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Prompt Engineering

From Basics to Breakthroughs

4.7 Filled star Filled star Filled star Filled star Half star
Based on 4 ratings
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Mind Alchemy

This course offers a comprehensive introduction to Generative AI, designed for parents, educators, professionals, and students eager to explore the potential of Generative AI in various fields. Through hands-on exercises and real-world applications, participants will gain the skills to utilize Generative AI for content creation, analysis, communication, and more, enhancing their efficiency and creativity.

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This course offers a comprehensive introduction to Generative AI, designed for parents, educators, professionals, and students eager to explore the potential of Generative AI in various fields. Through hands-on exercises and real-world applications, participants will gain the skills to utilize Generative AI for content creation, analysis, communication, and more, enhancing their efficiency and creativity.

Key topics include the evolution of Generative AI, prompt engineering, and its transformative role in everyday life. The course also covers ethical considerations, empowering learners to adopt responsible AI practices and address potential biases. By the end of the course, participants will confidently apply AI in personal and professional contexts, maximizing its benefits.

Course Highlights:

  • Understanding AI and its practical applications

  • Mastering prompt engineering for optimal AI interaction

  • Designing prompts with hands-on exercises for real-life scenarios

  • Leveraging Generative AI as a Research Assistant through Strategic Prompting

  • Leveraging Generative AI to enhance the creation of assessments, communication strategies, lesson plans, writing styles, summaries, project designs, case studies, caselets, and more.

  • Exploring the potential of Generative AI by integrating it with astrology for future prediction, leveraging prompt-based techniques to enhance accuracy and insights.

  • Ethical considerations and limitations of AI

  • Leveraging AI to boost productivity, enhance decision-making, and streamline tasks

The course offers an interactive learning environment where participants will engage in discussions, collaborate on projects, and receive peer feedback. It also provides access to AI platforms and curated resources for continued learning. Participants will complete practical exercises and a final project that applies Generative AI to a real-world scenario, demonstrating their proficiency and understanding of the technology.

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What's inside

Learning objectives

  • Transform education and careers with generative ai
  • Become a prompt engineering expert
  • Unlock the power of generative ai for everyday applications
  • Utilize framework for prompt construction
  • Implement zero-shot, one-shot, and few-shot prompting
  • Enhance interactions using generative ai
  • Effortlessly design assessments for evaluation in seconds with generative ai
  • Develop impactful and efficient communication strategies by leveraging generative ai
  • Utilize generative ai to create concise summaries of key documents.
  • Utilize generative ai to adjust reading levels according to individual proficiencies
  • Differentiate projects by leveraging the capabilities of generative ai.
  • Design an in-class writing assignment utilizing generative ai.
  • Develop a lesson plan utilizing generative ai
  • Leverage generative ai for impactful, efficient case study writing.
  • Generate impactful powerpoint presentations instantly with the power of generative ai
  • Instantly generate impactful visualizations from csv or excel data with the power of generative ai
  • Instant generate tailored prompts for diverse purposes using generative ai
  • Transform your imagination into reality with the power of text-to-image generative ai
  • Unlock valuable insights and actionable guidance for your career, health, prosperity, and well-being through the powerful fusion of astrology and generative ai
  • Embrace responsible and ethical ai practices
  • Show more
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Syllabus

By the end of this section, students will grasp generative AI basics, explore its real-world impact, understand tools like ChatGPT, and envision using AI responsibly to amplify productivity
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By the end of this lecture, students will grasp generative AI basics, explore its real-world impact, understand tools like ChatGPT, and envision using AI responsibly to amplify creativity and productivity.

By the end of this lecture, students will understand generative AI's evolution, applications, and potential to enhance personal and professional tasks.

By the end of this lecture, students will confidently identify AI’s transformative applications in daily life, education, industry, and human potential.

The Quiz is to review the foundation concepts discussed in Section 1

By the end of this lecture, students will master crafting basic AI prompts, enabling them to generate tailored, actionable content and insights effectively.

By the end of this lecture, students will confidently refine prompts, analyze data, create tailored content, and leverage AI tools like ChatGPT and Gemini effectively.

