Certainly! Prompt engineering involves crafting prompts that elicit specific and desired responses from language models like ChatGPT. Here's a breakdown of prompt engineering techniques and a sample prompt:

1. Be Clear and Specific: Make your request explicit and concise. Avoid ambiguity that might lead to irrelevant or incorrect answers.

Example Prompt: "Provide a step-by-step guide for baking a chocolate chip cookie, including the ingredients and baking instructions."

2. Use Context and Constraints: Incorporate relevant context or constraints to guide the model's response.

Example Prompt: "Imagine you're a travel guide in Paris. Write a paragraph describing the best hidden gem restaurant that locals love."

3. Multiple Iterations: Sometimes, you might need to refine or iterate your prompts to get the desired output.

Example Prompt (Iteration 1): "Explain the concept of photosynthesis."

Example Prompt (Iteration 2): "Explain photosynthesis in simple terms suitable for a middle school student."

4. Compare and Contrast: Frame your prompt to compare and contrast different options, ideas, or concepts.

Example Prompt: "Compare and contrast the advantages and disadvantages of electric cars and traditional gasoline-powered cars."

5. Pros and Cons: Request a list of pros and cons for a particular topic or decision.

Example Prompt: "Provide a list of pros and cons for using renewable energy sources in comparison to fossil fuels."

6. Fill in the Blanks: Create prompts with missing information that the model needs to fill in.

Example Prompt: "The main causes of climate change include ______ and ______."

7. Storytelling or Dialogue: Set the scene for a story or a dialogue that encourages the model to generate creative content.

Example Prompt: "Write a dialogue between two friends discussing their plans for a weekend getaway.

Today, I completed the Coursera Prompt Engineering course offered by Vanderbilt University, and I cannot recommend it highly enough! This course is an absolute game-changer for anyone looking to harness the power of large language models like ChatGPT to increase productivity, creativity, and efficiency. Whether you're a complete beginner or have some familiarity with AI, this course will take your skills to the next level. One of the most impressive aspects of the course is the instructor, Dr. Jules White. Dr. White is an exceptional resource, offering clear, insightful instruction that makes complex concepts easy to grasp. His expertise and passion for the subject matter shine through in every lesson. He goes beyond simply teaching the technical aspects—he also provides fascinating real-world examples of how these tools can be applied across a variety of domains. Dr. White’s engaging teaching style and depth of knowledge make the course not only informative but also enjoyable. The course itself is well-structured, starting with the basics and building up to advanced techniques for writing effective prompts. By the end, I felt fully equipped to utilize AI in my personal and professional life. I’ve already applied what I’ve learned to writing, planning, summarization, and even basic programming tasks, with remarkable results. If you're looking to stay ahead of the curve and unlock the true potential of AI tools, this course is for you. Dr. White’s guidance, combined with the course’s practical approach, will make you an expert prompt engineer in no time. Trust me—this knowledge is going to be as essential as your smartphone in the very near future!

🌟🌟🌟🌟🌟 Course Review: "Prompt Engineering for ChatGPT"

👋 Hello everyone,

I recently completed a course on "Prompt Engineering for ChatGPT," presented by Dr. Jules White and offered through Vanderbilt University and Coursera, and I couldn't be more thrilled with what I've learned.

🎯 Background: I was laid off from work and found myself navigating the job market once again. While everyone around me, including my kids, was talking about ChatGPT, I had little to no idea what it was or how it could be useful. That's when I decided to take this course.

📚 What I Learned:

🛠️ Why It Matters: The course has been a game-changer for me. As AI and machine learning continue to revolutionize various industries, understanding how to interact with and utilize these technologies is crucial. This course has equipped me with the skills to better design and implement conversational agents, which are becoming increasingly important in customer service, data analysis, and many other fields.

🔄 Real-World Application: Not only has this course helped me in my job search by making me more marketable, but I also see it assisting me in my day-to-day life. Whether it's automating tasks, generating content, or even helping my kids with their homework, the possibilities seem endless.

🙏 Acknowledgments: A huge shoutout to Dr. Jules White for his insightful lectures and to Vanderbilt University and Coursera for making this invaluable learning experience possible.

If you're looking to understand the world of ChatGPT and how to make the most out of it, I highly recommend this course!

