Course taught at Duke MIDS, Spring 2020-2022 by Noah Gift.
- This is the course syllabus.
- These are the projects in the course
- This the week by week calendar
- This is the rubric for grading assignments
- This is the grading for the course
- This is the FAQ
- A complete online book with screencast videos is available here.
- Coursera Course, Building Cloud Computing Solutions at Scale Specialization, can be found here: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale
GPT 3:
- Book: https://learning.oreilly.com/library/view/gpt-3/9781098113612/
- Interview: https://learning.oreilly.com/videos/52-weeks-of/021822022VIDEOPAIML/
- Shubham Saboo
- Sandra Kublik
These resources could be helpful before starting this course.
- Lesson 1: Create and Use .bashrc
- Lesson 2: Sourcing shell variables from a script
- Lesson3: Using stdout and stdin
- Lesson 1: Build a for loop in Bash
- Lesson 2: Truncate large files with Bash
- Lesson 3: Building a command-line tool for data processing
- Lesson 4: Build Bash CLI with options
- Lesson 1: Understand the search commands
- Lesson 2: Setting permissions
- Lesson 3: Using regex to process text from file
- Lesson 4: Search the filesystem with find
Course4: Building Data Engineering Solutions with Python for Web Applications, Command-Line Tools and Notebooks
These resources could be helpful after starting this course.
- Practice Markdown
- Github Actions-Pytest
- Google App Engine Continuous Delivery
- Hello World Flask
- Hugo Continuous Delivery on AWS
- Lint Dockerfile
- [Flask Change Microservice]
Read Cloud Computing for Data Book
Free book Developing-on-AWS-with-CSharp
- Take the Specialization
- Cloud Computing Foundations
- Cloud Virtualization, Containers and APIs
- Cloud Data Engineering
- Cloud Machine Learning Engineering and MLOps
The text and code content of notebooks and documents is released under the CC-BY-NC-ND license
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent