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Using OpenAI API for Natural Language Processing in JavaScript

Lead the GenAI revolution! Learn to use OpenAI API for NLP tasks in JavaScript with step-by-step guides, and integrate these endpoints into your React applications. Future-proof your skills!

Beginner

14 Lessons

Certificate of Completion

Lead the GenAI revolution! Learn to use OpenAI API for NLP tasks in JavaScript with step-by-step guides, and integrate these endpoints into your React applications. Future-proof your skills!

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

22 Playgrounds

Course Overview

What You'll Learn

Course Content

Apply Your Skills

Course Overview

OpenAI provides access to the GPT model, which can perform several operations for NLP-related tasks such as summarization, classification, text completion, text insertion, and more. In this course, you’ll first get an introduction to the OpenAI API and the different endpoints it offers. Then, you’ll be provided with a step-by-step guide on how to sign up for an OpenAI account and retrieve the API key. Further, you’ll be provided a hands-on guide on performing various NLP tasks using the completions endp...Show More

TAKEAWAY SKILLS

Python

Natural Language Processing

What You'll Learn

An understanding of Natural Language Processing (NLP) and the GPT machine learning model

A familiarity with the OpenAI API and its endpoints

The ability to read, summarize, classify, or translate preexisting text, as well as generate new text using OpenAI API

Hands-on experience integrating OpenAI API endpoints into a React application

An understanding of Natural Language Processing (NLP) and the GPT machine learning model

Course Content

Introduction

3 Lessons

Get familiar with OpenAI API for NLP in JavaScript, GPT-3 models, and registration steps.

Introduction to the Course

OpenAI API Overview

Get Started with the OpenAI API

The Completions Endpoint

6 Lessons

Discover the logic behind utilizing the OpenAI API for versatile text tasks and optimizations.

Completing Incomplete Content and Factual Responses

Miscellaneous Endpoints

2 Lessons

Go hands-on with OpenAI moderations for content safety and embeddings for text analysis.

Moderations

Embeddings

APIs Integration in React

1 Lessons

Apply your skills to integrating OpenAI API with React for dynamic user interactions.

Demo Application

Conclusion

1 Lessons

Map out the steps for using OpenAI API endpoints and applying them in web apps.

Wrap Up!

Appendix

1 Lessons

See how OpenAI’s advanced models offer diverse functionalities for NLP tasks in JavaScript.

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