Suggest edit — certificates

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# Certificates

**repo:** [PanXProject/awesome-certificates](https://github.com/PanXProject/awesome-certificates)  
**category:** [[learn|Learn]]
**related:** [[learn-to-program|Learn To Program]]

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AI product safety testing platform with native EU AI Act compliance.
</a>

• • •

<a href="https://promoat.ai?utm_source=saas_directory&utm_medium=listing&utm_campaign=beta_launch_q1&utm_content=awesome_certificates" target="_blank">
<img src="https://raw.githubusercontent.com/PanXProject/awesome-certificates/main/media/sponsors/promoat.png" width="180px" alt="ProMoat Logo"/> 
	ProMoat 
 Generate AI clone videos of yourself in 3 mins.
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<a href="https://toolseekr.com/sponsor">Become a sponsor</a>

</div>

<hr/>

# Awesome Certificates [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) [![Discord](https://badgen.net/badge/icon/discord?icon=discord&label)](https://discord.com/invite/3kSS9dvnPz)

[Contribution guidelines](https://github.com/PanXProject/awesome-certificates/blob/main/CONTRIBUTING.md) /
[Add a course/certificate](https://github.com/PanXProject/awesome-certificates/compare)

A curated of list of IT, computer science, design and business courses with certificates & digital badges to earn upon completion.

Each course on the list is free to take as well as the badge and certificate.

The list is organized as follows:
<ol>
	<li>Course/certificate title</li>
	<li>Course provider/certificate issuer name</li>
	<li>Level of diffculty(Beginner, Intermediate or Professional)</li>
	<li>Course/certificate duration in hours</li>
	<li>Reward(🏅= Digital Badge or 🏆 = Certificate of Completion)</li>
</ol>

Want to contribute to this list?
 
Fork this <a href="https://github.com/PanXProject/awesome-certificates/fork" target="_blank" rel="noopener noreferrer">repo</a>, make the changes on the `readme.md` file and then open a <a href="https://github.com/PanXProject/awesome-certificates/compare" target="_blank" rel="noopener noreferrer">new issue</a>. Make sure to check out both the <a href="https://github.com/PanXProject/awesome-certificates/blob/main/pull_request_template.md" target="_blank" rel="noopener noreferrer">contribution</a> and <a href="https://github.com/PanXProject/awesome-certificates/blob/main/pull_request_template.md" target="_blank" rel="noopener noreferrer">pull request</a> guidelines.

Have ideas on how to improve this list or features you'd like to see?
 
Kindly mention it <a href="https://github.com/PanXProject/awesome-certificates/issues/new?assignees=&labels=&template=feature_request.md&title=%5BFEATURE%5D" target="_blank" rel="noopener noreferrer">here</a> by opening a new issue and we will do our best to address it.

Can't find the certificate you're looking for?
 
Request it <a href="https://github.com/PanXProject/awesome-certificates/issues/new?assignees=&labels=&template=certificate-request.md&title=%5BCERTIFICATE%5D" target="_blank" rel="noopener noreferrer">here</a> and we will find for you.

Something isn't quite right?
 
Report it <a href="https://github.com/PanXProject/awesome-certificates/issues/new?assignees=&labels=&template=bug_report.md&title=%5BBUG%5D" target="_blank" rel="noopener noreferrer">here</a>.