After completing the prompt engineering course, you will have gained valuable skills in creating effective prompts and engaging with large language models. This knowledge can open up new opportunities for you in various fields.

With your expertise in prompt engineering, you can contribute to the development of AI applications that require natural language processing and understanding. You could work on building chatbots, virtual assistants, or intelligent recommendation systems that utilize large language models to provide personalized and accurate responses.

Furthermore, your understanding of prompt engineering can be applied to enhance customer service experiences, improve information retrieval systems, or optimize decision-making processes. You'll have the ability to design prompts that extract the most relevant information from users and guide them towards desired outcomes.

The demand for professionals skilled in prompt engineering is increasing as organizations recognize the value of leveraging large language models to automate tasks, improve efficiency, and deliver better user experiences. By completing this course, you position yourself for exciting career opportunities in fields such as natural language processing, machine learning, data science, and AI engineering.

Prepare to embark on a journey where you can shape the future of human-AI interaction and make a meaningful impact in various industries. The skills you acquire in prompt engineering will enable you to seize new opportunities and contribute to the advancement of AI technology.

I recently completed the "Prompt Engineering for ChatGPT" course on Coursera, and I must say it exceeded my expectations. This course is a must for anyone interested in harnessing the full potential of ChatGPT and other large language models. The course content is well-structured, starting with the basics of prompt engineering and gradually delving into more advanced techniques. The instructors do a fantastic job of explaining complex concepts in a clear and accessible manner, making it easy for learners at all levels to follow along. One of the standout features of this course is its practical approach. The hands-on assignments and real-world examples are incredibly useful, allowing you to immediately apply what you've learned. I particularly appreciated the variety of prompt patterns covered, such as the Template Pattern and Recipe Pattern, which have already improved my ability to generate precise and effective outputs from ChatGPT. The course also encourages creativity, prompting you to develop your own prompt-based applications to solve everyday problems. This not only reinforces your understanding but also demonstrates the versatility of prompt engineering in various contexts. Overall, this course is an excellent resource for anyone looking to deepen their understanding of prompt engineering and make the most out of AI tools like ChatGPT. Whether you're a beginner or have some experience, this course offers valuable insights that will enhance your skills and confidence in working with language models. I highly recommend it!

I'm thrilled to express my utmost satisfaction with the ChatGPT Prompt Engineering course you led. I'm delighted to grant an exceptional 5-star rating for your exceptional guidance.

Your passion and expertise were evident from the start. Your deep grasp of prompt engineering not only clarified complex concepts but also fostered curiosity among us. Your ability to explain with clarity and relevance set this course apart.

The course structure catered to all levels, blending theory with practical exercises seamlessly. The balance between lectures, discussions, and activities made every session informative and enjoyable.

Your dedication to collaborative learning was commendable. Addressing queries, encouraging discussions, and personalized feedback showcased your commitment. Your responsiveness to diverse needs added immense value.

The use of teaching aids enriched our understanding. Comprehensive materials, reading suggestions, and resources highlighted your effort in curating relevant content.

Your genuine care for each participant's progress was palpable. Your encouragement and motivation boosted our confidence in prompt engineering. Your approachability and commitment to comprehension are highly appreciated.

Dr. Jules White, your ChatGPT Prompt Engineering course was enriching. Learning from you was an honor. Your passion and dedication left an indelible mark. This course undoubtedly merits 5 stars.

Thank you for your unwavering commitment. I eagerly anticipate applying the gained insights in my future endeavors.

I have been working with LLMs for pretty much every task imaginable to a person for the past 2.5 years. If it can be done with an LLM, i have probably tried it, or seen it. In fact, I've even tried things that aren't usually considered do-able by an LLM, and have attempted those as well, so I considered myself fairly proficient in Prompting. I had even read many of the famous papers on Prompting including Chain of Thought, Code Interpreter with Code-based Self-Verification, Boosted Prompt, Prompt Engineering for Job Type Classification, Progressive-Hint Prompting to improve reasoning, Tree of Thought, EmotionPrompt, Question Decomposition, RCI (Recursively Criticize and Improve), Reflexion, DERA, Factored Decomposition, etc etc etc. However, even with all that knowledge, I still learned a lot from Dr. Jules White's lessons and examples. His course is easy to follow for anyone, regardless of technical background, and should be essential training for anyone trying to improve their LLM results. For some, you may want to watch the videos at 2x speed, especially if familiar with some of the basic Chain Of Thought prompting, or others, however, watching these is still useful as you can see other ways the professor has attempted to use these prompts. There's a lot of great ingenuity in his methodology and approach, so i can't recommend this highly enough! Also, most of this can be done in a day or two if you put a serious weekend to it! Best of luck, future Prompt Engineers!

I recently had the privilege of completing the Prompt Engineering for ChatGPT course, and I must say it was an outstanding learning experience. The course was meticulously designed, providing deep insights into crafting effective prompts to maximize ChatGPT’s potential. A special thanks to Dr. Jules White for his exceptional teaching style, clear explanations, and hands-on approach. His expertise and passion for the subject made the learning process both engaging and enriching. I would also like to express my sincere gratitude to the organizing institutions and supporting entities that made this course possible. Their dedication to promoting AI education is truly commendable. I highly recommend this course to anyone looking to enhance their skills in AI and prompt engineering! لقد حظيتُ مؤخرًا بفرصة رائعة لإكمال دورة هندسة التوجيهات لـ ChatGPT، وكانت تجربة تعليمية مميزة بكل المقاييس. تم تصميم الدورة بعناية فائقة، حيث قدّمت رؤى عميقة حول كيفية صياغة التوجيهات بفعالية لتحقيق أقصى استفادة من ChatGPT. أود أن أوجه شكرًا خاصًا للدكتور جولز وايت على أسلوبه التدريسي الرائع، وشرحه الواضح، ونهجه العملي في إيصال المعلومات. لقد جعلت خبرته وشغفه بالمجال عملية التعلم أكثر جاذبية وإثراءً. كما أعبر عن خالص امتناني للمؤسسات المنظمة والجهات الداعمة التي أسهمت في توفير هذه الدورة، فجهودهم في دعم وتعزيز تعليم الذكاء الاصطناعي تستحق كل التقدير. أنصح بشدة بهذه الدورة لكل من يرغب في تطوير مهاراته في الذكاء الاصطناعي وهندسة التوجيهات!

I recently completed the "Prompt Engineering for ChatGPT" online course, and I must say it exceeded my expectations. This course is an invaluable resource for anyone looking to harness the full potential of ChatGPT. The course content is not only well-structured but also delivered in a clear and comprehensible manner. It takes you through the various patterns for prompt engineering, providing practical insights and real-world examples. What I found particularly useful was the hands-on guidance it offered for creating prompts that elicit the desired responses from ChatGPT. The instructors are not only knowledgeable but also passionate about the subject, which made the learning experience engaging and enjoyable. They encouraged active participation, and the interactive discussions with fellow learners were highly beneficial. One of the standout features of this course is the focus on practical application. I was able to immediately apply the concepts I learned to improve the quality of responses I received from ChatGPT, which has been immensely helpful in my work. In summary, "Prompt Engineering for ChatGPT" is an excellent online course for those seeking to master the art of crafting prompts effectively. It has undoubtedly enhanced my understanding and application of prompt engineering, and I highly recommend it to anyone looking to maximize the potential of ChatGPT.

I'm amazed with the outcome of this course and the tools it provided me! This is a great course as introduction for chatGPT and above all to engineering prompting. The basic is very well explained and allows us to gradually grow the knowledge and understanding how LLM works. The mindset I've gained leads me to start thinking as a 'prompt engineer' and to 'program' even without any previoulsy programming know-how, to the point to arrive to the last assignment and build a program for my purposes, which provides me a great solution for my daily needs which I find awesome! Throughout these weeks I started from a bit skeptical stance I must say - due to my lack of experience with LLM or programming, which I tough might impair my initial learning and progress - to be reassured I can fo great things with GPT, proud of what I've learned and put in practice. Therefore I'm about to enroll in the next course and advance in terms of developing my knowledge. A very important point: this engineering prompt acquired knowledge is precious not only to chatCPT but it's extensive and applicable to other LLM, which makes this course paramount as a learning tool, regarding working with AI LLM! Finally I'd like to highlight Dr. Jules White lectures as he is an excellent teacher, a specialist in the subject, a developer and researcher and an excellent communicator.

