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LinkedIn – Creating Advanced AI Applications with Python, APIs, and GitHub Models 2025-3

Updated August 10, 2026 155 MB
LinkedIn – Creating Advanced AI Applications with Python, APIs, and GitHub Models 2025-3

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Description

Creating Advanced AI Applications with Python, APIs, and GitHub Models. This course teaches you how to build powerful AI applications using the Python programming language, APIs, and GitHub models. The course is designed to teach you how to build AI features and products that integrate with external APIs. Course instructor Jonathan Fernandez walks you through the process of building an AI application using advanced tools from large language models and GitHub models. Throughout the course, participants will learn tools like function calls to identify the best language model for their specific needs, and then begin designing and building a prototype of their application. The skills learned are tested through hands-on coding challenges at the end of each section, which provide an opportunity to practice and validate your understanding of the concepts. With an emphasis on practical application, this course helps you turn theoretical knowledge into practical capabilities. The ultimate goal is for you to be able to confidently produce, test, and deploy an AI application that effectively interacts with an external API.

What you will learn

  • Building AI applications:
  • Develop an artificial intelligence application using the Python language and advanced LLM tools.
  • Use GitHub models to build AI features that integrate with third-party APIs.
  • Testing LLM tools:
  • Testing LLM tools such as function calls to determine the most appropriate LLM for a particular task.
  • Design and prototyping:
  • Design and build a prototype of your own AI application.
  • API Integration:
  • Create an AI-based application that works effectively with a third-party API.
  • Testing and Deployment:
  • Acquire the skills necessary to produce, test, validate, and deploy an AI application.
  • Practical coding challenges:
  • Test and validate new skills through practical coding challenges at the end of each section.

This course is suitable for people who:

  • Python developers who want to expand their skills in advanced AI development.
  • Software engineers looking to learn how to integrate GitHub LLMs and models with third-party APIs.
  • AI developers who want to specialize in using advanced LLM tools such as function calls.
  • People who are interested in designing, prototyping, and deploying real-world AI applications.
  • Students or professionals looking for hands-on practice and coding challenges to hone their AI development skills.
  • Anyone who needs to build an AI-based application that communicates with external services via APIs.

Course specifications Creating Advanced AI Applications with Python, APIs, and GitHub Models

Course topics

Creating Advanced AI Applications with Python, APIs, and GitHub Models

Course images

Creating Advanced AI Applications with Python, APIs, and GitHub Models

Sample course video

Installation Guide

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Subtitles: English

Quality: 720p

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155 MB