Mastering OpenAI Playground & ChatGPT for Developers Empower your teams to transform code generation & application building with OpenAI Playground and ChatGPT

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  • What you'll learn
  • Curriculum
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Overview

OpenAI Playground is a popular web-based interface that allows users to interact with and experiment with various OpenAI models. It offers a range of customizable and adjustable settings, enabling users to fine-tune the behavior of AI by modifying parameters and system prompts to influence the model’s responses. OpenAI Playground offers a user-friendly environment for both beginners and experienced developers to explore the potential of OpenAI’s technology. ChatGPT is another popular AI tool from OpenAI that uses large language models to deliver a conversational AI that can answer text queries.

The “Mastering OpenAI Playground and ChatGPT for Developers” course is a comprehensive training program designed to empower developers with advanced skills in leveraging OpenAI’s cutting-edge language models. This intensive course provides hands-on experience with OpenAI Playground, ChatGPT, and the OpenAI API, enabling participants to build sophisticated AI-driven applications, generate code efficiently, and understand the nuanced capabilities of generative AI technologies.

Participants will dive deep into the world of large language models, learning not just the technical implementation but also the strategic approaches to prompt engineering, API integration, and responsible AI development. From zero-shot prompting to building full-scale AI applications, this course covers the entire spectrum of OpenAI technology for developers.

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What you'll learn

  • Introduction to OpenAI’s advanced language models
  • Comprehensive exploration of OpenAI Playground features
  • Advanced code generation and debugging techniques
  • OpenAI API integration strategies
  • Prompt engineering for optimal AI responses
  • Building AI-powered web and mobile applications
  • Ethical considerations in AI development

Prerequisites

Understanding of APIs and HTTP requests

Curriculum

  • Introduction to OpenAI’s language models (GPT-4, GPT-4 Turbo)
  • Differences between Playground and API usage
  • Setting up an OpenAI account and API key
  • Understanding Temperature, Max Tokens, and Frequency Penalty
  • Playing with Prompts: Zero-Shot, Few-Shot, and Chain-of-Thought Prompting
  • Experimenting with OpenAI Playground
  • Using ChatGPT for writing code snippets and functions
  • Debugging and optimizing code with AI assistance
  • Generating and fixing code with ChatGPT
  • Introduction to OpenAI API endpoints
  • Making API calls using Python and JavaScript
  • Handling API responses and rate limits
  • Prompt engineering techniques for developers
  • Using system and user prompts for AI role control
  • Writing custom prompts for development tasks
  • Using OpenAI with Flask/Django for backend development
  • ChatGPT-powered chatbots with React/Vue.js
  • Creating an AI-powered web application
  • AI bias and hallucination issues in ChatGPT
  • Data privacy and security considerations
  • Best practices for deploying AI responsibly

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Course Feature

Course Duration
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FAQs

OpenAI Playground is a web-based tool that allows users to experiment with various OpenAI language models. It provides a space for testing prompts, adjusting model parameters, and exploring the capabilities of AI text generation. It is often used by developers and researchers for prototyping and understanding how different models respond to various inputs.
ChatGPT is an AI chatbot developed by OpenAI that can engage in human-like conversations. It uses a large language model to understand and generate text, enabling it to answer questions, write stories, and perform various text-based tasks.
This GenAI course is designed for:
  • Software developers
  • AI engineers
  • Web developers looking to integrate AI capabilities
  • Technical leads interested in Generative AI technologies
  • Students and professionals seeking to enhance their AI development skills
Participants in this GenAI course need to have a fundamental understanding of APIs and HTTP requests.