certificates","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PanXProject%2Fawesome-certificates/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PanXProject%2Fawesome-certificates/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PanXProject%2Fawesome-certificates/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PanXProject","download_url":"https://codeload.github.com/PanXProject/awesome-certificates/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":228178834,"owners_count":17881100,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["awesome","awesome-list","badges","career","certificate","courses","free","hacktoberfest"],"created_at":"2024-01-05T20:12:54.136Z","updated_at":"2025-07-30T19:31:42.267Z","avatar_url":"https://github.com/PanXProject.png","language":null,"funding_links":["https://github.com/sponsors/PanXProject","https://patreon.com/panx","https://opencollective.com/panx-project"],"categories":["Learn","Uncategorized","Apps","Other Lists","Free Stuff","Others","Themed Directories","📝 More Awesome Lists","Verwandte Awesome-Listen"],"sub_categories":["Uncategorized","KnowledgeBase","TeX Lists","Updated this week","Miscellaneous","Software \u0026 IT-Dienste"],"readme":"\u003cimg alt=\"awesome-certificates.png\" src=\"https://github.com/PanXProject/awesome-certificates/blob/main/media/awesome-certificates.png?raw=true\" data-hpc=\"true\"\u003e\n\n# Awesome Certificates [![Awesome](https://awesome.re/badge-flat2.svg)](https://awesome.re) [![Gitter](https://badges.gitter.im/PanXProject/awesome-certificates.svg)](https://gitter.im/PanXProject/awesome-certificates?utm_source=badge\u0026utm_medium=badge\u0026utm_campaign=pr-badge) [![Discord](https://badgen.net/badge/icon/discord?icon=discord\u0026label)](https://discord.com/invite/3kSS9dvnPz) \n\u003c!-- markdown-link-check-disable --\u003e\n\n[Contribution guidelines](https://github.com/PanXProject/awesome-certificates/blob/main/CONTRIBUTING.md) /\n[Add a course/certificate](https://github.com/PanXProject/awesome-certificates/compare)\n\u003c!-- markdown-link-check-enable --\u003e\nA curated of list of IT, computer science, design and business courses with certificates \u0026amp; digital badges to earn upon completion. \n\nEach course on the list is free to take as well as the badge and certificate.\n\nThe list is organized as follows:\n\u003col\u003e\n\t\u003cli\u003eCourse/certificate title\u003c/li\u003e\n\t\u003cli\u003eCourse provider/certificate issuer name\u003c/li\u003e\n\t\u003cli\u003eLevel of diffculty(Beginner, Intermediate or Professional)\u003c/li\u003e\n\t\u003cli\u003eCourse/certificate duration in hours\u003c/li\u003e\n\t\u003cli\u003eReward(🏅= Digital Badge or 🏆 = Certificate of Completion)\u003c/li\u003e\n\u003c/ol\u003e\n\n\n\u003cb\u003eWant to contribute to this list?\u003c/b\u003e\n\u003cbr\u003e\nFork this \u003ca href=\"https://github.com/PanXProject/awesome-certificates/fork\" target=\"_blank\" rel=\"noopener noreferrer\"\u003erepo\u003c/a\u003e, make the changes on the `readme.md` file and then open a \u003ca href=\"https://github.com/PanXProject/awesome-certificates/compare\" target=\"_blank\" rel=\"noopener noreferrer\"\u003enew issue\u003c/a\u003e. Make sure to check out both the \u003ca href=\"https://github.com/PanXProject/awesome-certificates/blob/main/pull_request_template.md\" target=\"_blank\" rel=\"noopener noreferrer\"\u003econtribution\u003c/a\u003e and \u003ca href=\"https://github.com/PanXProject/awesome-certificates/blob/main/pull_request_template.md\" target=\"_blank\" rel=\"noopener noreferrer\"\u003epull request\u003c/a\u003e guidelines. \n\n\u003cb\u003eHave ideas on how to improve this list or features you'd like to see?\u003c/b\u003e\n\u003cbr\u003e\nKindly mention it \u003ca href=\"https://github.com/PanXProject/awesome-certificates/issues/new?assignees=\u0026labels=\u0026template=feature_request.md\u0026title=%5BFEATURE%5D\" target=\"_blank\" rel=\"noopener noreferrer\"\u003ehere\u003c/a\u003e by opening a new issue and we will do our best to address it.\n\n\u003cb\u003eCan't find the certificate you're looking for?\u003c/b\u003e\n\u003cbr\u003e\nRequest it \u003ca href=\"https://github.com/PanXProject/awesome-certificates/issues/new?assignees=\u0026labels=\u0026template=certificate-request.md\u0026title=%5BCERTIFICATE%5D\" target=\"_blank\" rel=\"noopener noreferrer\"\u003ehere\u003c/a\u003e and we will find for you.\n\n\n\u003cb\u003eSomething isn't quite right?\u003c/b\u003e\n\u003cbr\u003e\nReport it \u003ca href=\"https://github.com/PanXProject/awesome-certificates/issues/new?assignees=\u0026labels=\u0026template=bug_report.md\u0026title=%5BBUG%5D\" target=\"_blank\" rel=\"noopener noreferrer\"\u003ehere\u003c/a\u003e.\n\n## Contents\n\n- [Security](#security)\n- [Front-End](#front-end)\n- [Back-End](#back-end)\n- [Blockchain](#blockchain)\n- [Data Analysis and Visualization](#data-analysis-and-visualization)\n- [Statistics](#statistics)\n- [Data Science](#data-science)\n- [Big Data](#big-data)\n- [Machine and Deep Learning](#machine-and-deep-learning)\n- [Artificial Intelligence](#artificial-intelligence)\n- [Networking](#networking)\n- [Operating Systems](#operating-systems)\n- [Electrical Engineering](#electrical-engineering)\n- [Robotics and IoT](#robotics-and-iot)\n- [Chatbots](#chatbots)\n- [Cloud Computing](#cloud-computing)\n- [Game Development](#game-development)\n- [Mobile App Development](#mobile-app-development)\n- [DevOps](#devops)\n- [Programming Languages](#programming-languages)\n- [Computer Theories and Concepts](#theories-and-concepts)\n- [Business](#business)\n- [Design](#design)\n- [Other Awesome Lists](#other-awesome-lists)\n\n\n## Security\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.netacad.com/courses/cybersecurity/introduction-cybersecurity\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to