Back to Courses
Intermediate Artificial Intelligence & Machine Learning en

Using OpenAI API for Natural Language Processing in Python

Educative
Platform · Washington, USA

About this course

This course introduces the OpenAI API and natural language processing (NLP) in Python, focusing on real-world text processing tasks. You’ll start by setting up your OpenAI account, installing the Python client, and exploring key API endpoints. You’ll then learn to use the completions and chat completions endpoints for text generation, classification, transformation, content insertion, and completing incomplete content with factual responses. The course covers advanced NLP techniques using moderation and embeddings endpoints for in-depth text analysis and semantic search. Finally, you’ll integrate the OpenAI Python API into a Flask application to build interactive, scalable NLP-powered solutions for tasks like content generation and text classification.

Prerequisite Skills

Skills you should have before taking this course

Basic Python programming HTTP APIs and REST concepts Fundamentals of web development

Skills Gained

Skills you will develop by completing this course

Natural Language Processing (NLP) Python Programming Text generation Embeddings OpenAI API Text classification Content moderation Flask web development

Related Courses