## Contents

- [Artificial Intelligence](#artificial-intelligence)
- [Back-End](#back-end)
- [Big Data](#big-data)
- [Blockchain](#blockchain)
- [Business](#business)
  - [Business Analytics](#business-analytics)
  - [Entrepenuership](#entreprenuership)
  - [Finance](#finance)
  - [Marketing](#marketing)
  - [Professional Development / Communication](#professional-development--communication)
  - [Project Management](#project-management)
  - [Support](#support)
- [Chatbots](#chatbots)
- [Cloud Computing](#cloud-computing)
- [Computer Theories and Concepts](#computer-theories-and-concepts)
- [Databases](#databases)
- [Data Analysis and Visualization](#data-analysis-and-visualization)
- [Data Science](#data-science)
- [Design](#design)
  - [Illustrator](#illustrator)
  - [Photoshop](#photoshop)
- [DevOps](#devops)
- [Electrical Engineering](#electrical-engineering)
- [Front-End](#front-end)
- [Game Development](#game-development)
- [Machine and Deep Learning](#machine-and-deep-learning)
- [Mobile App Development](#mobile-app-development)
  - [Cross-platform Development](#[cross-platform](/@harrisonqian/awesome/wiki/platforms/cross-platform)-development)
  - [Native Development](#native-development)
- [Networking](#networking)
- [Operating Systems](#operating-systems)
- [Programming Languages](#programming-languages)
  - [C](#c)
  - [Cypher](#cypher)
  - [Java](#java)
  - [JavaScript](#javascript)
  - [Python](#python)
  - [R](#r)
- [Robotics and IoT](#[robotics](/@harrisonqian/awesome/wiki/hardware/robotics)-and-iot)
- [Security](#security)
- [Statistics](#statistics)
- [Other [Awesome](/@harrisonqian/awesome/wiki/miscellaneous/awesome) Lists](#other-awesome-lists)

## Artificial Intelligence

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.elementsofai.com/" target="_blank" rel="noopener noreferrer">Elements of AI</a> | University of Helsinki | Beginner |30 | 🏆|
| <a href="https://www.kaggle.com/learn/intro-to-ai-ethics" target="_blank" rel="noopener noreferrer">Intro to AI Ethics</a> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning" target="_blank" rel="noopener noreferrer">Intro to Game AI and Reinforcement Learning</a> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.cloudskillsboost.google/course_templates/536" target="_blank" rel="noopener noreferrer">Introduction to Generative AI</a> | Google Cloud Skills Boost | Intermediate | 0.75 | 🏆 |
| <a href="https://explore.skillbuilder.aws/learn/course/external/view/elearning/17763/foundations-of-prompt-engineering" target="_blank" rel="noopener noreferrer">Foundations of Prompt Engineering</a> | Amazon | Intermediate | 4 | 🏆 |
| <a href="https://explore.skillbuilder.aws/learn/public/learning_plan/view/1909/generative-ai-learning-plan-for-decision-makers" target="_blank" rel="noopener noreferrer">Generative AI for Decision Makers</a> | Amazon | Beginner| 3 | 🏆 |
| <a href="https://www.databricks.com/resources/learn/training/generative-ai-fundamentals" target="_blank" rel="noopener noreferrer">Generative AI Fundamentals</a> | Data Bricks |Beginner|0.5 | 🏅 |
| <a href="https://www.linkedin.com/learning/paths/career-essentials-in-generative-ai-by-microsoft-and-linkedin" target="_blank" rel="noopener noreferrer">Career Essentials in Generative AI</a> | LinkedIn & Microsoft | Beginner| 4.5 | 🏆 |
| <a href="https://www.deeplearning.ai/short-courses/prompt-engineering-for-vision-models/" target="_blank" rel="noopener noreferrer">Prompt Engineering for Vision Models</a> | DeepLearning.AI & Comet | Beginner | 1.5 | 🏅 |
| <a href="https://www.life-global.org/course/423-ai-for-business-professionals" target="_blank" rel="noopener noreferrer">AI for Business Professionals</a> | HP / Life Global | Beginner | 0.5 | 🏆 |
| <a href="https://www.life-global.org/course/391-ai-for-beginners" target="_blank" rel="noopener noreferrer">AI for Beginners</a> | HP / Life Global | Beginner | 0.5 | 🏆 |

