Using OpenAI API for Natural Language Processing in Python

Learn the OpenAI API with Python and NLP by mastering API endpoints, text generation, moderation, embeddings, and Flask integration for real-world tasks.

Beginner

14 Lessons

1h 30min

Certificate of Completion

Learn the OpenAI API with Python and NLP by mastering API endpoints, text generation, moderation, embeddings, and Flask integration for real-world tasks.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

22 Playgrounds

This course includes

22 Playgrounds

Course Overview

This course introduces OpenAI API and NLP in Python, teaching you how to use the OpenAI API for real-world natural language processing tasks. You’ll begin by exploring the OpenAI API with Python, setting up your account, and learning how to access key endpoints. The completions endpoint will be covered for generating, classifying, and transforming text. The course then covers advanced NLP in Python techniques using other OpenAI endpoints like moderations and embeddings for in-depth text analysis. You’ll pr...Show More

TAKEAWAY SKILLS

Python

Natural Language Processing

Api

What You'll Learn

Hands-on experience with the OpenAI Python API, including text generation, classification, and transformation

Proficiency in NLP in Python using OpenAI’s endpoints for tasks like moderation and embeddings

The ability to integrate OpenAI Python API into Flask applications for real-world NLP solutions

An understanding of efficiently using various OpenAI API endpoints for chat completions, content insertion, and more

Knowledge of OpenAI Python API to create and deploy scalable NLP-powered applications

What You'll Learn

Hands-on experience with the OpenAI Python API, including text generation, classification, and transformation

Course Content

Introduction

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

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

Chat Completions Classification Generation Transformation Inserting Text Completing Incomplete Content and Factual Responses

Miscellaneous Endpoints

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

Moderations Embeddings

APIs Integration in Flask

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

Demo Application

Conclusion

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

Wrap Up!

Appendix

1 Lesson

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

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