AI: Agile with AI by Edx
Revolutionize your software development with generative AI. Learn to harness AI pair programming, prompt engineering, and DevOps best practices for unparalleled productivity and innovation.
Course Highlights
- Defining generative AI and its software development applications
- Applying prompt engineering to guide AI model outputs
- Understanding few-shot learning for teaching AI models new tasks
- Utilizing AI pair programming tools for enhanced productivity
- Integrating generative AI with DevOps best practices
Skills you will learn!
Curriculum
11 Topics
Meet your instructors (Lesson)
Course Introduction (Video 1m 23s)
Instructor Background: Noah Gift (Reading 1m)
Connect with your instructors (Reading 1m)
Course structure and etiquette (Reading 1m)
Meet and Greet (optional) (Discussion Prompt 1m)
An Economic Framework for Understanding Artificial Intelligence (Lesson)
Key Terms (Reading 10m)
White House Framework 2024 for Understanding AI (Reading 10m)
Quiz-Understanding AI (Assignment 10m)
Lesson Reflection (Reading 10m)
26 Topics
Historical Origins of Agile-Waterfall Planning (Lesson)
Key Terms (Reading 10m)
Building a Playground vs Growing a Plant (Video 1m 58s)
Waterfall Planning (Video 2m 25s)
Ford Motor Company Long Beach Assembly Plant (Reading 10m)
Origins of Waterfall-Managing the Development of Large Software Systems (Reading 10m)
The Mythical Man-Month: Essays on Software Engineering (Reading 10m)
Design and Acquisition of Software for Defense Systems (Reading 10m)
Lesson Reflection (Reading 10m)
Historical Origins of Agile-Toyota Way (Lesson)
Key Terms (Reading 10m)
Five Whys (5 Whys) (なぜなぜ分析 - Naze Naze Bunseki) (Video 4m 7s)
The 14 principles of the Toyota way: An executive summary of the culture behind TPS (Reading 10m)
Muda: Seven Types of Waste (Muda) (Reading 10m)
Kaizen- Continuous Improvement (Reading 10m)
Lesson Reflection (Reading 10m)
Foundational Agile Concepts (Lesson)
Key Terms (Reading 10m)
Pragmatic Agile (Video 2m 42s)
Productivity Techniques (Video 4m 32s)
State of Agile Report (Reading 10m)
Atlassian Agile Project Management: Scrum and Kanban (Reading 10m)
Coursera: Scrum vs Kanban (Reading 10m)
Coursera: What is Agile? (Reading 10m)
Lesson Reflection (Reading 10m)
Quiz-Agile Concepts (Assignment 10m)
33 Topics
Effective Technical Discussions (Lesson)
Key Terms (Reading 10m)
Introduction to Technical Discussions (Video 1m 46s)
Technical Discussions with Markdown GitHub and Jupyter/Colab (Video 10m 50s)
Creating Technical Demo Videos (Video 1m 41s)
Effective Critical Thinking (Video 5m 10s)
Effective Technical Triple Threat (Video 2m 47s)
Effective Technical Discussions (Reading 10m)
Create Markdown in Jupyter (Ungraded Lab 1h)
Reproducible Technical Discussion (Discussion Prompt 10m)
Lesson Reflection (Reading 10m)
Effective Technical Teamwork (Lesson)
Key Terms (Reading 10m)
Introduction to Effective Technical Teamwork (Video 37s)
Effective Technical Teamwork (Video 6m 3s)
Team Performance Analysis (Discussion Prompt 10m)
Lesson Reflection (Reading 10m)
Effective Technical Project Management (Lesson)
Key Terms (Reading 10m)
Introduction to Technical Project Management (Video 2m 3s)
Effective Technical Project Management (Video 5m 29s)
Ticket Tracking with Trello (Video 4m 31s)
Project Planning with Spreadsheets (Video 5m 1s)
Project Management Anti-Patterns (Video 5m)
Effective Technical Project Management (Reading 10m)
Agile vs. Waterfall Planning (Discussion Prompt 10m)
Unit Testing (Ungraded Lab 1h)
Lesson Reflection (Reading 10m)
Applied Practice: Developing a Project Plan (Lesson)
Project Plan for Course 1 Project (Reading 10m)
Course 1 Project Plan (Discussion Prompt 1h)
Graded Quiz (Lesson)
Graded Quiz - Technical Communication (Assignment 3h)
12 Topics
Untitled Lesson (Lesson)
Key Terms (Reading 10m)
AIOps (Video 1m 53s)
Generative AI Use Cases (Reading 10m)
Forms of Waste (Muda) with AI (Reading 10m)
AI Pair Programming Paradigm Shift (Video 3m 5s)
Diagram Prompt Engineering (Video 3m 47s)
Use CodeWhisperer (Amazon Q) for Rust (Video 7m 47s)
Summarize Old Man and the Sea (Video 5m 28s)
Building Blocks of GenAI with Whisper.cpp (Video 2m 51s)
Lesson Reflection (Reading 10m)
Untitled (Assignment 3h)
7 Topics
Untitled Lesson (Lesson)
Cargo Cult Science (Reading 10m)
Cargo Cult Agile (Reading 10m)
The Perils of Cargo Cult Procedure Compliance (Reading 10m)
Real World Management (Reading 10m)
Course Reflection (Reading 10m)
Next Steps (Reading 1m)
AI: Agile with AI
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