Recommendation of online courses
2022, Jun 12
This list shows online courses categorized by topics. I highly recommend to take them, and you can access the courses for free.
Machine Learning
- Machine Learning by Andrew Ng
- Deep Learning Zero To All: TensorFlow by Sung Kim
- Deep Learning Zero To All: PyTorch by Sung Kim
Natural Language Proceesing
Internet of Things
- Introduction to the Internet of Things and Embedded Systems by Ian Harris
- The Arduino Platform and C Programming by Ian Harris
- Interfacing with the Arduino by Ian Harris
- The Raspberry Pi Platform and Python Programming for the Raspberry Pi by Ian Harris
- Interfacing with the Raspberry Pi by Ian Harris
- Do it! 키트 없이 배우는 아두이노 by 메이커멘토
Semantic Web
- Web of Data by Catherine Faron Zucker et al.
- Knowledge Graphs by Harald Sack & Mehwish Alam
- Building Ontologies for Knowledge Discovery by Heather Hedden & James Morris
Use Case
- What is a Use Case
- Use Cases, Ten Years Later
- Functional and Nonfunctional Requirements: Specification and Types
- Top Ten Use Case Mistakes
Writing Skill
Parametric Design tools
- 라이노 6.0 기본 튜토리얼 by 디지트
- 그래스호퍼 기본 튜토리얼 by 디지트
- Grasshopper Speed Modeling by DIGIT
- 라이노 그라스하퍼 C# 디자인 스크립팅 by Namjoo Lee
Web Development
- WEB1-HTML&Internet by 생활코딩
- WEB2-Node.js by 생활코딩
- WEB3-Express by 생활코딩
- jQeury by 생활코딩
- Front-End Web UI Frameworks and Tools: Bootstrap 4 by Jogesh K. Muppala
- Front-End Web Development with React by Jogesh K. Muppala
- Server-side Development with NodeJS, Express and MongoDB by Jogesh K. Muppala