# 🏫 免費課程

## 🏅 Badge
> 用來發行、驗證及展示數位徽章和專業成就的數位平台
1. Credly - https://www.credly.com/earner/earned
1. Open Badge Passport - https://openbadgepassport.com/

## 🀄 中文
1. Ewant - 育網開放教育平臺 - https://www.ewant.org
1. OpenEdu - 中華開放教育平台 - https://www.openedu.tw

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## 🔤 英文
1. Coursera - https://www.coursera.org
1. edX - https://www.edx.org
1. Udemy - https://www.udemy.com

### `Coursera`
> 非學位課程可以申請**獎助學金（Financial aid）**，上課免費、證書免費。
> Stanford 創立，裡面的開課單位非常多元，從知名大學（Duke、台大）到企業（IBM、Google 等...）都有，內容稍微學術也比較系統化一點，適合深入學習特定主題。

- https://www.coursera.org

1. 申請**獎助學金**（提出申請後約 2 週左右會寄送審核通過的信），以下是須填的內容（使用英文 150 字）
- 收入填寫 $0（學生時期都是填 0，不知道填實際收入會不會影響到獎助學金的申請）
- 動機（Reason you applied for aid）
- 未來展望（How will your selected course help with your goals）
1. Reset Deadline
1. Certificate of Completion

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### `edX`
> 印象中旁聽免費、證書要錢
> Harvard & MIT 的公開課平台
- https://www.edx.org

### `Udemy`
> 上課要錢、但是常常打折打到骨折，有專門的社團在分享折扣碼
- [StudyCamp 台灣線上學習論壇](https://vip.studycamp.tw/c/udemy/udemy-free-coupon-code/)

## 🏛️ 官方
1. AWS - Skill Builder - https://explore.skillbuilder.aws
1. IBM - COGNITIVE-CLASS-AI - https://cognitiveclass.ai
1. Microsoft - Microsoft Virtual Training Days - https://mvtd.events.microsoft.com/Azure
1. MongoDB - https://university.mongodb.com
1. JetBrains - Academy - https://blog.jetbrains.com/education
1. NVIDIA - Deep Learning Institute - https://www.nvidia.com/en-us/training
<!-- 1. Google -->

### `Oracle`
- Oracle University - https://education.oracle.com

### `MongoDB`
> NoSQL 資料庫
- https://university.mongodb.com

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### `Microsoft`
- https://mvtd.events.microsoft.com/Azure
- Generative AI for Beginners - https://github.com/microsoft/generative-ai-for-beginners
- Microsoft Learn - https://docs.microsoft.com/en-us/learn/browse/?terms=python&levels=intermediate

### `Google`
- 數位行銷基礎知識完整版 - https://learndigital.withgoogle.com/digitalgarage-tw/course/digital-marketing
- [2021] 600+ Google Free Certificates and Badges - https://www.classcentral.com/report/google-free-certificates

### `IBM`
- https://cognitiveclass.ai
- IBM SkillsBuild for Students - https://students.yourlearning.ibm.com
- Data Analysis with Python - https://cognitiveclass.ai/courses/data-analysis-python

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### `AWS`
- https://explore.skillbuilder.aws
- AWS training and certification - https://www.aws.training/LearningLibrary?query=&filters=SkillLevel%3A6%20Domain%3A30%20Language%3A19&from=0&size=15&sort=_score

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### `JetBrain`
<!-- > 沒上過 -->
- https://blog.jetbrains.com/education/

### `NVIDIA`
- https://www.nvidia.com/en-us/training

### `Stanford`
- Stanford Lagunita - https://lagunita.stanford.edu
- Stanford Online - https://www.youtube.com/@stanfordonline/playlists

### `INTEL`
- Intel AI Courses - https://software.intel.com/content/www/us/en/develop/topics/ai/training/courses.html
- Intel Courses - https://www.classcentral.com/institution/intel?certificate=true&free=true