By the end of this lecture, students will confidently craft prompts to analyze documents, identify risks, and optimize workflows across various industries.

By the end of this lecture, students will master the five building blocks of prompt engineering, enabling them to craft clear and effective AI prompts.

By the end of this section, students will have the intution clear on zero-shot, one-shot, few-shot, and chain-of-thought prompting to craft clear, accurate, and effective AI prompts.

By the end of this section, students will confidently craft zero-shot prompts, enabling AI to generate creative, relevant outputs without detailed examples.

By the end of this section, students will master one-shot prompting to guide AI in creating tailored, relevant, and context-appropriate outputs efficiently.

By the end of this section, students will master few-shot prompting to guide AI in crafting tailored responses by using clear, context-driven examples.

By the end of this section, students will be able to critically evaluate AI outputs, refine prompts, and adjust wording to achieve accurate, relevant results.

Students will learn the intution behind how to design an assessment using prompts by defining objectives, selecting tasks, aligning with subjects, and ensuring clear instructions and fair evaluation.

Students will be able to create engaging, grade-appropriate assessments with prompts for elementary students, as parents

Students will be able to create engaging, grade-appropriate assessments with prompts for elementary students, as school teachers

Students will be able to create engaging, grade-appropriate assessments with prompts for College/University students, as professors

Students will be able to create engaging, grade-appropriate assessments with prompts for employees, as practitioners

Students will learn the intution behind how to craft engaging, clear, and action-oriented communication prompts tailored to specific audiences, highlighting event details and desired outcomes.

Students will learn how to craft engaging, clear, and action-oriented communication prompts tailored to specific audiences as parents, highlighting event details and desired outcomes.

Students will learn how to craft engaging, clear, and action-oriented communication prompts tailored to specific audiences as school teachers, highlighting event details and desired outcomes.

Students will learn how to craft engaging, clear, and action-oriented communication prompts tailored to specific audiences as Professors, highlighting event details and desired outcomes.

Students will learn how to craft engaging, clear, and action-oriented communication prompts tailored to specific audiences as praactitoners, highlighting event details and desired outcomes.

After this lecture, students will be able to understand the intution behind summarizing a document using prompts by identifying key points, setting context, and outlining learning objectives and terminology.

After this lecture, students will be able to summarize a document using prompts as a parent by identifying key points, setting context, and outlining learning objectives and terminology.

After this lecture, students will be able to summarize a document using prompts as a school teacher, by identifying key points, setting context, and outlining learning objectives and terminology.

After this lecture, students will be able to summarize a document using prompts as a practitoner by identifying key points, setting context, and outlining learning objectives and terminology.

Students will learn the intution behind how to adjust reading levels usning prompts by simplifying text for specific audiences, ensuring key points are preserved while tailoring vocabulary and structure.

Students will learn how to adjust reading levels using prompts as a parent, by simplifying text for specific audiences, ensuring key points are preserved while tailoring vocabulary and structure.

Students will learn how to adjust reading levels using prompts as a school teacher, by simplifying text for specific audiences, ensuring key points are preserved while tailoring vocabulary and structure.

Students will learn how to adjust reading levels using prompts as a Professor, by simplifying text for specific audiences, ensuring key points are preserved while tailoring vocabulary and structure.

Students will learn how to adjust reading levels using prompts as a practitioner, by simplifying text for specific audiences, ensuring key points are preserved while tailoring vocabulary and structure.

Students will learn intution behind how to differentiate project tasks with prompts based on mastery, experience, grade level, and resources to tailor learning for diverse skill levels and needs.

Students will learn to differentiate project tasks with prompts as a School Teacher, based on mastery, experience, grade level, and resources to tailor learning for diverse skill levels and needs.

Students will learn to differentiate project tasks with prompts as a Professor, based on mastery, experience, grade level, and resources to tailor learning for diverse skill levels and needs.

Students will learn to differentiate project tasks with prompts as a Practitioner, based on mastery, experience, grade level, and resources to tailor learning for diverse skill levels and needs.

Students will be able undertsand the intution behind how to design focused, structured, and relevant prompts for writing assignments tailored to specific grade levels and learning objectives.

