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Coding Data Models with AI

Coding Data Models with AI

本课程是 Coding with AI for MBAs 专项课程的一部分

位教师：Alex Cowan

包含在中

了解更多

4个模块

深入了解一个主题并学习基础知识。

初级等级

无需具备相关经验

8 小时完成

灵活的计划

自行安排学习进度

4个模块

深入了解一个主题并学习基础知识。

初级等级

无需具备相关经验

8 小时完成

灵活的计划

自行安排学习进度

您将学到什么

How to go from idea to design, and from design to code
How to integrate with web API's like Google Firebase to build a modern web application
How to take the anxiety and guesswork out of coding with analytical debugging

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

作业

4 项作业

授课语言：英语（English）

91%

of learners achieved a positive career outcome

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 Coding with AI for MBAs 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4个模块

In this final course in the ‘Coding with AI’ specialization, we’ll close with an integrated approach to building full applications with a working Data Model, View (UI), and set of Controllers (or ‘algorithms’). As an MBA or generalist, this course will specifically help you go from design to code with ‘Data Models’, which generally means databases of some kind. Understanding the process of building and maintaining Data Models with AI will both help you build great products yourself as well as make yourself a better collaborator to your engineering-focused colleagues. We’ll be a noSQL database, but mostly we’ll be focused on the underlying design and engineering principles for building and operating Data Models. In this final course, we’ll also cover the Cursor application, an AI-forward IDE (integrated development environment). This course was developed at the Darden School of Business at the University of Virginia and is taught by top-ranked faculty.

单元详情

This week, Data Models! You’ll be both learning how to work with Data Models and how to incorporate a BaaS (backend-as-a-service) into your code. You may have heard of API’s and SDK’s, you’ll be getting hands-on practice with those as well. (Please note that if you audit this course, only the first module is available and you will not earn a course certificate.)

涵盖的内容

11个视频2篇阅读材料1个作业1个讨论话题

11个视频总计54分钟

Welcome to the Course2分钟
Case Intro - Creating & Managing Users with Google Firebase & Sample App1分钟
Application Demo3分钟
Coding Overview8分钟
Getting Access to the System6分钟
Forgotten Passwords3分钟
A Delicious BaaS?6分钟
Setting Up a Project on Google Firebase9分钟
Asynchronous Execution and the Observer Pattern3分钟
Recap of the Case Challenges3分钟
Case Solution - Creating & Managing Users with Google Firebase & Sample App10分钟

2篇阅读材料总计160分钟

8 Reasons This Salesforce Developer Loves Heroku10分钟
Case - Creating & Managing Users in Google Firebase150分钟

1个作业总计30分钟

Week 1 Quiz - Creating & Managing Users with Google Firebase30分钟

1个讨论话题总计10分钟

8 Reasons This Salesforce Developer Loves Heroku10分钟

You’ve learned how to use AI’s to help you code- now you’re going to learn how to code the AI’s themselves! The good news is that foundation model providers like chatGPT’s OpenAI have made doing so easy and accessible. The other good news is that the process you’ve already learned will help you set clear intentions, not get lost in the weeds, and create testable sources of value for your user. You’ll also learn how the AI tools you’re about to use fit into the larger ecosystem of AI infrastructure.

涵盖的内容

9个视频1个作业

9个视频总计53分钟

Welcome to Week 21分钟
About Custom GPT's9分钟
Focusing Your Design Intent with an AI9分钟
Unpacking for Your GPT5分钟
Effectuating Between Alternatives with AI3分钟
Coding, Testing, and Debugging Your AI12分钟
Understanding LLM vs. Other Predictive AI's8分钟
From Chat UX to API Integration6分钟
What's Next?1分钟

1个作业总计30分钟

Week 2 Quiz - Coding Your own AI's30分钟

Time to create your own Data Models! This week, we’re going to bring your MVC realization capabilities fully online. You’ll learn how to unpack Data Models, evaluate alternative database engines, and iteratively code, test, and debug both the integrity and the security of your data model implementation.

涵盖的内容

8个视频1个作业

8个视频总计58分钟

Welcome to Week 34分钟
Focusing Your Design & Unpacking Your Data Model6分钟
Configuring Your Model in Google Firestore4分钟
Effectuating between Data Model Alternatives 11分钟
Securing the Data Model13分钟
Interfacing with Your Model Using Javascript16分钟
Case Solution - Creating Data Models with Google Firestore3分钟
What's Next?0分钟

1个作业总计30分钟

Week 3 Quiz - Building Data Models with Google Firestore30分钟

This is it! We’re going to send you on your way building and deploying like a professional developer. This means getting comfortable with version control and a more sophisticated IDE (integrated development environment). At this point, however, we think you’ll find these a natural fit for what you’ve probably been wanting but maybe didn’t yet know you need.