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ces, tools, and other shiny things for GPT Prompt Engineering.</p><figure id="2b90"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*ydCH01iN56TDMBLw91afyg.png"><figcaption></figcaption></figure><h1 id="f038">2. Prompt Engineering Guide</h1><figure id="5f19"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*o2KfJJMWrS2d9feET_ic5A.jpeg"><figcaption></figcaption></figure><p id="69b6">Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for various applications and research topics.</p><p id="78dd">Prompt engineering skills help better understand the capabilities and limitations of large language models (LLMs). Researchers use prompt engineering to improve the capacity of LLMs on a wide range of common and complex tasks such as question answering and arithmetic reasoning. Developers use prompt engineering to design robust and effective prompting techniques that interface with LLMs and other tools.</p><p id="0ee6">Motivated by the high interest in developing with LLMs, <a href="https://github.com/omarsar">Elvis Saravia</a> has created this <a href="https://github.com/dair-ai/Prompt-Engineering-Guide"><b>Prompt Engineering Guide</b></a> that contains all the latest papers, learning guides, lectures, references, and tools related to prompt engineering for LLMs.</p><h1 id="40d5">3. Prompt Engineering for LLMs</h1><figure id="d213"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/0*0f6ZKt7x4brYjsXB"><figcaption></figcaption></figure><p id="016c"><a href="https://maven.com/dair-ai/prompt-engineering-llms"><b>Prompt Engineering for LLMs</b></a> is a 4-day hands-on course that teaches how to efficiently and effectively use LLMs. It covers the best and latest prompting techniques that you can apply to a variety of use cases that range from building long article summarizers to prompt injection detectors to LLM-powered evaluators.</p><p id="4f14">Be ready to dive deep and acquire advanced skills for effectively prompting and building with LLMs. By the end of the course, the goal is NOT to teach you the “10 best prompts”. The goal is for you to learn how to apply advanced prompting techniques to help you grow in your career, build personal projects, or build advanced LLM-powered products.</p><h1 id="15da">4. Maximizing the Potential of LLMs: A Guide to Prompt Engineering</h1><figure id="347a"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*FVw7s6Mb7I2I2iv0qVAlHQ.png"><figcaption></figcaption></figure><p id="263d">Language models have rapidly improved in recent years, with large language models (LLMs) such as GPT-3 and GPT-4 taking center stage. These models have become popular due to their ability to perform a great variety of tasks with incredible skill. Also, as the number of parameters of these models (in the billions!) has increased, these models have unpredictably gained new abilities.</p><p id="c875">In this <a href="https://dzone.com/articles/maximizing-the-potential-of-llms-a-guide-to-prompt"><b>article</b></a>, you will explore LLMs, the tasks they can perform, their shortcomings, and various prompt engineering strategies.</p><h1 id="dde8">5. ChatGPT Prompt Engineering for Developers</h1><figure id="ad1e"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*nMg1Kl2mLkv-D3iCMTLRiQ.png"><figcaption></figcap

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tion></figure><p id="ba47">In <a href="https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/"><b>ChatGPT Prompt Engineering for Developers</b></a>, you will learn how to use a large language model (LLM) to quickly build new and powerful applications. Using the OpenAI API, you’ll be able to quickly build capabilities that learn to innovate and create value in ways that were cost-prohibitive, highly technical, or simply impossible before now. This short course taught by Isa Fulford (OpenAI) and Andrew Ng (DeepLearning.AI) will describe how LLMs work, provide best practices for prompt engineering, and show how LLM APIs can be used in applications for a variety of tasks, including:</p><ul><li>Summarizing (e.g., summarizing user reviews for brevity)</li><li>Inferring (e.g., sentiment classification, topic extraction</li><li>Transforming text (e.g., translation, spelling & grammar correction)</li><li>Expanding (e.g., automatically writing emails)</li></ul><p id="28b4">In addition, you’ll learn two key principles for writing effective prompts, how to systematically engineer good prompts, and also learn to build a custom chatbot. All concepts are illustrated with numerous examples, which you can play with directly in our Jupyter Notebook environment to get hands-on experience with prompt engineering</p><h2 id="7707">If you like the article and would like to support me, make sure to:</h2><ul><li><b>👏 Clap for the story (50 claps) to help this article be featured</b></li><li><b>Subscribe to <a href="https://youssefh.substack.com/">To Data & Beyond</a> Newsletter</b></li><li><b>Follow me on <a href="https://youssefraafat57.medium.com/">Medium</a></b></li><li><b>📰 View more content on my <a href="https://medium.com/@youssefraafat57">medium profile</a></b></li><li><b>🔔 Follow Me: <a href="https://www.linkedin.com/in/youssef-hosni-b2960b135/">LinkedIn </a>|<a href="https://www.youtube.com/@youssefhosni9801/featured">Youtube </a>| <a href="https://github.com/youssefHosni">GitHub</a> | <a href="https://twitter.com/Youssef70125494">Twitter</a></b></li></ul><h2 id="25ac">Subscribe to my newsletter To Data & Beyond to get full and early access to my articles:</h2><div id="3d07" class="link-block"> <a href="https://youssefh.substack.com/"> <div> <div> <h2>To Data & Beyond | Youssef Hosni | Substack</h2> <div><h3>Data Science, Machine Learning, AI, and what is beyond them. Click to read To Data & Beyond, by Youssef Hosni, a…</h3></div> <div><p>youssefh.substack.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*lBX68YIFUHJ67nT3)"></div> </div> </div> </a> </div><h2 id="2717">Are you looking to start a career in data science and AI and do not know how? I offer data science mentoring sessions and long-term career mentoring:</h2><ul><li><b>Mentoring sessions</b>: <a href="https://topmate.io/youssef_hosni">https://lnkd.in/dXeg3KPW</a></li><li><b>Long-term mentoring:</b> <a href="https://lnkd.in/dtdUYBrM">https://lnkd.in/dtdUYBrM</a></li></ul><figure id="e4ec"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/0*SzdN4bIQAQGNiK3c.png"><figcaption></figcaption></figure></article></body>