KodeKloud

Generative AI: OpenAI API and Prompt Engineering

KodeKloud

Generative AI: OpenAI API and Prompt Engineering

Mumshad Mannambeth

Instructor: Mumshad Mannambeth

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Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Set up the OpenAI platform with secure API keys, model selection, and library configuration for AI application development.

  • Explain how transformers, attention mechanisms, and tokenization work, and apply this understanding to design effective prompts.

  • Apply zero-shot, few-shot, and grounding prompt engineering techniques to improve model output accuracy and reliability.

  • Build working text generation applications using the Chat Completions API.

Details to know

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Recently updated!

August 2026

Assessments

3 assignments

Taught in English

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Build your subject-matter expertise

This course is part of the Generative AI Engineering with OpenAI API and AWS Models Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 3 modules in this course

This module lays the foundation for your AI journey by introducing OpenAI and its platform. You will explore OpenAI’s history, how it works, and why it is essential for industries today. You'll also learn how to set up your account, navigate the platform, and understand crucial concepts like API keys and OpenAI models. By the end, you’ll be equipped with the knowledge to start working with OpenAI tools.

What's included

12 videos2 readings1 assignment

This module provides a comprehensive exploration of artificial intelligence, from its roots in rule-based systems to the current advances in deep learning. You'll learn how transformers and attention mechanisms drive generative AI, and dive into the crucial aspects of prompt engineering, tokenization, and fine-tuning. Additionally, you'll explore important topics like bias, fairness, and reinforcement learning, all while considering ethical implications of AI technologies.

What's included

13 videos1 reading1 assignment

This module dives deep into the power of text generation using OpenAI, focusing on both theoretical and practical applications. You'll explore prompt engineering techniques, how to generate API keys securely, and work on projects like creating a recipe generator, translating articles, and generating short stories. Additionally, you'll learn about sentiment analysis, creating AI assistants, and advanced techniques like fine-tuning and embeddings, all while gaining hands-on experience through labs and real-world projects.

What's included

7 videos2 readings1 assignment

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Instructor

Mumshad Mannambeth
KodeKloud
42 Courses41,880 learners

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KodeKloud

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