Cybersecurity\u003c/a\u003e| Cisco Networking Academy | Beginner | 15 | \u003ca href=\"https://www.youracclaim.com/org/cisco/badge/introduction-to-cybersecurity\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://www.netacad.com/courses/cybersecurity/cybersecurity-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCybersecurity Essentials\u003c/a\u003e| Cisco Networking Academy | Intermediate | 30 | \u003ca href=\"https://www.youracclaim.com/org/cisco/badge/cybersecurity-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://www.netacad.com/courses/packet-tracer\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to Packet Tracer\u003c/a\u003e | Cisco Networking Academy | Beginner | 10  | \u003ca href=\"https://www.youracclaim.com/org/cisco/badge/introduction-to-packet-tracer\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e |\n| \u003ca href=\"https://skills.yourlearning.ibm.com/activity/ILB-DNRPWDGQGMMY7GGD\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCybersecurity Fundamentals\u003c/a\u003e | IBM / SkillsBuild | Beginner | 10 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/cybersecurity-fundamentals\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e |\n| \u003ca href=\"https://www.freecodecamp.org/learn/information-security/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eInformation Security Certification\u003c/a\u003e | FreeCodeCamp |Professional|300 | 🏆|\n| \u003ca href=\"https://tryhackme.com/path/outline/jrpenetrationtester\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eJR Penetration Tester\u003c/a\u003e | TryHackMe |Intermediate| 64 | 🏆|\n| \u003ca href=\"https://tryhackme.com/path/outline/blueteam\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCyber Defense\u003c/a\u003e | TryHackMe | Intermediate | 48 | 🏆 |\n| \u003ca href=\"https://tryhackme.com/path/outline/redteaming\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eRed Teaming\u003c/a\u003e | TryHackMe | Intermediate | 48 | 🏆 |\n| \u003ca href=\"https://tryhackme.com/path/outline/pentesting\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eOffensive Testing\u003c/a\u003e | TryHackMe | Intermediate | 47 | 🏆 |\n| \u003ca href=\"https://tryhackme.com/path/outline/pentestplus\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eComptia Pentest+\u003c/a\u003e | TryHackMe | Beginner | 51 | 🏆 |\n| \u003ca href=\"https://tryhackme.com/path/outline/web\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eWeb Fundamentals\u003c/a\u003e | TryHackMe | Beginner | 32 | 🏆 |\n| \u003ca href=\"https://www.isc2.org/certifications/cc\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCertified in Cybersecurity\u003c/a\u003e | ISC2 | Beginner | 14 | \u003ca href=\"https://www.credly.com/org/isc2/badge/certified-in-cybersecurity-cc\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e |\n| \u003ca href=\"https://training.fortinet.com/local/staticpage/view.php?page=fcf_cybersecurity\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eFortinet Certified Fundamentals in Cybersecurity\u003c/a\u003e | Fortinet Training Institute | Beginner | 10 | \u003ca href=\"https://www.credly.com/org/fortinet/badge/fortinet-certified-fundamentals-cybersecurity\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏆\u003c/a\u003e |\n| \u003ca href=\"https://training.fortinet.com/local/staticpage/view.php?page=fca_cybersecurity\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eFortinet Certified Associate in Cybersecurity\u003c/a\u003e | Fortinet Training Institute | Beginner | 6 | \u003ca href=\"https://www.credly.com/org/fortinet/badge/fortinet-certified-associate-cybersecurity.1\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏆\u003c/a\u003e | \n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Front-End\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.freecodecamp.org/learn/2022/responsive-web-design/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eResponsive Web Design Certification\u003c/a\u003e | FreeCodeCamp|Professional|300| 🏆|\n| \u003ca href=\"https://www.freecodecamp.org/learn/front-end-development-libraries/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eFront-End Libraries Certification\u003c/a\u003e | FreeCodeCamp |Professional|300 | 🏆|\n| \u003ca href=\"https://www.lambdatest.com/certifications/selenium-101\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eSelenium 101\u003c/a\u003e | LambdaTest | Beginner | 4 |🏆|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/angular_basic\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eAngular\u003c/a\u003e | HackerRank | Beginner | 1 |🏆|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/react_basic\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eReact\u003c/a\u003e | HackerRank | Beginner | 1.5 |🏆|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/nodejs_intermediate\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eNode.js\u003c/a\u003e | HackerRank | Intermediate | 1 |🏆|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Back-End\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.freecodecamp.org/learn/back-end-development-and-apis/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eBack End Development and APIs Certification\u003c/a\u003e | FreeCodeCamp |Professional|300 | 🏆|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=93\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS403: Introduction to Modern Database Systems\u003c/a\u003e | Saylor Academy |Professional|42 | 🏆|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/rest_api_intermediate\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eREST API\u003c/a\u003e | HackerRank |Intermediate| 1.