Students will be able undertsand to design focused, structured, and relevant prompts as parents for writing assignments tailored to specific grade levels and learning objectives.

Students will be able undertsand to design focused, structured, and relevant prompts as school teachers for writing assignments tailored to specific grade levels and learning objectives.

Students will be able undertsand to design focused, structured, and relevant prompts as professors for writing assignments tailored to specific grade levels and learning objectives.

After this lecture, students will be able to understand the intution behind how to write a clear and engaging lesson plan using prompts by defining roles, objectives, audience, materials, and time allocations.

After this lecture, students will be able to write a clear and engaging lesson plan using prompts as a school teacher by defining roles, objectives, audience, materials, and time allocations.

After this lecture, students will be able to write a clear and engaging lesson plan as a professor, using prompts by defining roles, objectives, audience, materials, and time allocations.

Students will be able to understand the intution gehind how to automate case study writing using generative AI prompts, gather relevant data, ensure client privacy, and create content for various platforms.

Students will be able to write prompts to automate case study writing using generative AI, gather relevant data, ensure client privacy, and create content for various platforms.

Students will be able to quickly generate a professional literature survey, organize references, and efficiently contextualize their research using AI.

Students will be able to quickly generate concise and accurate summaries of research papers using Generative AI, saving time and enhancing productivity.

After completing this, students will be able to identify and address research gaps using Generative AI, improving the quality and impact of their research papers.

Students will be able to use Generative AI for peer reviewing their research papers, identifying strengths, weaknesses, and suggesting improvements for submission.

Students will be able to use generative AI prompts to revise and improve research papers, integrating suggestions while applying their own expertise for final refinement.

After this lecture, students will be able to utilize generative AI tools to optimize resumes, craft cover letters, prepare for interviews, and enhance job searches.

Students will learn to use AI responsibly, ensuring accuracy, avoiding over-reliance, and recognizing bias, while keeping human judgment central in decision-making.

After completing the session, students will be able to create professional presentation slides quickly using generative AI tools and customize the content efficiently.

After completing this, students will be able to quickly generate professional visualizations from Excel or CSV datasets using AI tools like GPT, saving time.

After completing this, students will be able to generate detailed prompts using prompt generators, create assessment tests, and obtain model answers using ChatGPT.

After completing this, students will be able to generate detailed prompts, use AI tools for text-to-image conversion, and create high-quality images instantly.

After completing the above, students will be able to explore astrological predictions using ChatGPT and analyze insights on future predictions.

Traffic lights

Read about what's good
what should give you pause
and possible dealbreakers
Teaches prompt engineering, which is a foundational skill for leveraging generative AI tools effectively across various applications and contexts
Explores the ethical considerations surrounding AI, which is crucial for responsible use and mitigating potential biases in AI-driven applications
Covers zero-shot, one-shot, and few-shot prompting techniques, which are essential for crafting effective prompts and obtaining accurate AI responses
Includes hands-on exercises and real-world applications, which allows participants to immediately apply their knowledge and develop practical skills
Integrates generative AI with astrology for future prediction, which may not align with scientific understanding for all learners
Focuses on using generative AI to create assessments, communication strategies, and lesson plans, which is highly relevant for educators and trainers