## Back-End

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.freecodecamp.org/learn/back-end-development-and-apis/" target="_blank" rel="noopener noreferrer">Back End Development and APIs Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://academy.postman.com/path/postman-api-fundamentals-student-expert/" target="_blank" rel="noopener noreferrer">Postman API Fundamentals Student Expert</a> | Postman |Beginner| 1 | 🏅|
| <a href="https://learn.saylor.org/course/view.php?id=93" target="_blank" rel="noopener noreferrer">CS403: Introduction to Modern Database Systems</a> | Saylor Academy |Professional|42 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/rest_api_intermediate" target="_blank" rel="noopener noreferrer">REST API</a> | HackerRank |Intermediate| 1.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M001/about" target="_blank" rel="noopener noreferrer">MongoDB Basics</a> | MongoDB |Beginner| 8.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M100/about" target="_blank" rel="noopener noreferrer">MongoDB for SQL Pros</a> | MongoDB |Beginner| 2 | 🏆|
| <a href="https://university.mongodb.com/courses/M103/about" target="_blank" rel="noopener noreferrer">MongoDB Cluster Adminstration</a> | MongoDB |Beginner| 9.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M121/about" target="_blank" rel="noopener noreferrer">MongoDB Aggregation Framework</a> | MongoDB |Beginner| 9 | 🏆|
| <a href="https://university.mongodb.com/courses/T101/about" target="_blank" rel="noopener noreferrer">Crafting Conference Abstracts</a> | MongoDB |Beginner| 1.5 | 🏆|
| <a href="https://university.mongodb.com/courses/A300/about" target="_blank" rel="noopener noreferrer">Atlas Security</a> | MongoDB |Beginner| 0.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M201/about" target="_blank" rel="noopener noreferrer">MongoDB Performance</a> | MongoDB |Intermediate| 7 | 🏆|
| <a href="https://university.mongodb.com/courses/M220J/about" target="_blank" rel="noopener noreferrer">MongoDB for Java Developers</a> | MongoDB |Intermediate| 7.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M220JS/about" target="_blank" rel="noopener noreferrer">MongoDB for JavaScript Developers</a> | MongoDB |Intermediate| 6.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M220N/about" target="_blank" rel="noopener noreferrer">MongoDB for .NET Developers</a> | MongoDB |Intermediate| 6.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M220P/about" target="_blank" rel="noopener noreferrer">MongoDB for Python Developers</a> | MongoDB |Intermediate| 6.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M312/about" target="_blank" rel="noopener noreferrer">Diagnostics and Debugging for MongoDB</a> | MongoDB |Professional| 6.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M320/about" target="_blank" rel="noopener noreferrer">MongoDB Data Modeling</a> | MongoDB |Professional| 7 | 🏆|
| <a href="https://www.kaggle.com/learn/intro-to-sql" target="_blank" rel="noopener noreferrer">Intro to SQL</a> | Kaggle | Beginner | 3 | 🏆 |
| <a href="https://www.kaggle.com/learn/advanced-sql" target="_blank" rel="noopener noreferrer">Advanced SQL</a> | Kaggle | Intermediate | 4 | 🏆 |

## Big Data

## Blockchain

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://courses.cfte.education/free-online-blockchain-masterclass/" target="_blank" rel="noopener noreferrer">Blockchain Masterclass</a> | Centre for Finance, Technology and Entrepreneurship |Beginner| - | 🏅|
| <a href="https://learn.saylor.org/course/view.php?id=500" target="_blank" rel="noopener noreferrer">Bitcoin for Developers</a> | Saylor Academy |Beginner| 18 | 🏆|

## Business

### Business Analytics

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://certiprof.com/pages/business-intelligence-foundation-professional-certification-bifpc" target="_blank" rel="noopener noreferrer">Business Intelligence Foundation Professional</a> | CertiProf |Beginner| 1 |🏅|
| <a href="https://www.simplilearn.com/introduction-to-business-analysis-free-course-skillup" target="_blank" rel="noopener noreferrer">Business Analysis Basics</a> | Simplilearn |Beginner| 2 | 🏆 |
| <a href="https://www.simplilearn.com/learn-power-bi-basics-free-course-skillup" target="_blank" rel="noopener noreferrer">Power BI for Beginners</a> | Simplilearn |Beginner| 6 | 🏆 |

