Agile Practices Using AI
1h 36mIntermediate2024-06-25
Authors
Noah Gift
MLOps Expert | Solopreneur | Author | Adjunct Professor | CTO
Course details
In this course, MLOps expert Noah Gift explores the integration of Agile practices with Artificial Intelligence (AI) to streamline software development processes and improve productivity. Learn about the Five Whys technique, pragmatic Agile, and incorporating Trello into your workflows. Explore anti-patterns, as well as effective critical thinking, triple threat, and technical teamwork. Dive into AIOps, prompt engineering, pair programming, and much more. By combining the principles of Agile and the capabilities of AI, you can unlock new levels of efficiency and innovation.
Skills covered
Agile Project ManagementArtificial Intelligence for BusinessProject ManagementBusiness Analysis and StrategyOne-Off
Concepts
1. Agile Practices Using AI
- 01 - Course introduction
- 02 - Waterfall model
- 03 - Playground plant
- 04 - Five Whys technique
- 05 - Productivity techniques
- 06 - Pragmatic Agile
- 07 - Effective technical discussions - Introduction
- 08 - Trello
- 09 - Planning with spreadsheets
- 10 - Anti-patterns
- 11 - Effective technical discussions - Technical demo
- 12 - Demo videos
- 13 - Effective critical thinking
- 14 - Effective triple threat
- 15 - Effective technical teamwork - Introduction
- 16 - Effective technical teamwork
- 17 - Introduction effective technical project management
- 18 - Developing effective technical project management
- 19 - AIOps
- 20 - Diagram - Prompt engineering
- 21 - Summarizing text with Claude
- 22 - AI pair programming - Paradigm shift
- 23 - AWS CodeWhisperer for Rust
- 24 - Serverless Bedrock diagram
- 25 - Bedrock knowledge agent with RAG
- 26 - Building blocks for generative AI with WhisperCPP (RAW)