Download or read book Mastering Prompt Engineering for LLMs Chain of Thought CoT Tree of thought ToT and Self reflection written by Anand Vemula and published by Anand Vemula. This book was released on with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mastering Prompt Engineering for LLMs: CoT, ToT, and Self-Reflection dives into the world of Large Language Models (LLMs) and explores a powerful technique called prompt engineering. This book equips you to unlock the true potential of LLMs by guiding them through complex tasks and reasoning processes. Part 1 lays the foundation by explaining how LLMs work and the importance of prompt design. It introduces Chain of Thought (CoT) prompting, a step-by-step approach for guiding LLMs through logical reasoning. Part 2 delves into Tree of Thought (ToT) prompting, enabling LLMs to explore multiple possibilities and weigh evidence before reaching a conclusion. You'll learn how to craft ToT prompts to tackle open-ended tasks and spark creative problem-solving. Part 3 introduces the concept of self-reflection in LLMs. By crafting prompts that encourage LLMs to analyze their reasoning process, you can enhance the accuracy, reliability, and trustworthiness of their outputs. Part 4 explores the exciting future of prompt engineering. It discusses emerging trends like few-shot learning prompts and interactive prompting techniques that allow for real-time adaptation during LLM interactions. You'll also delve into the ethical considerations of advanced prompt engineering, ensuring responsible use of this powerful technology. Through case studies, use cases, and clear explanations, this book empowers you to become a skilled prompt engineer, unlocking the full potential of LLMs in various fields, from scientific discovery and education to creative writing and marketing.
Download or read book Probabilistic Machine Learning written by Kevin P. Murphy and published by MIT Press. This book was released on 2022-03-01 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural networks), as well as more advanced topics (including transfer learning and unsupervised learning). End-of-chapter exercises allow students to apply what they have learned, and an appendix covers notation. Probabilistic Machine Learning grew out of the author’s 2012 book, Machine Learning: A Probabilistic Perspective. More than just a simple update, this is a completely new book that reflects the dramatic developments in the field since 2012, most notably deep learning. In addition, the new book is accompanied by online Python code, using libraries such as scikit-learn, JAX, PyTorch, and Tensorflow, which can be used to reproduce nearly all the figures; this code can be run inside a web browser using cloud-based notebooks, and provides a practical complement to the theoretical topics discussed in the book. This introductory text will be followed by a sequel that covers more advanced topics, taking the same probabilistic approach.
Download or read book Transformer Condition Control written by Vasily Ya. Ushakov and published by Springer Nature. This book was released on 2021-09-01 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to one of the main problems of modern electrical power engineering—power transformer diagnostics. The first three chapters discuss the fundamentals: The first chapter presents the physical reasons for power transformers’ failures and the technical and economic consequences of disruption of the normal operation. The second chapter reviews the standard technologies for monitoring the state of the high-voltage transformers. The third chapter tells about monitoring the condition of transformer windings based on the pulse method. The fourth chapter presents the technologies for transformer windings condition controlled by means of nanosecond pulses. The stages of improving the pulsed method based on a short probing pulse of the nanosecond range, the results of experiments on identifying the radial and axial displacements of the winding, studies of the effect of the duration and shape of the probing pulse on the sensitivity of the diagnostic procedure, and the stages of developing a mathematical as well as physical model of a power transformer are consistently presented.
Download or read book Islam and the World written by and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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Download or read book Travels in England France Spain and the Barbary States written by Mordecai Manuel Noah and published by . This book was released on 1819 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Dictionary of Medical Acronyms and Abbreviations written by Stanley Jablonski and published by Hanley & Belfus. This book was released on 2004-09 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This dictionary lists acronyms and abbreviations occurring with a reasonable frequency in the literature of medicine and the health care professions. Abbreviations and acronyms are given in capital letters, with no punctuation, and with concise definitions. The beginning sections also include symbols, genetic symbols, and the Greek alphabet and symbols.
Download or read book The Energy Machine of Joseph Newman written by Joseph Westley Newman and published by . This book was released on 1998-05-01 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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Download or read book Ciarcia s Circuit Cellar written by Steve Ciarcia and published by Circuit Cellar. This book was released on 1985 with total page 748 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Brain Makers written by Harvey P. Newquist and published by Prentice Hall. This book was released on 1994 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: A look at the individuals and companies that have sought to develop and market the technology known as Artificial Intelligence (AI). The Brain Makers traces the development of AI by looking at specific events throughout the history of the technology and covers all the recent advances in AI.
Download or read book Lear written by Edward Bond and published by A&C Black. This book was released on 2013-11-12 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edward Bond's version of Lear's story embraces myth and reality, war and politics, to reveal the violence endemic in all unjust societies. He exposes corrupted innocence as the core of social morality, and this false morality as a source of the aggressive tension which must ultimately destroy that society. In a play in which blindness becomes a dramatic metaphor for insight, Bond warns that 'it is so easy to subordinate justice to power, but when this happens power takes on the dynamics and dialectics of aggression, and then nothing is really changed'.
Download or read book Ask Byte written by Steve Ciarcia and published by Osborne Publishing. This book was released on 1986 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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