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M001/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB Basics\u003c/a\u003e | MongoDB |Beginner| 8.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M100/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB for SQL Pros\u003c/a\u003e | MongoDB |Beginner| 2 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M103/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB Cluster Adminstration\u003c/a\u003e | MongoDB |Beginner| 9.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M121/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB Aggregation Framework\u003c/a\u003e | MongoDB |Beginner| 9 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/T101/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCrafting Conference Abstracts\u003c/a\u003e | MongoDB |Beginner| 1.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/A300/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eAtlas Security\u003c/a\u003e | MongoDB |Beginner| 0.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M201/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB Performance\u003c/a\u003e | MongoDB |Intermediate| 7 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M220J/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB for Java Developers\u003c/a\u003e | MongoDB |Intermediate| 7.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M220JS/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB for JavaScript Developers\u003c/a\u003e | MongoDB |Intermediate| 6.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M220N/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB for .NET Developers\u003c/a\u003e | MongoDB |Intermediate| 6.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M220P/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB for Python Developers\u003c/a\u003e | MongoDB |Intermediate| 6.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M312/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eDiagnostics and Debugging for MongoDB\u003c/a\u003e | MongoDB |Professional| 6.5 | 🏆|\n| \u003ca href=\"https://university.mongodb.com/courses/M320/about\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMongoDB Data Modeling\u003c/a\u003e | MongoDB |Professional| 7 | 🏆|\n| \u003ca href=\"https://www.kaggle.com/learn/intro-to-sql\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to SQL\u003c/a\u003e                            | Kaggle          | Beginner      | 3     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/advanced-sql\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eAdvanced SQL\u003c/a\u003e                            | Kaggle          | Intermediate | 4     | 🏆     |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Blockchain\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://courses.cfte.education/free-online-blockchain-masterclass/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eBlockchain Masterclass\u003c/a\u003e | Centre for Finance, Technology and Entrepreneurship |Beginner| - | 🏅|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=500\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eBitcoin for Developers\u003c/a\u003e | Saylor Academy |Beginner| 18 | 🏆|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Data Analysis and Visualization\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://cognitiveclass.ai/courses/data-analysis-python\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Analysis with Python\u003c/a\u003e | IBM / Cognitive Class |Intermediate|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/data-analysis-using-python\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://www.freecodecamp.org/learn/data-analysis-with-python/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Analysis with Python Certification\u003c/a\u003e | FreeCodeCamp |Professional|300 | 🏆|\n| \u003ca href=\"https://cognitiveclass.ai/courses/data-visualization-with-python\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Visualization with Python\u003c/a\u003e | IBM / Cognitive Class |Intermediate|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/data-visualization-using-python\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/data-visualization-with-r/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Visualization with R\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/data-visualization-with-r\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://www.freecodecamp.org/learn/data-visualization/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Visualization Certification\u003c/a\u003e | FreeCodeCamp |Professional|300 | 🏆|\n| \u003ca href=\"https://www.kaggle.com/learn/data-visualization\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Visualization\u003c/a\u003e             | Kaggle          | Beginner      | 4     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/data-cleaning\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Cleaning\u003c/a\u003e                         | Kaggle          | Intermediate | 4     | 🏆     |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Statistics\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://cognitiveclass.ai/courses/statistics-101\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eStatistics 101\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/statistics-101\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Data Science\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://cognitiveclass.ai/courses/data-science-methodology-2\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Science Methodologies\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/data-science-methodologies\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/data-science-101/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Science 