## 🔀 其它
1. [jovian](https://jovian.ai/learn)
1. [freecodecamp](https://www.freecodecamp.org/learn/machine-learning-with-python/#tensorflow)
1. [philanthropy](https://courses.philanthropyu.org/courses)
1. [Test Automation University](https://testautomationu.applitools.com/)
1. [sololearn](https://www.sololearn.com/learning)
1. [khanacademy](https://www.khanacademy.org/computing/computer-science/algorithms)
1. [skillup](https://skillup.online/)
1. [GeeksforGeeks](https://www.geeksforgeeks.org/machine-learning/?ref=shm)
1. [OpenEDG Academy Program (OAP)](https://pythoninstitute.org/openedg-academy-program/)
1. [greatlearning](https://www.mygreatlearning.com/academy/learn-for-free/courses/machine-learning-with-python)
1. [badgr](https://info.badgr.com/features-and-pricing.html)
1. [Tidy Data in Python Mini-Course](https://www.datacamp.com/community/open-courses/tidy-data-in-python-mini-course)
1. [Ethics of AI](https://ethics-of-ai.mooc.fi/)
1. [Elements of AI](https://course.elementsofai.com/)
1. [Introduction to Statistics for Data Science](https://www.classcentral.com/course/opensap-introduction-to-statistics-for-data-science-17229)
1. [upGrade](https://www.upgrad.com/cn/free-courses/)
1. [stepik](https://stepik.org/catalog/search?cert=true&free=true&lang=en&next=)
1. [Future learn](https://www.futurelearn.com/courses?filter_category=17&filter_course_type=sponsored&filter_availability=open)
1. [lambda test](https://www.lambdatest.com/certifications/)
1. [Learn Python for Data Science](https://courses.analyticsvidhya.com/courses/introduction-to-data-science?utm_source=Blog&utm_medium=Announcement&utm_campaign=CertificateAnnouncement)
1. [Getting Started with Neural Networks](https://courses.analyticsvidhya.com/courses/getting-started-with-neural-networks?utm_source=Blog&utm_medium=Announcement&utm_campaign=CertificateAnnouncement)
1. [Getting started with Decision Trees](https://courses.analyticsvidhya.com/courses/getting-started-with-decision-trees?utm_source=Blog&utm_medium=Announcement&utm_campaign=CertificateAnnouncement)
1. [Introduction to Natural Language Processing](https://courses.analyticsvidhya.com/courses/Intro-to-NLP?utm_source=Blog&utm_medium=Announcement&utm_campaign=CertificateAnnouncement)
1. [Machine Learning Certification Course for Beginners](https://courses.analyticsvidhya.com/courses/Machine-Learning-Certification-Course-for-Beginners?utm_source=blog&utm_medium=announcement_article)
1. [Introduction to Data Science](https://alison.com/course/introduction-to-data-science-revised)
1. [Data Analytics Certification Course](https://www.shawacademy.com/courses/technology/online-data-analytics-course/)
1. [CS50's Introduction to Artificial Intelligence with Python](https://www.edx.org/course/cs50s-introduction-to-artificial-intelligence-with-python?index=product&queryID=45bf7efd49ad7b466f04229e8315a9ef&position=2)
1. [Free Python program from Zero to Hero](https://es.letsupgrade.in/python/?utm_source=Website+Banner&utm_medium=ES-pythonzh-WB&utm_campaign=ES-pythonzh-WB?ref=ES-pythonzh-WB)

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# 參考資料
## Website(certificate)
1. [60 Best FREE Online Courses with Certificates in 2021](https://www.guru99.com/free-online-course-with-certificate.html)
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1. [[2021] Massive List of Thousands of Free Certificates and Badges](https://www.classcentral.com/report/free-certificates/)
1. [class central](https://www.classcentral.com/subjects)
1. [10 Best Software Testing Certifications To Take In 2021](https://www.lambdatest.com/blog/10-best-software-testing-certifications-2021/)

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