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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