"The Prompts Engineering course was eye-opening and helped me think about AI, language models, and the potential of text-based applications in an entirely new way.

The instructors did an excellent job breaking down how prompts work and illustrating key techniques for crafting effective prompts through practical examples and hands-on projects. They stressed the importance of providing enough context and constraints in prompts while also leaving space for creativity and variation in the results.

The most valuable part of the course for me was learning how to develop my own prompt-based applications to accomplish useful goals. The lessons on identifying tasks that could benefit from prompt-based automation, formulating prompts for those tasks, and incorporating user feedback to improve results over time gave me a framework for continuing to build and refine my own applications in the future.

After completing this course, I feel like I have a solid foundation for understanding large language models, the key factors that determine the quality of prompt results, and strategies for pushing the boundaries of what's possible with this technology. I would highly recommend this course to anyone interested in exploring the potential of AI text generators and prompt-based applications."

👏 The course on prompt engineering provided by Vanderbilt University is truly insightful and inspiring. The emphasis on the creative power of large language models is a valuable perspective. Your encouragement to explore this new medium as a tool for creativity resonates deeply. Just like artists experiment with various mediums, seeing ChatGPT as another exciting canvas for innovation is a brilliant analogy.

👩🏫 Your final points about practice, staying updated with research, collaboration, and ethical use of these models are all crucial takeaways. The emphasis on collaboration, in particular, highlights the potential for collective creativity and innovation in the field of prompt engineering.

📚 The course content has been thoughtfully designed, and it's evident that the aim is to empower students to harness the full potential of large language models while also emphasizing responsible use. I appreciate your dedication to fostering a community of learners who will undoubtedly make significant contributions to the field.

🙏 Thank you, Dr. Jules White and the entire team at Vanderbilt University, for providing such valuable insights and guidance. I look forward to seeing the innovative and creative applications that emerge from your course. Kudos to you! 🌟

My Review of "Prompt Engineering for Chat GPT"

Rating: 5/5

I recently completed the "Prompt Engineering for Chat GPT" course, and I couldn't be more satisfied with the experience.

Course Content:The course was comprehensive and offered a wealth of insightful information. The topics were up-to-date and well-structured, making it easy for participants to grasp complex concepts quickly.

Instructor:The instructor was not only knowledgeable but also had a knack for explaining complex topics in a digestible manner. They were engaging throughout the course, which helped maintain interest and focus.

Materials:The study materials were well-organized, making it easy to follow along and review concepts later. Everything from the slides to the additional reading resources was curated to enhance understanding and retention.

Practicality:One of the highlights of this course was the availability of real-world examples. The course is designed so that you can opt for practical, hands-on exercises, making the learning experience much more engaging and beneficial.

Overall Experience:

The course exceeded my expectations in all aspects. It was an enlightening experience that I would highly recommend to anyone interested in prompt engineering and GPT technology.

I recently completed an outstanding course in Prompt Engineering, and I must say, it was a transformative experience. The course, spearheaded by Professor Jules White, was a deep dive into the fascinating world of AI interactions and prompt crafting. What stood out most were the diverse prompt patterns we explored. Each pattern was not only explained in theory but also applied in practical exercises, enabling us to understand their nuances and applications. Professor White's expertise and enthusiasm for the subject were evident in every lecture. His ability to break down complex concepts into digestible, engaging lessons made the learning process enjoyable and highly effective. One of the most remarkable aspects of the course was the focus on ethical considerations in prompt engineering. This not only included avoiding biases in AI responses but also emphasized the importance of responsible AI usage. In conclusion, this course was an incredible journey into the realm of AI and prompt engineering. The skills I've acquired have opened new doors for me in AI interactions, and the lessons from Professor White will undoubtedly be a guiding light in my future endeavors in this field.

Dear Dr. Jules White,

I wanted to take a moment to express my sincere gratitude for the course on "Prompt Engineering for ChatGPT." The insights and knowledge that I gained from the course have been invaluable and have already had a significant impact on my work with ChatGPT.

The course structure was well-organized and the material was presented in a clear and concise manner. I appreciated the emphasis on practical applications and the opportunity to apply the concepts and techniques learned in the course to real-world scenarios.

