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LinkedIn Learning

Develop Your Skills with the OpenAI API

via LinkedIn Learning Path

Overview

The popularity of OpenAI's powerful machine learning models enable developers to build amazing AI-powered applications. The OpenAI API serves as the bridge to these powerful models. Through this learning path, developers can walk through the OpenAI API's capabilities and start building powerful AI applications today.
  • Integrate cutting-edge AI capabilities into your projects.
  • Work with OpenAI's models, including DALL-E and ChatGPT.
  • Use the OpenAI playground to work with the Assistants API.

Syllabus

Courses under this program:
Course 1: OpenAI API: Introduction
-Learn how the OpenAI API works and how to work with it in the OpenAI playground and in custom apps.

Course 2: OpenAI API: Working with Files
-Learn how to use the OpenAI Files API to manage data more efficiently and handle large datasets securely and effectively.

Course 3: OpenAI API: Function Calling
-Get a quick guide to function calling, a key aspect of using OpenAI tools.

Course 4: OpenAI API: Embeddings
-Discover the basics of using and managing embeddings, the latest, cutting-edge feature released by OpenAI that allows developers to design and innovate more rapidly.

Course 5: OpenAI API: Fine-Tuning
-Learn how to fine-tune GPT models by submitting your own data for improved steerability, more reliable output formatting, and a more customized experience.

Course 6: OpenAI API: Image Generation with DALL-E
-Explore the basic features and capabilities of DALL-E in this intermediate-level course on image generation with AI.

Course 7: OpenAI API: Vision
-Learn how to use the vision API to create applications that see.

Course 8: OpenAI API: Speech
-Learn how to incorporate cutting edge text-to-speech and speech-to-text capabilities into your software.

Course 9: OpenAI API: Moderation
-Learn how to use the advanced moderation features in the OpenAI API to avoid harmful language by controlling the input and output.

Course 10: OpenAI API: Code Interpreter and Advanced Data Analysis
-Discover the features, functionalities, and integration potential of the OpenAI Code Interpreter.

Course 11: OpenAI API: Building Assistants
-Learn how to use OpenAI’s Assistants API to create custom GPT agents for inclusion in your own applications.

Courses

Taught by

Morten Rand-Hendriksen, Fikayo Adepoju Oreoluwa, Kesha Williams and Ronnie Sheer

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