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Building with OpenAI API
Coursera Certificate 0

Building with OpenAI API

About this course

This specialization features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the specialization. In this specialization, you'll learn to use GPT models and the OpenAI API to build AI-powered applications. Starting with prompt engineering in Python, you'll design effective prompts, mitigate hallucinations, and structure outputs with JSON mode. You'll explore GPT versions like GPT-3.5 and GPT-4, and apply advanced techniques such as emotion-driven prompts and exponential backoff strategies. As the specialization progresses, you'll integrate ChatGPT and OpenAI APIs into real-world Python applications. You'll learn to automate tasks, generate creative content, and build interactive tools. Topics include neural networks, tokenization, and applying AI in diverse use cases. In the final section, you’ll learn how to create serverless functions to manage ChatGPT prompts and responses. You’ll integrate these into platforms and develop deployable applications like CoverLetterCreator, StockPhotoPPT, and TravelPlan. By the end of the specialization, you’ll have the skills to build, test, and deploy AI-driven applications using the OpenAI API. This intermediate-level specialization is perfect for developers looking to apply AI in practical scenarios. While some knowledge of Python is recommended, no prior AI experience is needed.

B

75/100

CourseAsk score

What the provider tells you
39/45
Who stands behind it
20/35
How complete the listing is
16/20

Scores how much the provider publishes and who stands behind it — not how well it is taught.

What you'll learn

  • use GPT models and the OpenAI API
  • design effective prompts
  • mitigate hallucinations
  • structure outputs in JSON mode
  • integrate ChatGPT into applications
  • automate tasks and generate content
  • build interactive tools using Python

Course objectives

  • to develop skills in using the OpenAI API
  • to create AI-powered applications
  • to apply AI techniques in practical scenarios
Artificial Intelligence #python #chatgpt #prompt engineering #json #ai applications #openai #creative content #neural networks #tokenization #gpt-4 #serverless functions #gpt-3.5 #automated tasks #emotion-driven prompts #exponential backoff
$49.00

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