Throughout the course, your expertise and passion for the subject matter were evident, and I found your feedback and guidance to be incredibly helpful. Your willingness to share your knowledge and experience with us was greatly appreciated, and I feel much more confident in my ability to create effective prompts for ChatGPT as a result of this course.

Thank you again for your time and effort in designing and delivering this course. It has been an excellent learning experience, and I look forward to applying what I have learned in my work with ChatGPT and beyond.

Best regards,

Hasan

&

With help of https://poe.com/

Prompt Engineering for ChatGPT Review

I must extol the wonders of the Prompt Engineering for ChatGPT course, where the art of language and AI harmoniously converged. Leveraging ChatGPT, I conjure this review with grace and depth.

1. Conciseness with Depth

This course excelled in its brevity, painting profound insights with concise strokes. Its eloquence ignited curiosity and beckoned further exploration.

2. Abundant Examples and Exercises

A symphony of learning unfolded through plentiful examples and engaging exercises. Each instance honed my craft and polished my skills.

3. Unveiling Prompts' Versatility

From templates to formatting, an array of tools adorned my prose, imparting finesse and empowering creativity.

4. Crafting Prompt Applications

With deftness, I mastered the art of prompt application, gaining autonomy in shaping ChatGPT's symphony of words.

5. A Canvas of Comprehension

Complex ideas found clarity within its elegance, fostering understanding and unraveling mysteries.

In sum, Prompt Engineering for ChatGPT ignited my passion for language and AI, imparting a transformative journey of artistry and skill. Grateful for this odyssey, I eagerly embrace future endeavors.

I recently completed the course titled 'Prompt Engineering for ChatGPT,' and it has significantly enhanced my proficiency, even after a year of using LLMs. This course adeptly covers a range of topics, from basic prompting methods to advanced strategies that leverage the full potential of these models. Particularly enlightening was the module on crafting context-specific prompts that dramatically improved the relevance and accuracy of responses from LLMs. The structure of the course, which includes a mix of lectures, hands-on exercises, and real-world case studies, facilitates a deep understanding of the material. The instructor's expertise was evident throughout, making complex concepts accessible to all participants. One immediate application of my newfound skills was in optimizing data extraction tasks, which has saved considerable time and improved outcomes. 'Prompt Engineering for ChatGPT' is particularly beneficial for users who have a basic understanding of LLMs but wish to elevate their expertise to a professional level. Overall, 'Prompt Engineering for ChatGPT' is an invaluable resource for anyone looking to maximize their effectiveness in using LLMs.

I recently completed the "Prompt Engineering" course on Coursera, and I must say it exceeded my expectations in numerous ways. The course provided a deep dive into the intricacies of prompt engineering, offering a comprehensive understanding of how language models interpret and respond to different inputs. The content was well-structured, starting with the fundamentals and gradually progressing to advanced concepts. The course instructors did an excellent job explaining complex topics, breaking them down into digestible segments. The inclusion of real-world examples and practical exercises enhanced my learning experience, allowing me to apply the concepts in a hands-on manner. One of the standout aspects of the course was its focus on practical applications. The instructors not only covered theoretical aspects but also delved into real-world scenarios where prompt engineering plays a crucial role. This practical approach significantly contributed to my ability to implement prompt engineering strategies in my own projects.

I recently completed the Prompt Engineering for ChatGPT course. This comprehensive course not only elevated my understanding of prompt engineering but also provided me with invaluable knowledge and practical skills.

The modules were well-structured, allowing for a smooth progression of concepts and ensuring a strong foundation.

One of the standout aspects of this course was its emphasis on practical exercises and real-world examples. Throughout the program, I had numerous opportunities to apply what I learned and test my understanding.

The learning platform was user-friendly and intuitive, making navigation and access to course materials a breeze.

As someone who values flexibility in learning, I appreciated the self-paced nature of the course. It allowed me to study at my own convenience, ensuring that I could balance my other commitments without compromising the quality of my learning experience. I recommend this course to anyone seeking to expand their knowledge in prompt engineering and enhance their professional skills.

