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Coding Data Models with AI

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Coding Data Models with AI

Dieser Kurs ist Teil von Spezialisierung „Coding with AI for MBAs“

Dozenten: Alex Cowan

Bei enthalten

Mehr erfahren

4 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Anfänger

Keine Vorkenntnisse erforderlich

8 Stunden zu vervollständigen

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

4 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Anfänger

Keine Vorkenntnisse erforderlich

8 Stunden zu vervollständigen

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Was Sie lernen werden

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

Kompetenzen, die Sie erwerben

Kategorie: AI literacy
Kategorie: Database Development
Kategorie: Artificial Intelligence
Kategorie: Software Development Tools
Kategorie: Version Control
Kategorie: LLM Application
Kategorie: Model View Controller
Kategorie: Infrastructure Architecture
Kategorie: AI Enablement
Kategorie: Database Architecture and Administration
Kategorie: Data Modeling
Kategorie: Data Store
Kategorie: Database Design

Werkzeuge, die Sie lernen werden

Kategorie: Application Programming Interface (API)
Kategorie: Restful API
Kategorie: ChatGPT
Kategorie: OpenAI
Kategorie: OpenAI API
Kategorie: NoSQL
Kategorie: Integrated Development Environments

Wichtige Details

Zertifikat zur Vorlage

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Bewertungen

4 Aufgaben

Unterrichtet in Englisch

91%

of learners achieved a positive career outcome

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Dieser Kurs ist Teil der Spezialisierung Spezialisierung „Coding with AI for MBAs“

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Gewinnen Sie ein Grundverständnis bestimmter Themen oder Tools
Erwerben Sie berufsrelevante Kompetenzen durch praktische Projekte
Erwerben Sie ein Berufszertifikat zur Vorlage

In diesem Kurs gibt es 4 Module

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.

Moduldetails

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.)

Das ist alles enthalten

11 Videos2 Lektüren1 Aufgabe1 Diskussionsthema

11 VideosInsgesamt 54 Minuten

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

2 LektürenInsgesamt 160 Minuten

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

1 AufgabeInsgesamt 30 Minuten

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

1 DiskussionsthemaInsgesamt 10 Minuten

8 Reasons This Salesforce Developer Loves Heroku10 Minuten

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.

Das ist alles enthalten

9 Videos1 Aufgabe

9 VideosInsgesamt 53 Minuten

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

1 AufgabeInsgesamt 30 Minuten

Week 2 Quiz - Coding Your own AI's30 Minuten

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.

Das ist alles enthalten

8 Videos1 Aufgabe

8 VideosInsgesamt 58 Minuten

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

1 AufgabeInsgesamt 30 Minuten

Week 3 Quiz - Building Data Models with Google Firestore30 Minuten

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.