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Reviews summary

Practical guide to prompt engineering

According to learners, this course offers a clear and accessible introduction to prompt engineering, making it excellent for beginners across various fields like education and business. Many students highly value the practical, real-world examples and engaging hands-on exercises, finding them directly applicable to their work or personal projects. While the course is praised for building a solid foundation in core prompt techniques, some more experienced users mention it could benefit from more advanced content. A few reviewers also pointed out some repetitiveness in certain sections and found the inclusion of an astrology module quite unusual. Despite these minor points, the overall sentiment is overwhelmingly positive, highlighting its value as a highly useful starting point for leveraging Generative AI effectively.
Focus on real-world applications and exercises.
"The practical examples were incredibly helpful and directly applicable to my teaching role."
"Loved the hands-on exercises; they really helped solidify my understanding."
"Provides concrete strategies and examples I can use immediately."
Explains basics clearly, great starting point.
"The course provides a solid foundation and explains the basics exceptionally well for newcomers."
"Concepts are explained very clearly, making it easy to grasp even with little prior AI knowledge."
"I found the explanations simple to follow, perfect for understanding the fundamentals."
Astrology module felt irrelevant to the core topic.
"The section on AI and astrology was quite unexpected and felt completely unrelated."
"Didn't understand the purpose of including the astrology module."
"I skipped the astrology part; it seemed like an odd addition."
Certain topics are revisited across modules.
"Some parts of the course felt slightly repetitive across different sections."
"There was a bit of overlap in material presented in different lectures."
"Could be slightly condensed to avoid repeating core concepts."
May be too basic for those with prior experience.
"While excellent for basics, I was hoping for a bit more depth on advanced prompt optimization."
"Experienced users might find the content covers mostly familiar territory."
"The course provides a great overview but doesn't dive deep into complex topics."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Prompt Engineering: From Basics to Breakthroughs with these activities:
Review AI Fundamentals
Reviewing AI fundamentals will provide a solid foundation for understanding the more advanced prompt engineering concepts covered in the course.
Show steps
  • Read introductory articles on AI and machine learning.
  • Watch videos explaining basic AI concepts.
  • Complete a short online quiz on AI terminology.
Read 'Prompt Engineering for Dummies'
Reading 'Prompt Engineering for Dummies' will provide a comprehensive overview of the field and enhance your understanding of the course material.
View Generative AI: The Insights You Need from... on Amazon
Show steps
  • Obtain a copy of 'Prompt Engineering for Dummies'.
  • Read the book, focusing on key concepts and examples.
  • Take notes on important techniques and strategies.
Experiment with different prompts on ChatGPT
Practicing with ChatGPT will help you internalize the principles of prompt engineering and develop your intuition for crafting effective prompts.
Show steps
  • Access ChatGPT or a similar AI platform.
  • Try different prompt structures and variations.
  • Analyze the outputs and refine your prompts accordingly.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Read 'Generative AI: A Comprehensive Guide'
Reading 'Generative AI: A Comprehensive Guide' will provide a deeper understanding of the technology behind prompt engineering.
View Putting Knowledge to Work on Amazon
Show steps
  • Obtain a copy of 'Generative AI: A Comprehensive Guide'.
  • Read the book, focusing on the models and techniques discussed.
  • Relate the concepts to prompt engineering principles.
Create a portfolio of effective prompts
Creating a portfolio will solidify your understanding of prompt engineering and provide a valuable resource for future projects.
Show steps
  • Identify different use cases for generative AI.
  • Craft prompts for each use case, documenting your process.
  • Organize your prompts and outputs in a portfolio format.
  • Reflect on what you learned from each prompt.
Mentor other students in prompt engineering
Mentoring others will reinforce your own understanding of prompt engineering and help you develop your communication skills.
Show steps
  • Offer assistance to other students in the course forums.
  • Lead a study group on prompt engineering techniques.
  • Provide feedback on other students' prompts.
Develop an AI-powered application
Developing an AI-powered application will allow you to apply your prompt engineering skills in a real-world context and gain practical experience.
Show steps
  • Choose a problem that can be solved with generative AI.
  • Design the application and identify the necessary prompts.
  • Implement the application and test your prompts.
  • Refine your prompts based on user feedback.

