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Build AI Apps with ChatGPT, Dall-E, and GPT-4 · LearnSpace
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Build AI Apps with ChatGPT, Dall-E, and GPT-4

Курс от Scrimba
Средний≈ 4.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course teaches web developers to build apps using OpenAI's API, helping them take their first steps as an AI Engineers. Learners will get hands-on practice with both the GPT-4 and Dall-E APIs, using OpenAI's JavaScript SDK. In the first project, MoviePitch, you will get a primer on the OpenAI API and harness the power of artificial intelligence to generate ideas and images. In our second project, KnowItAll, we’ll move to the ChatGPT-4 model and get to grips with building chatbots - one of the most common uses of AI for web devs. Finally, we will fine-tune our chatbot in the third project. Fine-tuning is where you upload a dataset to OpenAI and use it to train a model. Doing this allows the chatbot to answer questions specific to your data - a critical skill when working with AI.

Навыки, которые вы освоите

GitHubWeb Development ToolsModel DeploymentGenerative AIPrompt EngineeringProgram DevelopmentOpenAI APIAI powered creativityArtificial IntelligenceResponsible AIMultimodal PromptsAI literacyAI IntegrationsChatGPTAI SecurityGit (Version Control System)LLM ApplicationWeb ApplicationsAI WorkflowsOpenAI

Программа курса

6 модулей · 44 учебных материалов

01🟨 Intro to AI Engineering 01 - Foundations and API Basics13 материалов

Build a stock picker app

Welcome to interactive lessons!PLUGINLet's learn AI EngineeringPLUGINThe code so farPLUGINLimitations with our environment variablesPLUGIN

Учитесь у экспертов

Tom Chant

Instructor at Scrimba

Build AI Apps with ChatGPT, Dall-E, and GPT-4
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 4.4 ч

6 модулей

Язык: Английский

Часть программы вашего университета
Polygon API sign-up & keyPLUGIN
Get an OpenAI API KeyPLUGIN
Overview of how the API worksPLUGIN
An API call: OpenAI dependencyPLUGIN
An API call: Instance and modelPLUGIN
An API call: The messages arrayPLUGIN
A quick word about modelsPLUGIN
Prompt Engineering and a challengePLUGIN
Intro to AI Engineering 01 – Practice AssignmentЗадание
02🟨 Intro to AI Engineering 02 - Advanced Topics and Applications12 материалов
Adding AI to the AppPLUGINTokensPLUGINPlaygroundPLUGINTemperaturePLUGINThe "Few Shot" ApproachPLUGINAdding ExamplesPLUGINStop SequencePLUGINFrequency and Presence PenaltiesPLUGINCreating Images with the DALL·E 3 APIPLUGINIntro to AI SafetyPLUGINSafety Best PracticesPLUGINIntro to AI Engineering 02 – Practice AssignmentЗадание
03🟨 Test your AI Engineering Knowledge – Graded Assignment2 материалов
Test your AI Engineering knowledgeЗаданиеYou made it!PLUGIN
04🟦 Deploying your AI App 01 - Security and API integration9 материалов

Deploying your AI App

Learn secure & robust deployment strategiesPLUGINCreate a Cloudflare worker - demoPLUGINConnect your worker to OpenAIPLUGINUpdate client side data fetchingPLUGINHandle CORS and preflight requestsPLUGINOpenAI API requests & responsesPLUGINCreate an AI GatewayPLUGINError handlingPLUGINDeploying your AI App 01 – Practice AssignmentЗадание
05🟦 Deploying your AI App 02 - Advanced Features and Deployment6 материалов
Create & deploy the Polygon API workerPLUGINFetch the stock dataPLUGINDownload files and push to GitHubPLUGINDeploy your site with Cloudflare PagesPLUGINCustom domains with CloudflarePLUGINDeploying your AI App 02 - Practice AssignmentЗадание
06🟦 Test your AI Deployment Knowledge2 материалов
Deploying your AI App Graded AssignmentЗаданиеCongrats on completing the course!PLUGIN