### Entreprenuership

### Finance

### Marketing

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://learndigital.withgoogle.com/digitalgarage/course/digital-marketing" target="_blank" rel="noopener noreferrer">Digital Marketing</a> | Google | Beginner | 40 | 🏅 |
| <a href="https://academy.sendinblue.com/course/email-marketing-course-english" target="_blank" rel="noopener noreferrer">Email Marketing</a> | SendinBlue | Beginner | 4 | 🏅 |
| <a href="https://www.life-global.org/course/26-unique-value-proposition" target="_blank" rel="noopener noreferrer">Unique Value Proposition</a> | HP / Life Global | Beginner | 0.5 | 🏆 |
| <a href="https://www.life-global.org/course/27-your-target-audience" target="_blank" rel="noopener noreferrer">Your Target Audience</a> | HP / Life Global | Beginner | 0.5 | 🏆 |
| <a href="https://www.life-global.org/course/30-effective-business-websites" target="_blank" rel="noopener noreferrer">Effective Business Websites</a> | HP / Life Global | Beginner | 0.5 | 🏆 |

### Professional Development / Communication

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.life-global.org/course/414-business-email" target="_blank" rel="noopener noreferrer"> Business Email </a> | HP / Life Global | Beginner | 0.5 | 🏆 |
| <a href="https://www.life-global.org/course/343-introduction-to-digital-business-skills" target="_blank" rel="noopener noreferrer"> Introduction to Digital Business Skills </a> | HP / Life Global | Beginner | 0.5 | 🏆 |
| <a href="https://www.life-global.org/course/427-professional-networking-for-career-growth" target="_blank" rel="noopener noreferrer">Professional Networking for Career Growth</a> | HP / Life Global | Beginner | 0.5 | 🏆 |
| <a href="https://www.life-global.org/course/362-resume-writing-and-job-interviewing" target="_blank" rel="noopener noreferrer"> Resume Writing and Job Interviewing </a> | HP / Life Global | Beginner | 0.5 | 🏆 |
| <a href="https://www.life-global.org/course/13-effective-leadership" target="_blank" rel="noopener noreferrer"> Effective Leadership </a> | HP / Life Global | Beginner | 0.5 | 🏆 |
| <a href="https://www.life-global.org/course/12-effective-presentations" target="_blank" rel="noopener noreferrer"> Effective Presentations </a> | HP / Life Global | Beginner | 0.5 | 🏆 |

### Project Management

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.pmi.org/kickoff" target="_blank" rel="noopener noreferrer">KICKOFF</a> | Project Management Institute | Beginner | 0.75 | 🏅 |
| <a href="https://www.msicertified.com/project-management/project-management-essentials-certified/" target="_blank" rel="noopener noreferrer">Project Management Essentials</a> | Management and Strategy Institute | Beginner | 0.75 | 🏅 |
| <a href="https://www.disasterready.org/free-certificate-project-management" target="_blank" rel="noopener noreferrer">Project Management Essentials</a> | Disaster Ready | Beginner | 5 | 🏅 |
| <a href="https://www.life-global.org/course/380-agile-project-management" target="_blank" rel="noopener noreferrer">Agile Project Management</a> | HP / Life Global | Beginner | 0.5 | 🏆 |