Career center

Learners who complete Prompt Engineering: From Basics to Breakthroughs will develop knowledge and skills that may be useful to these careers:
Instructional Designer
An instructional designer creates learning materials and experiences, and this course is beneficial because it emphasizes using Generative AI to design assessments, lesson plans, and writing assignments. This course's focus on crafting prompts for educational content will help an instructional designer create engaging and effective learning materials. The course covers how to generate tailored assessments and differentiate project tasks, skills crucial in designing effective learning experiences. The course will also help the instructional designer streamline the content creation process, a valuable skill for those in this role.
See salaries and explore the career path for Instructional Designer
Curriculum Developer
A Curriculum Developer is responsible for creating educational content, a task greatly enhanced by skills learned in this course. This course teaches learners to leverage Generative AI for designing assessments, developing lesson plans, and creating various educational materials, which will be directly applicable to a curriculum developer's daily work. The ability to generate concise summaries and adjust reading levels will help a curriculum developer create content that is accessible and effective. The course's focus on prompt engineering for specific educational purposes will be particularly useful for someone in this role.
See salaries and explore the career path for Curriculum Developer
Training Facilitator
A training facilitator delivers training programs, and this course provides strategies for designing engaging and efficient learning experiences. This course teaches how to generate assessments, create tailored communication strategies, and adjust content for different reading levels. A training facilitator will be able to use Generative AI to prepare their training content, ensuring the material is engaging and meets the learning needs of participants. The emphasis on hands-on exercises and practical applications of Generative AI will be beneficial in the development of training materials.
See salaries and explore the career path for Training Facilitator
Content Creator
A content creator develops written, visual, or multimedia content for various platforms, and this course's focus on Generative AI provides tools to enhance their creative process. This course teaches learners how to use AI to generate text, images, and presentations. A content creator will benefit greatly by reducing time spent on content generation while improving efficiency and productivity. The course highlights the creation of concise summaries, adjustments to reading levels, and design of detailed prompts, which are essential for a content creator.
See salaries and explore the career path for Content Creator
Educational Consultant
An educational consultant advises educational institutions on best practices, and this course can help them recommend innovative uses of technology, particularly Generative AI. This course's coverage of designing assessments, developing lesson plans, and creating tailored learning experiences using prompts, will be helpful to an educational consultant. The course also covers the ethical considerations of AI, an important factor for consultants working in education. Learning to leverage Generative AI to provide tailored recommendations for educational institutions is a key skill for a consultant.
See salaries and explore the career path for Educational Consultant
Corporate Trainer
A corporate trainer designs and delivers training programs for employees, and this course offers strategies to create effective learning experiences using Generative AI. This course emphasizes creating tailored assessments and communication strategies, adjusting content for various reading levels, and automating aspects of case study writing. A corporate trainer can benefit from using Generative AI to prepare training content that is engaging and efficient. The practical, real-world applications of generative AI will be especially useful to anyone in this role.
See salaries and explore the career path for Corporate Trainer
Technical Writer
A technical writer creates documentation, and this course may be useful by providing skills in using generative AI to enhance the writing process. The course covers how to generate concise summaries and adjust reading levels, which may help a technical writer create clear and accessible documentation for a diverse audience. This course offers instruction in using AI to create content more efficiently, and to generate detailed prompts, which may streamline the documentation process. The course includes instruction on crafting tailored prompts, which may be helpful when working with complex technical topics.
See salaries and explore the career path for Technical Writer
Research Analyst
A research analyst collects and interprets data, and this course may be useful due to its focus on using Generative AI for content creation and analysis. This course covers how to leverage AI for summarizing information, identifying research gaps, and generating surveys, which could assist in the research process. The course also emphasizes strategic prompting and data analysis, which may be valuable for a research analyst. The course also provides relevant information on AI-driven research tools, and will be helpful in improving efficiency.
See salaries and explore the career path for Research Analyst
Project Manager
A project manager oversees projects from start to finish, and this course may benefit these professionals by providing innovative strategies for planning and executing projects using Generative AI. This course teaches how to leverage AI to streamline tasks, create summaries of project documents, and develop communication strategies. By using AI to automate content generation, a project manager can focus more on the critical aspects of time and resources. The course also covers how to use Generative AI to design projects, and enhance project planning and execution.
See salaries and explore the career path for Project Manager
Communication Specialist
A communication specialist develops and implements communication strategies, and this course could help by offering innovative tools using Generative AI. Communication specialists can leverage this course to create efficient communication plans, write clear summaries, and craft impactful communication prompts. The course's instruction on using Generative AI to adjust reading levels and tailor messages will be helpful for communicating with diverse audiences. Learning to streamline the communication process with AI is a valuable skill for professionals in this area.
See salaries and explore the career path for Communication Specialist
Marketing Specialist
A marketing specialist develops marketing campaigns and strategies, and may benefit from this course by learning to leverage Generative AI for content creation and analysis. The course touches on generating content, using tailored prompts, and creating impactful narratives, all of which will be useful for a marketing specialist who needs to create persuasive marketing content. The course also covers the use of AI for summarizing data, which may help the marketing specialist analyze market trends and consumer behavior. The course instruction on using AI to enhance productivity is a valuable tool in the fast-paced marketing world.
See salaries and explore the career path for Marketing Specialist
Tutor
A tutor provides educational support to students, and this course may be useful because it covers the creation of learning materials, lesson plans and assessments with the help of Generative AI. The course will give a tutor strategies for using AI to tailor learning experiences to individual student needs. A tutor will also benefit from the course's instruction on adjusting reading levels and creating concise summaries. The course discusses how to use AI to create assessments, which a tutor could use to track student progress more efficiently.
See salaries and explore the career path for Tutor
Business Analyst
A business analyst improves business processes, and this course may provide helpful insight by teaching the use of Generative AI to streamline tasks and analyze data. The course covers how to summarize documents, create visualizations from data, and leverage AI for enhanced decision making. A business analyst could use these skills to identify trends, generate reports, and improve overall efficiency. Instruction on prompt engineering may also help a business analyst gather requirements more effectively. The skill of using AI to streamline workflows could lead to improved outcomes.
See salaries and explore the career path for Business Analyst
Social Media Manager
A social media manager creates and manages content for social media platforms, and this course may prove useful by teaching how to leverage Generative AI for content generation. This course may help a social media manager use AI to create engaging content, generate summaries, and analyze social trends. The instruction on creating tailored prompts may also be helpful in producing targeted social media posts. The skills learned in this course could help a social media manager streamline the content creation process, and improve overall efficiency.
See salaries and explore the career path for Social Media Manager
Copywriter
A copywriter crafts persuasive marketing materials, and this course may be beneficial by providing an introduction to Generative AI for content creation. This course highlights the use of Generative AI tools to enhance the writing process. The course may provide strategies for producing more engaging and efficient written communications. The course's instruction on how to tailor messages for diverse audiences could also be useful in this role. While not directly related to copywriting, this course may help a copywriter streamline certain aspects of their work.
See salaries and explore the career path for Copywriter

