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Agile With AI

本课程是 Rust for Data Engineering 专项课程的一部分

位教师：Noah Gift

包含在中

了解更多

5个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

1 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

5个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

1 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

您将学到什么

Adapt agile ceremonies to your team's actual workflow — drop the rituals that don't generate value, keep the ones that shorten feedback loops
Apply pragmatic project-management patterns using Trello and spreadsheets — small-batch work, lightweight artifacts, weekly cadence, blameless retros
Integrate AI workflows into engineering practice — diagram prompt engineering, summarization with Claude, AI pair programming
Recognize and avoid the project-management anti-patterns that produce ticket-shaped work and status theater

您将获得的技能

您将学习的工具

要了解的详细信息

可分享的证书

添加到您的领英档案

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Rust for Data Engineering 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有5个模块

This course pairs pragmatic agile method with AI-assisted engineering practice. Across five modules you trace the historical arc from waterfall to agile, internalize the playground-vs-plant mental model, learn root-cause analysis via the five-whys habit, sharpen technical communication and demos, structure project management with the lightest possible artifacts (Trello and spreadsheets over heavy tools), and apply AI workflows — diagram prompt engineering, summarization with Claude, AI pair programming, AWS CodeWhisperer for Rust, Bedrock-backed serverless architectures, RAG with Bedrock Knowledge Bases, and local speech-to-text with whisper.cpp. By the end you can adapt agile to your team rather than the other way around, recognize the anti-patterns that turn ceremonies into theater, and integrate AI tooling into a development loop that ships rather than just demos. Pragmatic, opinionated, and grounded in named patterns rather than methodology cargo-cult.

单元详情

Welcome to Agile With AI. This module orients you to the course goals, structure, and how to get the most out of the lessons ahead. You'll meet your instructor, preview the journey from foundational Agile principles through hands-on AI-assisted project workflows, and set expectations for the practical skills you'll build along the way.

涵盖的内容

1个视频2篇阅读材料

Before learning what Agile is, you need to understand what it isn't. This module compares the traditional Waterfall methodology with Agile thinking, then walks through a concrete planning exercise — building a playground — to show how iterative, feedback-driven planning works in practice. You'll see why rigid up-front specifications fail in modern software contexts and how Agile addresses those failures.

涵盖的内容

2个视频4篇阅读材料

Agile is more than a methodology — it's a mindset for navigating uncertainty. This module dives into the pragmatic application of Agile principles, including sprint planning, retrospectives, and the Five Whys technique for root-cause analysis. You'll also explore how AI tools can amplify team productivity within an Agile workflow.

涵盖的内容

3个视频6篇阅读材料

The largest module of the course. Strong technical communication is the connective tissue of effective Agile teams. This module covers giving and receiving feedback, running productive technical discussions, structuring effective meetings, applying DevOps principles, and using project management tools like Trello and spreadsheets. You'll also learn to recognize and avoid common project management anti-patterns.

涵盖的内容

12个视频24篇阅读材料

12个视频总计49分钟

Effective Tech Discussions: Intro2分钟
Technical Demo11分钟
Demo Videos2分钟
Effective Critical Thinking5分钟
Effective Triple Threat3分钟
Effective Technical Teamwork: Intro0分钟
Effective Technical Teamwork6分钟
Project Management: Intro2分钟
Technical Project Management5分钟
Project Management with Trello4分钟
Planning with Spreadsheets5分钟
Project Management Anti-Patterns5分钟

24篇阅读材料总计240分钟

Key Terms: Effective Tech Discussions: Intro10分钟
Reflection: Effective Tech Discussions: Intro10分钟
Key Terms: Technical Demo10分钟
Reflection: Technical Demo10分钟
Key Terms: Demo Videos10分钟
Reflection: Demo Videos10分钟
Key Terms: Effective Critical Thinking10分钟
Reflection: Effective Critical Thinking10分钟
Key Terms: Effective Triple Threat10分钟
Reflection: Effective Triple Threat10分钟
Key Terms: Effective Technical Teamwork: Intro10分钟
Reflection: Effective Technical Teamwork: Intro10分钟
Key Terms: Effective Technical Teamwork10分钟
Reflection: Effective Technical Teamwork10分钟
Key Terms: Project Management Intro10分钟
Reflection: Project Management Intro10分钟
Key Terms: Technical Project Management10分钟
Reflection: Technical Project Management10分钟
Key Terms: Project Management with Trello10分钟
Reflection: Project Management with Trello10分钟
Key Terms: Planning with Spreadsheets10分钟
Reflection: Planning with Spreadsheets10分钟
Key Terms: Project Management Anti-Patterns10分钟
Reflection: Project Management Anti-Patterns10分钟

Bring it all together: Agile mindset plus AI-powered tools. This module shows how generative AI reshapes the software development lifecycle — from AIOps and pair programming with AI assistants to building serverless GenAI architectures with AWS Bedrock, retrieval-augmented generation (RAG) agents, and exploring core GenAI building blocks. By the end, you'll be ready to integrate AI into your own Agile development workflow.