### Support

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://academy.hubspot.com/courses/hubspot-service-software" target="_blank" rel="noopener noreferrer">Service Hub Software Certification </a>| HubSpot | Beginner | 2.1 | 🏆 |
| <a href="https://skillsbuild.org/adult-learners/explore-learning/customer-service-representative" target="_blank" rel="noopener noreferrer">Customer Engagement Fundamentals</a>| IBM / SkillsBuild | Intermediate | 24 | 🏅 |
| <a href="https://www.life-global.org/course/35-customer-relationship-management" target="_blank" rel="noopener noreferrer">Customer Relationship Management</a>| HP / Life Global | Beginner | 1 | 🏅 |
| <a href="https://www.testdome.com/tests/customer-service-test/91" target="_blank" rel="noopener noreferrer">Customer Service Test</a>| Test Dome | Intermediate | 0.15 | 🏆 |
| <a href="https://www.life-global.org/course/390-customer-experience-(cx)-for-business-success" target="_blank" rel="noopener noreferrer">Customer Experience (CX) for Business Success</a>| HP / Life Global | Beginner | 0.5 | 🏆 |

## Chatbots

## Cloud Computing

## Computer Theories and Concepts

## Databases

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://learn.snowflake.com/en/courses/OD-ESS-DWW/" target="_blank" rel="noopener noreferrer">Data Warehousing Workshop</a> | Snowflake |Beginner|6 | 🏅|
| <a href="https://learn.snowflake.com/en/courses/OD-ESS-CMCW/" target="_blank" rel="noopener noreferrer">Collaboration, Marketplace & Cost Estimation Workshop</a> | Snowflake |Beginner|6 | 🏅|
| <a href="https://learn.snowflake.com/en/courses/OD-ESS-DABW/" target="_blank" rel="noopener noreferrer">Data Application Builders Workshop</a> | Snowflake |Beginner|6 | 🏅|
| <a href="https://learn.snowflake.com/en/courses/OD-ESS-DLKW/" target="_blank" rel="noopener noreferrer">Data Lake Workshop</a> | Snowflake |Beginner|6 | 🏅|
| <a href="https://learn.snowflake.com/en/courses/OD-ESS-DNGW/" target="_blank" rel="noopener noreferrer">Data Engineering Workshop</a> | Snowflake |Beginner|6 | 🏅|
| <a href="https://learn.snowflake.com/en/courses/OD-ESS-DSCW/" target="_blank" rel="noopener noreferrer">Data Science Workshop</a> | Snowflake |Beginner|6 | 🏅|

## Data Analysis and Visualization

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://cognitiveclass.ai/courses/data-analysis-python" target="_blank" rel="noopener noreferrer">Data Analysis with Python</a> | IBM / Cognitive Class |Intermediate|3 | <a href="https://www.youracclaim.com/org/ibm/badge/data-analysis-using-python" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://www.freecodecamp.org/learn/data-analysis-with-python/" target="_blank" rel="noopener noreferrer">Data Analysis with Python Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://cognitiveclass.ai/courses/data-visualization-with-python" target="_blank" rel="noopener noreferrer">Data Visualization with Python</a> | IBM / Cognitive Class |Intermediate|3 | <a href="https://www.youracclaim.com/org/ibm/badge/data-visualization-using-python" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/data-visualization-with-r/" target="_blank" rel="noopener noreferrer">Data Visualization with R</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/data-visualization-with-r" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://www.freecodecamp.org/learn/data-visualization/" target="_blank" rel="noopener noreferrer">Data Visualization Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://www.kaggle.com/learn/data-visualization" target="_blank" rel="noopener noreferrer">Data Visualization</a> | Kaggle | Beginner | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/data-cleaning" target="_blank" rel="noopener noreferrer">Data Cleaning</a> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.life-global.org/course/344-data-science-and-analytics" target="_blank" rel="noopener noreferrer"> Data Science & Analytics </a> | HP / Life Global | Beginner | 0.5 | 🏆|

