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Using OpenAI API for Natural Language Processing in Python

This course covers various endpoints of the Open AI API with GPT and how it can accomplish NLP tasks such as text completion, summarization, and classification.

Beginner

14 Lessons

1h 30min

Certificate of Completion

This course covers various endpoints of the Open AI API with GPT and how it can accomplish NLP tasks such as text completion, summarization, and classification.

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This course includes

22 Playgrounds

Course Overview

What You'll Learn

Course Content

Apply Your Skills

Course Overview

As consumers rely more and more on search engines and technical software programs to answer their questions, the demand for effective and scalable natural language processing has gone immensely up. 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 learn about the various endpoints of the OpenAI API and how they can be used to accomplish certain NLP tasks....Show More

What You'll Learn

A basic knowledge of Natural Language Processing (NLP) and the GPT machine learning model

Familiarity with the OpenAI API and its endpoints

A working understanding of performing various functions with natural text using GPT and the OpenAI API

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

A basic knowledge of Natural Language Processing (NLP) and the GPT machine learning model

Course Content

Introduction

3 Lessons

Get familiar with OpenAI API for NLP, covering its endpoints and account setup.

Introduction to the Course

OpenAI API Overview

Get Started with the OpenAI API

The Completions Endpoint

6 Lessons

Walk through the capabilities of OpenAI's Completions endpoint for text generation, classification, and transformation.

Completing Incomplete Content and Factual Responses

Miscellaneous Endpoints

2 Lessons

Go hands-on with using Moderations and Embeddings endpoints for text analysis and NLP tasks.

Moderations

Embeddings

APIs Integration in Flask

1 Lessons

Apply your skills to integrate OpenAI API with a Flask application for prompt design.

Demo Application

Conclusion

1 Lessons

Wrap up your OpenAI API journey, apply practical knowledge, and explore more APIs.

Wrap Up!

Appendix

1 Lessons

See how OpenAI's evolving GPT models enhance task-specific applications and multimodal processing.

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