101\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/data-science-foundations-level-1\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/data-science-hands-open-source-tools-2\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eData Science Tools\u003c/a\u003e | IBM / Cognitive Class |Beginner|4| \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/data-science-tools\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/python-for-data-science\" target=\"_blank\" rel=\"noopener noreferrer\"\u003ePython for Data Science\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/python-for-data-science\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Big Data\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://cognitiveclass.ai/courses/what-is-big-data\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eBig Data Foundations - Level 1\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/big-data-foundations-level-1\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/course-v1:BigDataUniversity+BD0111EN+2016\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHadoop Foundations - Level 1\u003c/a\u003e | IBM  / Cognitive Class |Beginner|4 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/hadoop-foundations-level-1\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/what-is-spark\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eSpark Fundamentals I\u003c/a\u003e | IBM / Cognitive Class |Beginner|5 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/spark-level-1\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Machine and Deep Learning\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://cognitiveclass.ai/courses/introduction-deep-learning\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eDeep Learning Fundamentals\u003c/a\u003e | IBM / Cognitive Class |Intermediate|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/deep-learning-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/deep-learning-tensorflow\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eDeep Learning with TensorFlow\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/deep-learning-using-tensorflow\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/machine-learning-with-python/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMachine Learning with Python\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/machine-learning-with-python-level-1\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://www.freecodecamp.org/learn/machine-learning-with-python/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMachine Learning with Python Certification\u003c/a\u003e | FreeCodeCamp |Professional|300 | 🏆|\n| \u003ca href=\"https://www.kaggle.com/learn/intro-to-machine-learning\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to Machine Learning\u003c/a\u003e | Kaggle          | Beginner      | 3     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/intermediate-machine-learning\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntermediate Machine Learning\u003c/a\u003e | Kaggle | Intermediate | 4     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/machine-learning-explainability\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMachine Learning Explainability\u003c/a\u003e | Kaggle | Intermediate | 4     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/intro-to-deep-learning\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to Deep Learning\u003c/a\u003e       | Kaggle          | Intermediate | 4     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/time-series\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eTime Series\u003c/a\u003e                               | Kaggle          | Intermediate | 5     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/feature-engineering\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eFeature Engineering\u003c/a\u003e           | Kaggle          | Intermediate | 5     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/computer-vision\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eComputer Vision\u003c/a\u003e                     | Kaggle          | Intermediate | 4     | 🏆     |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Artificial Intelligence\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.elementsofai.com/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eElements of AI\u003c/a\u003e | University of Helsinki | Beginner |30 | 🏆|\n| \u003ca href=\"https://www.kaggle.com/learn/intro-to-ai-ethics\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to AI Ethics\u003c/a\u003e | Kaggle | Intermediate | 4 | 🏆  |\n| \u003ca href=\"https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to Game AI and Reinforcement Learning\u003c/a\u003e | Kaggle | Intermediate | 4 | 🏆 |\n| \u003ca href=\"https://www.cloudskillsboost.google/course_templates/536\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntroduction to Generative AI\u003c/a\u003e | Google Cloud Skills Boost | Intermediate | 0.75 | 🏆 |\n| \u003ca href=\"https://explore.skillbuilder.aws/learn/course/external/view/elearning/17763/foundations-of-prompt-engineering\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eFoundations of Prompt Engineering\u003c/a\u003e | Amazon | Intermediate | 4 | 🏆 |\n| \u003ca href=\"https://explore.skillbuilder.aws/learn/public/learning_plan/view/1909/generative-ai-learning-plan-for-decision-makers\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eGenerative AI for Decision Makers\u003c/a\u003e | Amazon | Beginner| 3 | 🏆 |\n| \u003ca href=\"https://www.databricks.com/resources/learn/training/generative-ai-fundamentals\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eGenerative AI Fundamentals\u003c/a\u003e | Data Bricks |Beginner|0.5 | 🏅 |\n| \u003ca href=\"https://www.linkedin.com/learning/paths/career-essentials-in-generative-ai-by-microsoft-and-linkedin\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCareer Essentials in Generative AI\u003c/a\u003e | LinkedIn \u0026 Microsoft | Beginner| 4.5 | 🏆 |\n| \u003ca href=\"https://www.deeplearning.ai/short-courses/prompt-engineering-for-vision-models/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003ePrompt Engineering for Vision Models\u003c/a\u003e | DeepLearning.AI \u0026 Comet | Beginner | 1.5 | 🏅 |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Networking\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.netacad.com/courses/networking/networking-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eNetworking Essentials\u003c/a\u003e | Cisco Networking Academy | Intermediate | 70 | \u003ca href=\"https://www.youracclaim.com/org/cisco/badge/networking-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e  |\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=84\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS402: Computer Communications and Networks\u003c/a\u003e | Saylor Academy | Intermediate | 60 | 🏆 |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Operating Systems\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.netacad.com/courses/os-it/ndg-linux-unhatched\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eNDG Linux Unhatched\u003c/a\u003e| Cisco Networking Academy |Beginner| 8 |    🏆 |\n| \u003ca href=\"https://www.netacad.com/courses/os-it/ndg-linux-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eNDG Linux Essentials\u003c/a\u003e | Cisco Networking Academy |Intermediate| 70 |🏆|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=94\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS401: Operating Systems\u003c/a\u003e | Saylor Academy |Professional|120 | 🏆|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Electrical Engineering\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.open.edu/openlearn/science-maths-technology/an-introduction-electronics/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntroduction to Electronics\u003c/a\u003e| Open University | Intermediate| 10 |    🏆 |\n| \u003ca href=\"https://www.open.edu/openlearn/science-maths-technology/electronic-applications/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eElectronic Applications\u003c/a\u003e| Open University | Intermediate| 10 |    🏆 |\n| \u003ca href=\"https://www.academyeurope.org/courses/engineering-technology/embedded-systems-computer-course/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eEmbedded Systems\u003c/a\u003e | Academy Europe |Intermediate| 30 |🏆|\n| \u003ca href=\"https://www.mindluster.com/certificate/2234\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eEmbedded Systems ES\u003c/a\u003e | Mind Luster |Intermediate|8 | 🏆|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Robotics and IoT\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.netacad.com/courses/iot/introduction-iot\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntroduction to IoT\u003c/a\u003e | Cisco Networking Academy | Beginner | 20 | \u003ca href=\"https://www.youracclaim.com/org/cisco/badge/introduction-to-iot\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e |\n| \u003ca href=\"https://cognitiveclass.ai/courses/build-robots-with-tjbot\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eBuilding Robots with TJBot\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | 🏅|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Chatbots\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://cognitiveclass.ai/courses/chatbot-course\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHow to Build Chatbots\u003c/a\u003e | IBM / Cognitive Class |Beginner|5 | 🏅|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Cloud Computing\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://cognitiveclass.ai/courses/ibm-cloud-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIBM Cloud Essentials\u003c/a\u003e | IBM / Cognitive Class |Beginner|4 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/ibm-cloud-essentials.2\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://codered.eccouncil.org/course/a-practical-introduction-to-cloud-computing\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntroduction to Cloud Computing\u003c/a\u003e | EC-Council |Beginner|3 | 🏆|\n| \u003ca href=\"https://explore.skillbuilder.aws/learn/public/learning_plan/view/82/cloud-essentials-knowledge-badge-readiness-path\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCloud Essentials Knowledge\u003c/a\u003e | Amazon | Intermediate | 10 | 🏅 |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n## Game Development\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://learn.unity.com/pathway/unity-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eUnity Essentials\u003c/a\u003e | Unity | Beginner | 336 | \u003ca href=\"https://www.credly.com/org/unity/badge/unity-essentials-pathway\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e |\n| \u003ca href=\"https://learn.unity.com/pathway/junior-programmer\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eJunior Programmer\u003c/a\u003e | Unity | Beginner | 2000 | \u003ca href=\"https://www.credly.com/org/unity/badge/unity-junior-programmer\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e\n| \u003ca href=\"https://learn.unity.com/pathway/creative-core\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCreative Core\u003c/a\u003e | Unity | Beginner | 1680 | \u003ca href=\"https://www.credly.com/org/unity/badge/unity-creative-core\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e\n| \u003ca