## Data Science

## Design

### Illustrator

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_select_shapes" target="_blank" rel="noopener noreferrer">How to Select shapes in Illustrator</a> | UMaine New Media | Beginner| 0.11 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_create_shapes" target="_blank" rel="noopener noreferrer">How to Create shapes in Illustrator</a> | UMaine New Media | Beginner| 0.11 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_wrap_shapes" target="_blank" rel="noopener noreferrer">How to Wrap shapes in Illustrator</a> | UMaine New Media | intermediate| 0.11 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_manage_color" target="_blank" rel="noopener noreferrer">Manage color in Illustrator</a> | UMaine New Media | Beginner| 0.11 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_apply_strokes_fills" target="_blank" rel="noopener noreferrer">Apply strokes and fills in Illustrator</a> | UMaine New Media | Beginner| 0.1 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_apply_gradient" target="_blank" rel="noopener noreferrer">Apply gradient in Illustrator</a> | UMaine New Media | intermediate| 0.1 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?make_infographic_illustrator_1" target="_blank" rel="noopener noreferrer">How to make an Infographic in Illustrator 1</a> | UMaine New Media | Beginner| 0.22 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?make_infographic_illustrator_2" target="_blank" rel="noopener noreferrer">How to make an Infographic in Illustrator 2</a> | UMaine New Media | Beginner| 0.2 | 🏅 |

### Photoshop

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.mindluster.com/certificate/1568/Adobe-Photoshop" target="_blank" rel="noopener noreferrer">Adobe Photoshop</a> | Mind Luster |Beginner| 1.4 | 🏆 |
| <a href="https://tutorials.nmdprojects.net/play.html?photoshop_erase_shape" target="_blank" rel="noopener noreferrer">How to Erase a shape in Photoshop</a> | UMaine New Media | intermediate| 0.13 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?photoshop_select_shape" target="_blank" rel="noopener noreferrer">How to Select a shape in Photoshop</a> | UMaine New Media | intermediate| 0.1 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?photoshop_insert_shape" target="_blank" rel="noopener noreferrer">How to Insert a shape in Photoshop</a> | UMaine New Media | intermediate| 0.1 | 🏅 |

## DevOps

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://cognitiveclass.ai/learn/containers-k8s-and-istio-on-ibm-cloud" target="_blank" rel="noopener noreferrer">Containers, K8s and Istio on IBM cloud</a> | IBM / Cognitive Class |Beginner|9 | <a href="https://www.youracclaim.com/org/ibm/badge/containers-k8s-and-istio-on-ibm-cloud" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/docker-essentials" target="_blank" rel="noopener noreferrer">Docker Essentials</a> | IBM / Cognitive Class |Beginner|4 | <a href="https://www.youracclaim.com/org/ibm/badge/docker-essentials-a-developer-introduction" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/kubernetes-course" target="_blank" rel="noopener noreferrer">Introduction to Containers, Kubernetes, and OpenShift</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/containers-kubernetes-essentials" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cloud.layer5.io/academy/certifications/c5ada327-8a58-4c8a-b9fa-51b95696488c/certified-meshery-contributor" target="_blank" rel="noopener noreferrer">Certified Meshery Contributor</a> | Meshery |Beginner|2.5 | <a href="https://www.cncf.io/blog/2025/10/27/announcing-the-certified-meshery-contributor-cmc/" target="_blank" rel="noopener noreferrer">🏅</a>|

## Electrical Engineering

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.open.edu/openlearn/science-maths-technology/an-introduction-electronics/" target="_blank" rel="noopener noreferrer">Introduction to Electronics</a>| Open University | Intermediate| 10 | 🏆 |
| <a href="https://www.open.edu/openlearn/science-maths-technology/electronic-applications/" target="_blank" rel="noopener noreferrer">Electronic Applications</a>| Open University | Intermediate| 10 | 🏆 |
| <a href="https://www.academyeurope.org/courses/engineering-technology/embedded-systems-computer-course/" target="_blank" rel="noopener noreferrer">Embedded Systems</a> | Academy Europe |Intermediate| 30 |🏆|
| <a href="https://www.mindluster.com/certificate/2234" target="_blank" rel="noopener noreferrer">Embedded Systems ES</a> | Mind Luster |Intermediate|8 | 🏆|

