{"id":15133020,"url":"https://github.com/panxproject/awesome-certificates","last_synced_at":"2025-09-29T02:32:28.460Z","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 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name=\"learn\"\u003eLearn\u003c/a\u003e"],"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 \u0026 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|20 | \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"}