href=\"https://learn.unity.com/pathway/vr-development\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eVR Development\u003c/a\u003e | Unity | Beginner | 1000 | \u003ca href=\"https://www.credly.com/org/unity/badge/unity-vr-development\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e\n| \u003ca href=\"https://learn.unity.com/pathway/mobile-ar-development\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eMobile AR Development\u003c/a\u003e | Unity | Beginner | 1344 | \u003ca href=\"https://www.credly.com/org/unity/badge/unity-mobile-ar-development\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Mobile App Development\n\n### Cross-platform Development \n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://developers.google.com/learn/pathways/intro-to-flutter\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to Flutter\u003c/a\u003e | Google | Beginner | 0.2 | 🏅 |\n| \u003ca href=\"https://codehs.com/playlist/hour-of-code-3111\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eReact Native\u003c/a\u003e | CodeHS | Beginner | 1 | 🏅 |\n| \u003ca href=\"https://cursa.app/en/free-online-courses/react-native\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eReact Native for Beginners\u003c/a\u003e | Cursa | Beginner | 5 | 🏆 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?react_native_html_to_jsx\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eReact Native HTML to JSX\u003c/a\u003e | Umaine New Media | Intermediate | 0.2 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?react_native_css_to_jsx\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eReact Native CSS to JSX\u003c/a\u003e | Umaine New Media | Intermediate | 0.2 | 🏅 |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n### Native Development\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://codered.eccouncil.org/course/android-bug-bounty-hunting-hunt-like-a-rat\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eAndroid Bug Bounty Hunting: Hunt Like a Rat\u003c/a\u003e | EC-Council | Beginner | 1 | 🏆 |\n| \u003ca href=\"https://developers.google.com/profile/badges/tier/courses/android/android-development-with-kotlin\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eAndroid App Development with Kotlin\u003c/a\u003e | Google | Intermediate | 20 |  🏅 |\t\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## DevOps\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://cognitiveclass.ai/learn/containers-k8s-and-istio-on-ibm-cloud\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eContainers, K8s and Istio on IBM cloud\u003c/a\u003e | IBM / Cognitive Class |Beginner|9 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/containers-k8s-and-istio-on-ibm-cloud\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/docker-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eDocker Essentials\u003c/a\u003e | IBM / Cognitive Class |Beginner|4 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/docker-essentials-a-developer-introduction\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/kubernetes-course\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntroduction to Containers, Kubernetes, and OpenShift\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/containers-kubernetes-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Programming Languages\n\n### C\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=65\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS107: C++ Programming\u003c/a\u003e | Saylor Academy |Professional|40 | 🏆|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/c_sharp_basic\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eC#\u003c/a\u003e | HackerRank |Beginner| 1 | 🏆|\n| \u003ca href=\"https://www.freecodecamp.org/learn/foundational-c-sharp-with-microsoft\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eFoundational C# with Microsoft\u003c/a\u003e | freeCodeCamp |Beginner| 35 | 🏆|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n### Cypher\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://memgraph.com/learn-cypher-query-language\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCypher Query Language\u003c/a\u003e | Memgraph |Beginner|1 | 🏅|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n### Java\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/java_basic\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eJava\u003c/a\u003e | HackerRank |Beginner| 1 | 🏆|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n### JavaScript\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eJavaScript Algorithms and Data Structures Certification\u003c/a\u003e | FreeCodeCamp |Professional|300 | 🏆|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/javascript_basic\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eJavaScript\u003c/a\u003e | HackerRank |Beginner| 1.5 | 🏆|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n### R\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://cognitiveclass.ai/courses/r-101\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eR 101\u003c/a\u003e | IBM / Cognitive Class |Beginner|3| \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/r-essentials\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://cognitiveclass.ai/courses/using-r-with-databases/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eUsing R with Databases\u003c/a\u003e | IBM / Cognitive Class |Beginner|3 | \u003ca href=\"https://www.youracclaim.com/org/ibm/badge/using-r-with-databases\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e🏅\u003c/a\u003e|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/r_basic\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eR\u003c/a\u003e | HackerRank |Beginner| 1.5 | 