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AI Literacy Masterclass: ChatGPT and Prompting

Packt via Coursera

Overview

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Dive into AI literacy with a focus on ChatGPT and effective prompting techniques. Master how to use AI tools for real-world applications, enhancing both personal and professional productivity. The AI Literacy Masterclass is designed to help you navigate the rapidly evolving world of artificial intelligence, focusing on essential skills like ChatGPT usage and prompt engineering. Starting with the fundamentals of AI, you will explore how AI is reshaping industries and revolutionizing the way we work. This course takes you through real-world applications of AI tools, allowing you to develop practical skills that you can immediately apply in your career and daily life. As you progress, you'll deepen your understanding of how AI models like ChatGPT work, discovering the critical techniques for effectively interacting with AI. The course delves into prompt engineering, an essential skill for getting the best results from AI tools. You will also learn how AI is transforming various sectors, including business, marketing, education, and creative industries, through practical applications like content generation, automation, and decision-making support. By the end of the course, you will have developed the confidence to utilize AI tools effectively, build personal workflows powered by AI, and create value across multiple domains. Whether you’re looking to enhance productivity, streamline your creative processes, or gain an edge in the AI-driven workforce, this course provides the knowledge and hands-on experience you need. This course is ideal for anyone interested in gaining a strong foundation in AI, especially beginners eager to learn how to use AI tools like ChatGPT for real-world applications. Whether you're a student, professional, or entrepreneur, this course is designed for anyone looking to boost productivity, enhance creativity, and gain skills in one of the most important areas of modern technology. A basic understanding of computers and the internet is recommended but not required. The course is structured around practical, hands-on learning, where you'll not only explore the theory behind AI but also engage in real-world projects. Each module introduces key concepts and demonstrates how they can be applied in everyday tasks. You'll also gain experience through exercises that allow you to experiment with AI tools like ChatGPT and master the art of prompting. This course is based on AI Literacy Masterclass: ChatGPT and Prompting, by Laurence Lars Svekis. This course is licensed and distributed by Packt. All rights reserved. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.

Syllabus

  • Course Introduction and Resources
    • This module introduces learners to the AI Literacy Masterclass, focusing on ChatGPT and effective prompting techniques to build practical AI skills for real-world scenarios.
  • AI Mastery — Introduction to AI Literacy, ChatGPT, and Real-World AI Skills
    • This module introduces learners to the fundamentals of artificial intelligence, its real-world applications, and the critical role of AI literacy in modern work environments. It covers key differences between AI, automation, and algorithms, and explores how AI is transforming industries and job roles. Learners will gain a foundational understanding of AI tools and their practical use in personal and professional contexts.
  • History of AI — Early Ideas About Machine Intelligence
    • This module provides an in-depth exploration of the historical evolution of artificial intelligence, covering early concepts, key figures, technological milestones, and the development of foundational AI techniques. Learners will gain a clear understanding of how AI has progressed from theoretical ideas to modern systems, with a focus on the challenges and breakthroughs that shaped its development.
  • What Is AI — Understanding Artificial Intelligence, Machine Learning
    • This module provides a comprehensive overview of artificial intelligence, covering its fundamental concepts, types, and learning approaches. Learners will gain a clear understanding of how AI systems function, the differences between various AI categories, and the importance of training data and learning methods. It equips students with the foundational knowledge needed to explore AI further.
  • Neural Networks Explained — How AI Models Learn, Process Data, and Generate
    • This module explores the fundamentals of neural networks, including their structure, functionality, and role in AI development. Learners will gain insights into how AI systems learn, process data, and generate responses, as well as how to evaluate, refine, and address limitations in AI models.
  • Modern AI Tools — ChatGPT, Generative AI, and Popular AI Applications
    • This module provides an in-depth look at modern AI tools across multiple domains, including writing, coding, design, video, audio, data analysis, research, and productivity. Learners will gain an understanding of how these tools work, how to use them effectively, and how to select the right tools for specific tasks. The module also covers practical applications and workflows to enhance productivity and creativity.
  • AI Personal Operating System — Build AI Workflows, Systems
    • This module equips learners with strategies to design and implement AI-driven personal systems that enhance productivity across research, writing, brainstorming, task management, and decision-making. It explores tools and techniques for integrating AI into daily workflows to improve efficiency and organization. Learners will gain practical skills to build and optimize AI-powered systems tailored to their needs.
  • Prompt Engineering — How to Write Better Prompts for ChatGPT and AI Tools
    • This module provides a comprehensive overview of prompt engineering techniques, focusing on how to structure, refine, and optimize prompts for effective AI communication. Learners will explore various methods like role-based prompting, iterative refinement, and multi-step systems to enhance AI interaction. By the end, they will be equipped with practical skills to create precise and impactful prompts.
  • AI Content Creation — Using AI for Writing, Design, Video, and Creative
    • This module explores the integration of AI across various industries, focusing on its role in enhancing creative workflows, business operations, education, marketing, software development, healthcare, finance, and future trends. Learners will gain insights into how AI improves efficiency, productivity, and outcomes through practical applications.
  • Applied AI Systems — Real-World AI Workflows, Automation, and Practical
    • This module provides a comprehensive overview of how AI concepts are translated into real-world workflows. Learners will explore system design thinking, execution processes, and strategies for refining and automating AI systems. The module emphasizes practical implementation and real-world examples to enhance understanding and application.
  • AI in the Real World — Business, Education, Productivity, and Industry
    • This module provides an in-depth look at the practical applications of AI across industries, focusing on how to build and evaluate AI systems responsibly. Learners will gain insights into AI career paths, ethical considerations, and techniques for critical thinking and bias mitigation. The module also covers the development of a well-rounded AI skill set and the implementation of reliable AI workflows.
  • AI as a Creative Partner — Collaboration, Idea Generation, and Enhancing Work
    • This module explores how AI can be integrated into creative processes, from generating ideas and refining content to building scalable workflows and addressing ethical considerations. Learners will gain practical skills in using AI tools for writing, image generation, multimedia production, and ethical content creation.
  • Data and AI — How Data Powers AI Models, Accuracy, and Decision-Making
    • This module explores the critical role of data in artificial intelligence, covering topics such as data quality, bias, pipelines, and system architecture. Learners will gain an understanding of how data influences AI model performance and decision-making. The module also highlights strategies for effective data management and system design.
  • Optimize and Improve AI Systems — Review, Refine, and Scale Your AI Workflows
    • This module provides learners with strategies to refine and enhance AI systems through workflow optimization, portfolio development, and career planning. It emphasizes continuous learning and practical application of AI skills to drive long-term growth and professional development.

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