## Front-End

## Game Development

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://learn.unity.com/pathway/unity-essentials" target="_blank" rel="noopener noreferrer">Unity Essentials</a> | Unity | Beginner | 336 | <a href="https://www.credly.com/org/unity/badge/unity-essentials-pathway" target="_blank" rel="noopener noreferrer">🏅</a> |
| <a href="https://learn.unity.com/pathway/junior-programmer" target="_blank" rel="noopener noreferrer">Junior Programmer</a> | Unity | Beginner | 2000 | <a href="https://www.credly.com/org/unity/badge/unity-junior-programmer" target="_blank" rel="noopener noreferrer">🏅</a>
| <a href="https://learn.unity.com/pathway/creative-core" target="_blank" rel="noopener noreferrer">Creative Core</a> | Unity | Beginner | 1680 | <a href="https://www.credly.com/org/unity/badge/unity-creative-core" target="_blank" rel="noopener noreferrer">🏅</a>
| <a href="https://learn.unity.com/pathway/vr-development" target="_blank" rel="noopener noreferrer">VR Development</a> | Unity | Beginner | 1000 | <a href="https://www.credly.com/org/unity/badge/unity-vr-development" target="_blank" rel="noopener noreferrer">🏅</a>
| <a href="https://learn.unity.com/pathway/mobile-ar-development" target="_blank" rel="noopener noreferrer">Mobile AR Development</a> | Unity | Beginner | 1344 | <a href="https://www.credly.com/org/unity/badge/unity-mobile-ar-development" target="_blank" rel="noopener noreferrer">🏅</a>

## Machine and Deep Learning

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://cognitiveclass.ai/courses/introduction-deep-learning" target="_blank" rel="noopener noreferrer">Deep Learning Fundamentals</a> | IBM / Cognitive Class |Intermediate|3 | <a href="https://www.youracclaim.com/org/ibm/badge/deep-learning-essentials" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/deep-learning-tensorflow" target="_blank" rel="noopener noreferrer">Deep Learning with TensorFlow</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/deep-learning-using-tensorflow" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/machine-learning-with-python/" target="_blank" rel="noopener noreferrer">Machine Learning with Python</a> | IBM / Cognitive Class |Beginner|20 | <a href="https://www.youracclaim.com/org/ibm/badge/machine-learning-with-python-level-1" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://www.freecodecamp.org/learn/machine-learning-with-python/" target="_blank" rel="noopener noreferrer">Machine Learning with Python Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://www.kaggle.com/learn/intro-to-machine-learning" target="_blank" rel="noopener noreferrer">Intro to Machine Learning</a> | Kaggle | Beginner | 3 | 🏆 |
| <a href="https://www.kaggle.com/learn/intermediate-machine-learning" target="_blank" rel="noopener noreferrer">Intermediate Machine Learning</a> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/machine-learning-explainability" target="_blank" rel="noopener noreferrer">Machine Learning Explainability</a> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/intro-to-deep-learning" target="_blank" rel="noopener noreferrer">Intro to Deep Learning</a> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/time-series" target="_blank" rel="noopener noreferrer">Time Series</a> | Kaggle | Intermediate | 5 | 🏆 |
| <a href="https://www.kaggle.com/learn/feature-engineering" target="_blank" rel="noopener noreferrer">Feature Engineering</a>| Kaggle | Intermediate | 5 | 🏆 |
| <a href="https://www.kaggle.com/learn/computer-vision" target="_blank" rel="noopener noreferrer">Computer Vision</a> | Kaggle | Intermediate | 4 | 🏆 |

