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skill track

OpenAI Fundamentals

Are you ready to start creating systems and applications using AI? In this track, you'll learn how to use the OpenAI API in Python to begin creating diverse applications like chatbots, semantic search engines, and recommendation systems. You'll discover how organizations worldwide are building new AI products and features built on the OpenAI API. Through hands-on coding exercises, you’ll learn how to send prompts to OpenAI's GPT models to solve a wide range of real-world problems. You'll learn state-of-the-art prompting techniques to get the most out of these models. Finally, you'll learn to encode large text corpora to begin creating context-aware applications using embeddings.

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Loved by learners at thousands of companies

1
Python
Working with the OpenAI API

Start your journey developing AI-powered applications with the OpenAI API. Learn about the functionality that underpins popular AI applications like ChatGPT.

3 hours

James Chapman Headshot

James Chapman

Curriculum Manager, DataCamp

2

podcast

[DataFramed AI Series #1] ChatGPT and the OpenAI Developer Ecosystem

Logan Kilpatrick, Member of the Developer Advocacy Staff at OpenAI takes us through their products, API, and models, and provides insights into the many use cases of ChatGPT.

3
Python
ChatGPT Prompt Engineering for Developers

Dive deep into the principles and best practices of prompt engineering to leverage powerful language models like ChatGPT to solve real-world problems.

4 hours

Fouad Trad Headshot

Fouad Trad

Machine Learning Engineer

4

tutorial

OpenAI Function Calling Tutorial

Learn how OpenAI's new Function Calling capability enables GPT models to generate structured JSON output, resolving common dev issues caused by irregular outputs.

5
Python
Introduction to Embeddings with the OpenAI API

Unlock more advanced AI applications, like semantic search and recommendation engines, using OpenAI's embedding model!

3 hours

Emmanuel Pire Headshot

Emmanuel Pire

Senior Software Engineer, DataCamp

6

tutorial

Fine-Tuning GPT-3 Using the OpenAI API and Python

Unleash the full potential of GPT-3 through fine-tuning. Learn how to use the OpenAI API and Python to improve this advanced neural network model for your specific use case.

7
Python
Topic Analysis of Clothing Reviews with Embeddings

Analyze clothing reviews on an e-commerce platform to explore different topics and similarities among them.

2 hours

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Instructors

  • James Chapman Headshot
    James ChapmanCurriculum Manager, DataCampSee James Chapman's Portfolio
  • Eduardo Oliveira Headshot
    Eduardo OliveiraChief Technology Officer, DataCampSee Eduardo Oliveira's Portfolio
  • Fouad Trad Headshot
    Fouad TradMachine Learning EngineerSee Fouad Trad's Portfolio
  • Emmanuel Pire Headshot
    Emmanuel PireSenior Software Engineer, DataCampSee Emmanuel Pire's Portfolio

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