Reading list

We've selected two books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Prompt Engineering: From Basics to Breakthroughs.
Cover image
Generative AI: The Insights You Need from Harvard...
Save
Provides a practical and accessible guide to prompt engineering, making it an excellent resource for beginners. It covers the core concepts and techniques needed to effectively interact with generative AI models. The book is particularly useful for understanding the nuances of prompt design and optimization. It serves as a valuable reference throughout the course and beyond.
Generative AI: The Insights You Need from Harvard...
Paperback
$$
Generative AI: The Insights You Need from Harvard...
Kindle Edition
$$
Cover image
Putting Knowledge to Work
Save
Provides a deep dive into the technical aspects of generative AI, covering various models and techniques. It valuable resource for those who want to understand the underlying mechanisms of generative AI. While not strictly focused on prompt engineering, it provides a broader context for understanding how prompts interact with AI models. This book is best used as additional reading to expand your knowledge.
Putting Knowledge to Work
Paperback
Check
Putting Knowledge to Work
Kindle Edition
Check

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Effort
2.5 total hours
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Mind Alchemy
Language
English
Traffic lights
Read about what's good
what should give you pause
and possible dealbreakers
Teaches prompt engineering, which is a foundational skill for leveraging generative AI tools effectively across various applications and contexts
Explores the ethical considerations surrounding AI, which is crucial for responsible use and mitigating potential biases in AI-driven applications
Covers zero-shot, one-shot, and few-shot prompting techniques, which are essential for crafting effective prompts and obtaining accurate AI responses
Includes hands-on exercises and real-world applications, which allows participants to immediately apply their knowledge and develop practical skills
Integrates generative AI with astrology for future prediction, which may not align with scientific understanding for all learners
Focuses on using generative AI to create assessments, communication strategies, and lesson plans, which is highly relevant for educators and trainers
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