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Coursera

Generative AI: Prompt Engineering Basics

Board Infinity via Coursera

Overview

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The course provides a comprehensive introduction to Generative AI and Prompt Engineering, equipping learners with the knowledge and skills to craft effective prompts that produce accurate, high-quality outputs across multiple domains. It is designed for professionals, students, and enthusiasts aiming to optimize AI interactions, enhance digital workflows, and leverage tools like GPT, ChatGPT, Bard, and IBM Watson. Learners will explore foundational AI concepts, the evolution of large language models, and the mechanics of prompt engineering. Practical lessons cover crafting prompts for diverse applications such as text generation, code debugging, content creation, and automation. Advanced sections dive into strategies like zero-shot and few-shot prompting, chain-of-thought techniques, and refining prompts for accuracy, context, and tone. The course also emphasizes ethical considerations in AI use, including bias, fairness, and responsible deployment. By combining theory, hands-on practice, and real-world case studies, learners will gain confidence in designing prompts that deliver consistent, reliable, and domain-specific outcomes. By the end of this course, you will be able to: - Understand Generative AI fundamentals and their applications across industries. - Craft prompts that yield precise, high-quality AI responses. - Apply advanced techniques such as chain-of-thought and zero/few-shot prompting. - Evaluate prompt effectiveness using key metrics and refine strategies for optimization. Disclaimer: This is an independent educational resource created by Board Infinity for informational and educational purposes only. This course is not affiliated with, endorsed by, sponsored by, or officially associated with any company, organization, or certification body unless explicitly stated. The content provided is based on industry knowledge and best practices but does not constitute official training material for any specific employer or certification program. All company names, trademarks, service marks, and logos referenced are the property of their respective owners and are used solely for educational identification and comparison purposes.

Syllabus

  • Introduction to Generative AI and Core Concepts
    • This module introduces learners to the principles of Generative AI, the evolution of AI models, and the basics of prompt engineering. It covers practical use cases such as content creation, automation, and code generation. Learners will gain hands-on experience with crafting simple prompts, evaluating outputs, and applying effective strategies like zero-shot and few-shot learning.
  • Mastering Prompt Engineering for AI Optimization
    • This module delves into advanced prompt engineering techniques, equipping learners with the skills to craft precise, effective, and optimized prompts for AI interactions. Learners will explore techniques for refining prompts, structuring them for clarity, and iterating to improve AI-generated responses. The module also covers industry applications of prompt engineering, such as content creation, automation, multimedia generation, and coding. Additionally, learners will gain insights into evaluating AI performance, addressing ethical concerns, and understanding emerging trends in prompt engineering. By the end of this module, learners will have a deep understanding of how to optimize AI interactions across various domains.

Taught by

Board Infinity

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4.7 rating at Coursera based on 74 ratings

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