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Large Language Models for Developers: A Prompt-based Exploration of LLMs (MLI Generative AI Series) by Oswald Campesato
English | January 1, 2025 | ISBN: 1501523562 | 1012 pages | MOBI | 2.89 Mb
This book offers a thorough exploration of Large Language Models (LLMs), guiding developers through the evolving landscape of generative AI and equipping them with the skills to utilize LLMs in practical applications. Designed for developers with a foundational understanding of machine learning, this book covers essential topics such as prompt engineering techniques, fine-tuning methods, attention mechanisms, and quantization strategies to optimize and deploy LLMs. Beginning with an introduction to generative AI, the book explains distinctions between conversational AI and generative models like GPT-4 and BERT, laying the groundwork for prompt engineering (Chapters 2 and 3). Some of the LLMs that are used for generating completions to prompts include Llama-3.1 405B, Llama 3, GPT-4o, Claude 3, Google Gemini, and Meta AI. Readers learn the art of creating effective prompts, covering advanced methods like Chain of Thought (CoT) and Tree of Thought prompts. As the book progresses, it details fine-tuning techniques (Chapters 5 and 6), demonstrating how to customize LLMs for specific tasks through methods like LoRA and QLoRA, and includes Python code samples for hands-on learning. Readers are also introduced to the transformer architecture's attention mechanism (Chapter 8), with step-by-step guidance on implementing self-attention layers. For developers aiming to optimize LLM performance, the book concludes with quantization techniques (Chapters 9 and 10), exploring strategies like dynamic quantization and probabilistic quantization, which help reduce model size without sacrificing performance.

FEATURES
* Covers the full lifecycle of working with LLMs, from model selection to deployment
* Includes code samples using practical Python code for implementing prompt engineering, fine-tuning, and quantization
* Teaches readers to enhance model efficiency with advanced optimization techniques
* Includes companion files with code and images - available from the ✅Publisher

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Large Simple Trials and Knowledge Generation in a Learning Health System : Workshop Summary By Institute of Medicine; Board on Health Sciences Policy; and Translation Development Forum on Drug Discovery; Roundtable on Value and Science-Driven Health Care; Rebecca A. English; Julia Sanders; Claudia Grossmann
2014 | 119 Pages | ISBN: 0309289114 | EPUB | 1 MB
Randomized clinical trials (RCTs) are often referred to as the "gold standard" of clinical research. However, in its current state, the U.S. clinical trials enterprise faces substantial challenges to the efficient and effective conduct of research. Streamlined approaches to RCTs, such as large simple trials (LSTs), may provide opportunities for progress on these challenges. Clinical trials support the development of new medical products and the evaluation of existing products by generating knowledge about safety and efficacy in pre- and post-marketing settings and serve to inform medical decision making and medical product development. Although well-designed and -implemented clinical trials can provide robust evidence, a gap exists between the evidence needs of a continuously learning health system, in which all medical decisions are based on the best available evidence, and the reality, in which the generation of timely and practical evidence faces significant barriers. Large Simple Trials and Knowledge Generation in a Learning Health System is the summary of a workshop convened by the Institute of Medicine's Roundtable on Value & Science-Driven Health Care and the Forum on Drug Discovery, Development, and Translation. Experts from a wide range of disciplines-including health information technology, research funding, clinical research methods, statistics, patients, product development, medical product regulation, and clinical outcomes research-met to marshal a better understanding of the issues, options, and approaches to accelerating the use of LSTs. This publication summarizes discussions on the potential of LSTs to improve the speed and practicality of knowledge generation for medical decision making and medical product development, including efficacy and effectiveness assessments, in a continuously learning health system. Large Simple Trials and Knowledge Generation in a Learning Health System explores acceleration of the use of LSTs to improve the speed and practicality of knowledge generation for medical decision making and medical product development; considers the concepts of LST design, examples of successful LSTs, the relative advantages of LSTs, and the infrastructure needed to build LST capacity as a routine function of care; identifies structural, cultural, and regulatory barriers hindering the development of an enhanced LST capacity; discusses needs and strategies in building public demand for and participation in LSTs; and considers near-term strategies for accelerating progress in the uptake of LSTs in the United States.