Recientemente completé el curso en línea "Ingeniería Prompt para ChatGPT" a cargo del Dr. Jules White en Coursera, y mi experiencia fue altamente positiva. El curso destacó por su enfoque práctico en la creación de prompts mediante patrones, con especial énfasis en técnicas como la expansión de esquemas y la verificación cognitiva. Personalmente, encontré el patrón de verificación cognitiva invaluable para garantizar resultados precisos, especialmente en problemas ambiguos. El Dr. Jules White merece reconocimiento por su habilidad para transmitir conocimientos de manera clara y sencilla, haciendo que el curso sea accesible y enriquecedor. La plataforma Coursera también impresionó por su amigabilidad e intuitividad, facilitando una experiencia de aprendizaje sin complicaciones. En resumen, el curso ofrece valiosos conocimientos sobre la ingeniería de prompts para LLMs, respaldado por un instructor apasionado y una plataforma efectiva. Recomiendo este curso a quienes buscan optimizar el uso de modelos de lenguaje.

I have created this review using ChatGPT. "Under the guidance of Dr. Jules White, I recently completed the Prompt Engineering course, and I am thrilled to share that it far surpassed my expectations. The course content was meticulously structured, and the delivery was impeccable. What set this course apart was its hands-on approach, allowing me to not only grasp the theories but also apply them in practical scenarios. Dr. White demonstrated a wealth of knowledge and was always ready to address queries, providing invaluable insights. The course's seamless flow and accessible materials make it suitable for learners of all levels. Throughout the modules, I gained a wealth of practical tips and tricks that have significantly bolstered my prompt engineering abilities. I wholeheartedly recommend this course to anyone seeking to elevate their skills in this domain, as it's a transformative learning experience that promises tangible results in content generation."

Wasn't sure what to expect becuase I've used ChatGPT a lot with my own self-learning habits and conducting problem identification and creative experiments over the past 18 months. While this course is limited to the tech capabilities GPT 3.5 development, it's okay because there are mindset fundamentals in thinking that are gems. Jules did a great job of not just dumping prompts as a concepts or presenting research, but actually showcasing creative thinking for problem-solving was great through the prompt patterns and examples. Jules' approach and perspective expanded my mindset and explained or reinforced elements that I'd discovered on my own are actually normalized as good tool use. What's next? I plan to take the Data Visualization course, and hope Jules considers adding additional courses on some of the more advanced capabilities today, particularly advanced voice mode, reasoning model o1, and deep research.

In 1 paragraph, create a positive review for a ChatGPT prompt engineering course. Highlight the fact that the instructor was clear and gave great examples, also highlight the excellent quality of the course content.

ChatGPT

The ChatGPT Prompt Engineering Course was an extraordinary experience! The instructor's clarity and excellent use of real-world examples made even the most complex concepts easy to understand, sparking curiosity and excitement. The course content was comprehensive and well-structured, covering a wide range of engineering topics relevant in today's world. The hands-on exercises and projects allowed me to apply my knowledge effectively, and the support from the instructor and community was exceptional. I wholeheartedly recommend this course to anyone aspiring to be an engineer; it left me feeling confident and inspired to tackle engineering challenges with enthusiasm!

The ChaGPT Prompt Engineering course, led by the esteemed instructor Dr. Jules White, offered by Vanderbilt University on Coursera has been an enlightening journey. As an Applied Artificial Intelligence Bachelors Degree university student, I gained invaluable insights into prompt engineering and language model customization. The well-structured content, clear explanations, and practical exercises facilitated by Dr. Jules White equipped me with the skills to optimize language models for specific tasks. The hands-on approach empowered me to craft effective prompts and fine-tune models for tailored outputs. Collaborating with fellow learners enriched my experience. I highly recommend this course to anyone seeking to enhance their natural language processing expertise. It's been a transformative and rewarding learning experience.

I've been a highly online individual for nearly my whole life. Needless to say I have an intuitive familiarity with how many programs operate, including LLMs. Because of this, my initial impressions of the course were not great. I was worried that I had just wasted $49 for knowledge I already had. About halfway through the course that changed, and I was introduced to new ideas for how to use ChatGPT and in the final module I even created a particularly useful application for myself that I had not considered doing before. It's now helping me automate a complex daily task that is fairly personalized and custom suited for my needs. Overall, I felt the course was well paced with a good instructor and good examples. I even have a useful application now because of it. Thank you. Highly recommended.