## Mobile App Development

### Cross-platform Development

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://developers.google.com/learn/pathways/intro-to-flutter" target="_blank" rel="noopener noreferrer">Intro to Flutter</a> | Google | Beginner | 0.2 | 🏅 |
| <a href="https://codehs.com/playlist/hour-of-code-3111" target="_blank" rel="noopener noreferrer">React Native</a> | CodeHS | Beginner | 1 | 🏅 |
| <a href="https://cursa.app/en/free-online-courses/react-native" target="_blank" rel="noopener noreferrer">React Native for Beginners</a> | Cursa | Beginner | 5 | 🏆 |
| <a href="https://tutorials.nmdprojects.net/play.html?react_native_html_to_jsx" target="_blank" rel="noopener noreferrer">React Native HTML to JSX</a> | Umaine New Media | Intermediate | 0.2 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?react_native_css_to_jsx" target="_blank" rel="noopener noreferrer">React Native CSS to JSX</a> | Umaine New Media | Intermediate | 0.2 | 🏅 |

### Native Development

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://codered.eccouncil.org/course/android-bug-bounty-hunting-hunt-like-a-rat" target="_blank" rel="noopener noreferrer">Android Bug Bounty Hunting: Hunt Like a Rat</a> | EC-Council | Beginner | 1 | 🏆 |
| <a href="https://developers.google.com/profile/badges/tier/courses/android/android-development-with-kotlin" target="_blank" rel="noopener noreferrer">Android App Development with Kotlin</a> | Google | Intermediate | 20 | 🏅 |

## Networking

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.netacad.com/courses/networking/networking-essentials" target="_blank" rel="noopener noreferrer">Networking Essentials</a> | Cisco Networking Academy | Intermediate | 70 | <a href="https://www.youracclaim.com/org/cisco/badge/networking-essentials" target="_blank" rel="noopener noreferrer">🏅</a> |
| <a href="https://learn.saylor.org/course/view.php?id=790" target="_blank" rel="noopener noreferrer">CS402: Computer Communications and Networks</a> | Saylor Academy | Intermediate | 60 | 🏆 |

## Operating Systems

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.netacad.com/courses/os-it/ndg-linux-unhatched" target="_blank" rel="noopener noreferrer">NDG Linux Unhatched</a>| Cisco Networking Academy |Beginner| 8 | 🏆 |
| <a href="https://www.netacad.com/courses/os-it/ndg-linux-essentials" target="_blank" rel="noopener noreferrer">NDG Linux Essentials</a> | Cisco Networking Academy |Intermediate| 70 |🏆|
| <a href="https://learn.saylor.org/course/view.php?id=94" target="_blank" rel="noopener noreferrer">CS401: Operating Systems</a> | Saylor Academy |Professional|120 | 🏆|

## Programming Languages

### C

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://learn.saylor.org/course/view.php?id=65" target="_blank" rel="noopener noreferrer">CS107: C++ Programming</a> | Saylor Academy |Professional|40 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/c_sharp_basic" target="_blank" rel="noopener noreferrer">C#</a> | HackerRank |Beginner| 1 | 🏆|
| <a href="https://www.freecodecamp.org/learn/foundational-c-sharp-with-microsoft" target="_blank" rel="noopener noreferrer">Foundational C# with Microsoft</a> | freeCodeCamp |Beginner| 35 | 🏆|

### Cypher

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://memgraph.com/learn-cypher-query-language" target="_blank" rel="noopener noreferrer">Cypher Query Language</a> | Memgraph |Beginner|1 | 🏅|

### Java

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.hackerrank.com/skills-verification/java_basic" target="_blank" rel="noopener noreferrer">Java</a> | HackerRank |Beginner| 1 | 🏆|

### JavaScript

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/" target="_blank" rel="noopener noreferrer">JavaScript Algorithms and Data Structures Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/javascript_basic" target="_blank" rel="noopener noreferrer">JavaScript</a> | HackerRank |Beginner| 1.5 | 🏆|

### Python

| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|

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*truncated — [full list on GitHub](https://github.com/PanXProject/awesome-certificates)*