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Large-Scale Grid-Connected Wind and Photovoltaic Farms: Modeling, Stability and Control
English | 2025 | ISBN: 9819637805 | 325 Pages | PDF (True) | 56 MB
This book provides a comprehensive study of the modeling, analysis, and control of wind farms and solar power stations. It starts with dynamic vector modeling methods for wind farms and solar power stations, which enhance modeling efficiency and model accuracy. Building upon this modeling framework, it also covers stability analysis and control methods for wind farms and solar power stations from both steady-state and transient perspectives. Lastly, considering the integration of energy storage into renewable energy power stations, the book explores the analysis and control of wind-energy storage and solar-energy storage hybrid systems. It adopts a holistic approach, establishing a fundamental framework for the topic, progressing from modeling to analysis and then to control, facilitating readers' comprehension. The book is targeted towards undergraduate and graduate students interested in renewable energy power stations, researchers focusing on station-level modeling, analysis, and control of renewable energy, as well as engineers in the field.

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Averil Cameron, "Late Antiquity on the Eve of Islam "
English | ISBN: 1409400700 | 2013 | 520 pages | EPUB | 6 MB
This volume reflects the huge upsurge of interest in the Near East and early Islam currently taking place among historians of late antiquity. At the same time, Islamicists and Qur'anic scholars are also increasingly seeking to place the life of Muhammad and the Qur'an in a late antique background. Averil Cameron, herself one of the leading scholars of late antiquity and Byzantium, has chosen eleven key articles that together give a rounded picture of the most important trends in late antique scholarship over the last decades, and provide a coherent context for the emergence of the new religion. A substantial introduction, with a detailed bibliography, surveys the present state of the field, as well as discussing some recent themes in Qur'anic and early Islamic scholarship from the point of view of a late antique historian. The volume also provides an invaluable introduction to recent scholarship, making clear the ferment of religious change that was taking place across the Near East before, during and after the lifetime of Muhammad. It will be essential reading for Islamicists and late antique students and scholars alike.

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Lourdes Torres, "Latino Studies: A 20th Anniversary Reader"
English | ISBN: 3031377834 | 2024 | 613 pages | EPUB | 4 MB
This bookhighlights cutting-edge articles published in the journal, Latino Studies, over the last two decades. It features the work of leading and emerging scholars whose innovative theoretical and conceptual contributions to Latinx studies have shaped scholarly debates in our interdisciplinary field and continue to have an impact. This collection embraces a broad range of topics organized in four sections representative of major themes in Latinx studies including: Latinidades/Identidades, Race/Racialization, Migration/Immigration, and Legality/Citizenship/Belonging. Latino Studies: A 20th Year Anniversary Reader will be an indispensable resource for students and scholars looking for a robust interdisciplinary introduction to Latinx studies, the pivotal issues and debates that have shaped the field over the recent past, and directions for future research.

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Latinos in Michigan By David A. Badillo
2003 | 88 Pages | ISBN: 0870136453 | PDF | 1 MB
The history of Latinos in Michigan is one of cultural diversity, institutional formation, and an ongoing search for leadership in the midst of unique, often intractable circumstances. Latinos have shared a vision of the American Dream--made all the more difficult by the contemporary challenge of cultural assimilation. The complexity of their local struggles, moreover, reflects far-reaching developments on the national stage, and suggests the outlines of a common identity. While facing adversity as rural and urban immigrants, exiles, and citizens, Latinos have contributed culturally, economically, and socially to many important developments in Michigan's history.

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Latvians in Michigan By Silvija D. Meija
2005 | 132 Pages | ISBN: 0870137549 | PDF | 1 MB
Latvians have contributed to the cultural mosaic and economy of Michigan far more than one might imagine. There are three large Latvian communities in Michigan--Kalamazoo, Detroit, and Grand Rapids--with several smaller enclaves elsewhere in the state. An underlying goal of Latvians who now live in Michigan, as well as other parts of the United States and Canada, is to maintain their language and culture. More than five thousand Latvians came to Michigan after World War II, found gainful employment, purchased homes, and became a part of the Michigan population. Most sought to reeducate themselves and struggled to educate their children in Michigan's many colleges and universities. Latvians in Michigan examines Latvia and its history, and describes how World War II culminated in famine, death, and eventual flight from their homeland by many Latvian refugees. After the war ended, most Latvian emigrants eventually made their way to Sweden or Germany, where they lived in displaced persons camps. From there, the emigrants were sponsored by individuals or organizations and they moved once again to other parts of the world. Many came to the United States, where they established new roots and tried to perpetuate their cultural heritage while establishing new lives.

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Lavender for All Seasons: A Gardener's Guide to Growing and Creating with Lavender Year-Round by Paola Legarre
English | June 3rd, 2025 | ISBN: 164326186X | 264 pages | True EPUB | 80.27 MB
An essential guide to to the multifaceted plant, from a passionate gardener.

