From the course: Agile Practices Using AI
Course introduction
From the course: Agile Practices Using AI
Course introduction
Hi, my name is Noah Gift and I'm your instructor for this course. A little bit about my background. I teach in the AI PI program, as well as the Data Science program at Duke. I've taught at many different universities, including Duke, Northwestern, and UC Davis, and I've also had a lot of industry experience, as well as the author of ten books. The topic for this particular course is pretty exciting because it's about taking Agile, which is a very important topic, you know, automating, moving quickly with Agile, but then enhancing it with AI. So really, the takeaway here is that Agile is a foundational component to implement AI and organizations. I think if you get into trying to use AI without using Agile, you're not going to be using it at the most effective level. And so, this course really tells you about the history of Agile, tells you about some Agile techniques, including, you know, using technical communication. And then once you've got all those basics down, then you can actually apply the AI to enhance what you're doing. So really, you can think of AI as an enhancement of what is already been happening for, you know, centuries now, which is this concept of continuous improvement. AI is just the latest iteration of this continuous improvement or Kaizen philosophy. And so let's go ahead and get started and teach you the foundations of Agile for AI.
Practice while you learn with exercise files
Download the files the instructor uses to teach the course. Follow along and learn by watching, listening and practicing.
Contents
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Course introduction1m 23s
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Waterfall model2m 25s
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Playground plant1m 58s
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Five Whys technique4m 6s
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Productivity techniques4m 32s
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Pragmatic Agile2m 42s
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Effective technical discussions: Introduction1m 39s
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Trello4m 23s
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Planning with spreadsheets4m 52s
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Anti-patterns4m 52s
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Effective technical discussions: Technical demo10m 41s
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Demo videos1m 33s
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Effective critical thinking5m 2s
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Effective triple threat2m 42s
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Effective technical teamwork: Introduction29s
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Effective technical teamwork5m 56s
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Introduction effective technical project management1m 56s
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Developing effective technical project management5m 23s
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AIOps1m 53s
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Diagram: Prompt engineering3m 47s
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Summarizing text with Claude5m 28s
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AI pair programming: Paradigm shift3m 5s
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AWS CodeWhisperer for Rust7m 47s
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Serverless Bedrock diagram2m 28s
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Bedrock knowledge agent with RAG2m 6s
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Building blocks for generative AI with WhisperCPP (RAW)2m 51s
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