🏆|\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n### Python\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.netacad.com/courses/programming/pcap-programming-essentials-python\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eProgramming Essentials In Python\u003c/a\u003e | Cisco Networking Academy |Intermediate| 70 | 🏆 |\n| \u003ca href=\"https://www.freecodecamp.org/learn/scientific-computing-with-python/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eScientific Computing with Python Certification\u003c/a\u003e | FreeCodeCamp |Professional|300 | 🏆|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/python_basic\" target=\"_blank\" rel=\"noopener noreferrer\"\u003ePython\u003c/a\u003e | HackerRank |Beginner| 1.5 | 🏆|\n| \u003ca href=\"https://memgraph.com/blog/learn-graph-analytics-with-python\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to Graph Analytics in Python free course\u003c/a\u003e | Memgraph |Intermediate| 3 | 🏅|\n| \u003ca href=\"https://www.kaggle.com/learn/python\" target=\"_blank\" rel=\"noopener noreferrer\"\u003ePython\u003c/a\u003e                                        | Kaggle          | Beginner      | 5     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/pandas\" target=\"_blank\" rel=\"noopener noreferrer\"\u003ePandas\u003c/a\u003e                                      | Kaggle          | Beginner      | 4     | 🏆     |\n| \u003ca href=\"https://www.kaggle.com/learn/intro-to-programming\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eIntro to Programming\u003c/a\u003e           | Kaggle          | Beginner      | 5     | 🏆     |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Theories and Concepts\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.freecodecamp.org/learn/quality-assurance/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eQuality Assurance Certification\u003c/a\u003e | FreeCodeCamp |Professional|300 | 🏆|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=6\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS101: Introduction to Computer Science I\u003c/a\u003e | Saylor Academy |Professional|52 | 🏆|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=64\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS102: Introduction to Computer Science II\u003c/a\u003e | Saylor Academy |Professional|42 | 🏆|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=66\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS201: Elementary Data Structures\u003c/a\u003e | Saylor Academy |Professional|38 | 🏆|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=67\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS202: Discrete Structures\u003c/a\u003e | Saylor Academy |Professional|44 | 🏆|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=71\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS301: Computer Architecture\u003c/a\u003e | Saylor Academy |Professional|48 | 🏆|\n| \u003ca href=\"https://learn.saylor.org/course/view.php?id=73\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCS302: Software Engineering\u003c/a\u003e | Saylor Academy |Professional|45 | 🏆|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/problem_solving_basic\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eProblem Solving\u003c/a\u003e | HackerRank |Beginner| 1.5 | 🏆|\n| \u003ca href=\"https://www.hackerrank.com/skills-verification/problem_solving_intermediate\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eProblem Solving\u003c/a\u003e | HackerRank |Intermediate| 1.5 | 🏆|\n| \u003ca href=\"https://memgraph.com/learn-graph-modeling\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eGraph Modeling Email Course\u003c/a\u003e | Memgraph |Beginner| 1 | 🏅|\n| \u003ca href=\"https://www.kaggle.com/learn/geospatial-analysis\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eGeospatial Analysis\u003c/a\u003e             | Kaggle          | Intermediate | 4     | 🏆     |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Business\n\n### Marketing\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://learndigital.withgoogle.com/digitalgarage/course/digital-marketing\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eDigital Marketing\u003c/a\u003e | Google | Beginner | 40 | 🏅 |\n| \u003ca href=\"https://academy.sendinblue.com/course/email-marketing-course-english\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eEmail Marketing\u003c/a\u003e | SendinBlue | Beginner | 4 | 🏅 |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\u003c!-- markdown-link-check-disable --\u003e\n\n### Project Management\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.pmi.org/kickoff\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eKICKOFF\u003c/a\u003e\u003c!-- markdown-link-check-disable-line --\u003e | Project Management Institute | Beginner | 0.75 | 🏅 |\n| \u003ca href=\"https://www.msicertified.com/project-management/project-management-essentials-certified/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eProject Management Essentials\u003c/a\u003e | Management and Strategy Institute | Beginner | 0.75 | 🏅 |\n| \u003ca href=\"https://www.disasterready.org/free-certificate-project-management\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eProject Management Essentials\u003c/a\u003e | Disaster Ready | Beginner | 5 | 🏅 |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\u003c!