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OpenAI API Mastery with Python: From Zero to Expert

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What you’ll learn

  • Fine-tuning OpenAI models for specific tasks and applications
  • Create Assistant API app with Streamlit
  • Harness the power of the Assistant API in Python for intelligent interactions
  • Create a ChatGPT app using Streamlit for interactive chat experiences
  • Dive into building chat completion applications using Python
  • Get introduced to the OpenAI API and its capabilities
  • Implement OpenAI API functionalities in Python for various applications
  • Explore the OpenAI Playground, including the Completion API, Chat Completion, and Assistant features
  • Gain an understanding of Large Language Models and their significance in modern AI applications
  • Learn basic prompt engineering techniques to effectively interact with OpenAI models

Welcome to the comprehensive course on OpenAI API Mastery: From Beginner to Expert

     In this course, we’ll embark on an exciting journey to explore the capabilities of one of the most powerful AI technologies available today. Whether you’re a beginner in Python or an experienced developer looking to enhance your skills in natural language processing and AI application development, this course is designed to equip you with the knowledge and skills needed to build intelligent applications using the OpenAI API.

We’ll start by laying the foundation with an introduction to Large Language Models

  • Understanding their significance in the realm of artificial intelligence.

  • From there, we’ll delve into the basics of prompt engineering techniques, essential for effectively interacting with OpenAI models.

You’ll then be introduced to the OpenAI API, gaining insights into its functionalities and capabilities.

Next, we’ll dive into the OpenAI Playground, where we’ll explore key features such as the

  • Completion API

  • Chat Completion,

  • Assistant API

    • Knowledge Retrieval

    • Code Interpreter

    • Function Calling functionalities.

Through hands-on exercises and projects, you’ll learn how to leverage these features to build intelligent chat applications and interactive assistants.

Moving forward, we’ll explore how to implement the OpenAI API in Python, enabling you to harness the power of AI within your own applications.

  • We’ll specifically focus on the chat completion API, teaching you how to integrate it into Python applications and build a ChatGPT app using Streamlit for a seamless user experience.

But we won’t stop there. We’ll also cover the Assistant API, demonstrating how to use it to create intelligent assistants capable of assisting users with various tasks and inquiries.

  • Additionally, you’ll learn how to build a Data Visualizer app using the Assistant API in Python with Streamlit

  • Enhancing data understanding and analysis with Assistant API

Finally, we’ll delve into the process of fine-tuning OpenAI models for specific tasks and applications, allowing you to tailor the models to suit your unique needs.

Throughout the course, you’ll not only gain practical skills in AI application development but also understand the broader implications of OpenAI technology in today’s world.

By the end of this course, you’ll emerge as a proficient developer capable of harnessing the power of the OpenAI API to build intelligent, innovative, and impactful applications that have the potential to transform industries and enrich lives.

So, are you ready to unlock the full potential of AI? Let’s get started!

Who this course is for:

  • Python enthusiasts eager to delve into the world of AI and natural language processing
  • Students or professionals looking to enhance their skills in AI development and application building
  • Entrepreneurs or tech enthusiasts interested in creating innovative AI-powered solutions
  • Anyone curious about leveraging the potential of OpenAI technology to develop intelligent and interactive applications

Course content

  • Introduction2 lectures • 6min
  • Introduction
  • Prompt Engineering9 lectures • 1hr 5min
  • Prompt Engineering
  • Large Language Models (LLMs) Essential Concepts2 lectures • 8min
  • Large Language Models (LLMs) Essential Concepts
  • OpenAI Playground – No Coding4 lectures • 55min
  • OpenAI Playground – No Coding
  • Assistants in Playground4 lectures • 44min
  • Assistants in Playground
  • OpenAI API with Python7 lectures • 1hr 4min
  • OpenAI API with Python
  • Create ChatGPT App in Steamlit3 lectures • 41min
  • Create ChatGPT App in Steamlit
  • Assistant API in Python16 lectures • 2hr 45min
  • Assistant API in Python
  • BONUS1 lecture • 1min
  • BONUS

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