-- markdown-link-check-enable --\u003e\n\n### Support\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://academy.hubspot.com/courses/hubspot-service-software\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eService Hub Software Certification \u003c/a\u003e| HubSpot | Beginner | 2.1 | 🏆 |\n| \u003ca href=\"https://skillsbuild.org/adult-learners/explore-learning/customer-service-representative\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCustomer Engagement Fundamentals\u003c/a\u003e| IBM / SkillsBuild | Intermediate | 24 | 🏅 |\n| \u003ca href=\"https://www.life-global.org/course/35-customer-relationship-management\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCustomer Relationship Management\u003c/a\u003e| HP / Life Global | Beginner | 1 | 🏅 |\n| \u003ca href=\"https://www.testdome.com/tests/customer-service-test/91\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCustomer Service Test\u003c/a\u003e| Test Dome | Intermediate | 0.15 | 🏆  |\n\n\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n### Business Analytics\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://certiprof.com/pages/business-intelligence-foundation-professional-certification-bifpc\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eBusiness Intelligence Foundation Professional\u003c/a\u003e | CertiProf |Beginner| 1 |🏅|\n| \u003ca href=\"https://www.simplilearn.com/introduction-to-business-analysis-free-course-skillup\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eBusiness Analysis Basics\u003c/a\u003e | Simplilearn |Beginner| 2 | 🏆 |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Design\n\n### Photoshop\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://www.mindluster.com/certificate/1568/Adobe-Photoshop\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eAdobe Photoshop\u003c/a\u003e | Mind Luster |Beginner| 1.4 | 🏆 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?photoshop_erase_shape\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHow to Erase a shape in Photoshop\u003c/a\u003e | UMaine New Media | intermediate| 0.13 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?photoshop_select_shape\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHow to Select a shape in Photoshop\u003c/a\u003e | UMaine New Media | intermediate| 0.1 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?photoshop_insert_shape\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHow to Insert a shape in Photoshop\u003c/a\u003e | UMaine New Media | intermediate| 0.1 | 🏅 |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n### Illustrator\n\n| Course Name | Course Provider | Level | Hour(s) | Reward |\n| :------------- |:-------------|:-------------|:-------------:|:-----:|\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?illustrator_select_shapes\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHow to Select shapes in Illustrator\u003c/a\u003e | UMaine New Media | Beginner| 0.11 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?illustrator_create_shapes\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHow to Create shapes in Illustrator\u003c/a\u003e | UMaine New Media | Beginner| 0.11 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?illustrator_wrap_shapes\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHow to Wrap shapes in Illustrator\u003c/a\u003e | UMaine New Media | intermediate| 0.11 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?illustrator_manage_color\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eManage color in Illustrator\u003c/a\u003e | UMaine New Media | Beginner| 0.11 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?illustrator_apply_strokes_fills\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eApply strokes and fills in Illustrator\u003c/a\u003e | UMaine New Media | Beginner| 0.1 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?illustrator_apply_gradient\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eApply gradient in Illustrator\u003c/a\u003e | UMaine New Media | intermediate| 0.1 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?make_infographic_illustrator_1\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHow to make an Infographic in Illustrator 1\u003c/a\u003e | UMaine New Media | Beginner| 0.22 | 🏅 |\n| \u003ca href=\"https://tutorials.nmdprojects.net/play.html?make_infographic_illustrator_2\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eHow to make an Infographic in Illustrator 2\u003c/a\u003e | UMaine New Media | Beginner| 0.2 | 🏅 |\n\n\u003ca href=\"https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e⬆️\u003c/a\u003e\n\n\n## Contributors \n\u003ca href=\"https://github.com/panxproject/awesome-certificates/graphs/contributors\"\u003e\n  \u003cimg src=\"https://contrib.rocks/image?repo=panxproject/awesome-certificates\" /\u003e\n\u003c/a\u003e\n\n## Other Awesome Lists\n\n- \u003ca href=\"https://github.com/ossu/computer-science\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eOpen Source Society University\u003c/a\u003e - The OSSU curriculum is a complete education in computer science using online materials. It's not merely for career training or professional development.\n- \u003ca href=\"https://github.com/prakhar1989/awesome-courses\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eAwesome Courses\u003c/a\u003e - 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 \u0026 examinations available online for free.\n- \u003ca href=\"https://github.com/learn-anything/books\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eBooks\u003c/a\u003e - Learn Anything is collecting all material with focus on Computer Science but you'll find other topics ranging from neuro science to philosophy. \n- \u003ca href=\"https://github.com/karlhorky/learn-to-program\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eLearn to Program\u003c/a\u003e - This list aims to be a curated set of high quality educational resources with focus on foundations of web developement.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPanXProject%2Fawesome-certificates","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FPanXProject%2Fawesome-certificates","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPanXProject%2Fawesome-certificates/lists"}