Lavender for All Seasonscovers everything you need to know about the basics of growing lavender. Inspirational crafts and recipes that follow the seasons of the year will empower readers to discover how to integrate lavender beyond the garden and into the apothecary, pantry, and crafting space. For over twenty years, gardening expert Paola Legarre has been implementing sustainable farming practices, nourishing soil life, avoiding herbicides and synthetic fertilizers, rotating plantings with cover crops, and encouraging pollinators and beneficial insects through diversified plant hedgerows, and companion planting.
With Legarre as a guide, readers will discover:
* The basics of growing lavender in different zones and conditions
* Growing requirements forhealthy plants, including advice on pruning, pest control, propagation, and more
* An array of the best lavender varieties including species andcultivarsfor cooking, essential oils, crafting, landscapingand more
* Incorporating lavender as a key pollinator plantin your garden
* How to harvest and preserve lavender flowers for multiple uses, including techniques for drying anddistilling
* Enjoying the harvest with delicious recipes incorporating lavender as an essential herb in the kitchen

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Klaus Mathis, "Law and Economics of the Digital Transformation "
English | ISBN: 3031250583 | 2023 | 470 pages | EPUB | 3 MB
This book pursues the questions from a broad range of law and economics perspectives. Digital transformation leads to economic and social change, bringing with it both opportunities and risks. This raises questions of the extent to which existent legal frameworks are still sufficient and whether there is a need for new or additional regulation in the affected areas: new demands are made on the law and jurisprudence.

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Pelma Rajapakse, "Law and Practice of Crowdfunding and Peer-to-Peer Lending in Australia, China and Japan"
English | ISBN: 9811938334 | 2022 | 287 pages | EPUB | 2 MB
The revolution in financial technology (FinTech) has created many advancements in the lending and investment space across the world. Law and Practice of Crowdfunding and Peer-to-Peer Lending in Australia, China, and Japan is a timely publication as FinTech grows up and moved into the mainstream of finance in the last decade. Financial services is a highly regulated industry as it is the lifeblood of a modern economy. Pelma Rajapakse, Hatsuru Morita, and Yinxu Huang have done very solid work blazing a new trail in what is a new industry and how to regulate it properly instead of stifling innovation. They have carried out a deep exploration and a thorough compilation of research that will bring everyone up to date on what Australia, China, and Japan are planning and doing in the field of crowdfunding and peer-to-peer lending.

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Law and the 100-Year Life: Transforming Our Institutions for a Longer Lifespan
by Anne L. Alstott, Abbe R. Gluck
English | 2025 | ISBN: 100946602X | 324 Pages | True PDF | 7.1 MB

Law and the 100-Year Life addresses the growing trend of Americans living longer and healthier lives, with many reaching the age of 100. An aging nation presents new challenges for society, which must be reimagined to accommodate longer and more varied careers, multiple marriages, and defining moments of education. This volume explores the possibility of a 'third demographic dividend', a new period of productivity following middle age, and the potential for law and policy to support or divide aging citizens. Leading scholars across various fields come together to explore topics related to aging, such as health law and trusts and estates, as well as less obvious but equally important areas like housing, criminal justice, and education.

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Ainash Mustoyapova, "Leaders of the Nation: A Political History of Kazakhstan "
English | ISBN: 981970717X | 2024 | 376 pages | EPUB | 3 MB
The book tells about people who lived in an era of historical cataclysms, wars and revolutions, changes in political formations. The generation of the Kazakh intelligentsia responded to the historical challenge facing the Kazakhs at a turning point in history. These are people born at the end of the 19th century, educated in different countries and united by the idea of overcoming colonial dependence on the Russian Empire.

The author aims to form a holistic view of a galaxy of outstanding personalities who, in an important historical period, were able to take responsibility for the people and their future. The history of the country is perceived through the prism of their destinies, views, activities and death.
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Maureen Long, "Leadership in Child and Family Practice"
English | ISBN: 0415793831 | 2018 | 180 pages | EPUB | 1117 KB
This edited collection situates the wellbeing and safety of vulnerable children as the focus of leadership. It provides a guide to theories and practice of leadership for those who want to make a difference to the lives of these children and their families.

Drawing on the experience of a highly successful postgraduate program in Child and Family Practice Leadership, the book explores the changing context of Child and Family Practice and the role of leadership, in addition to the knowledge and skills required for effective practice. Contributors draw upon their own practice experiences and insights into the most effective ways to support the work of practitioners to achieve the best outcomes for children and families. The content comprises a mixture of theoretical consideration, discussion of original research and interviews with child and family practitioners.
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Sean Whittle, "Leadership Matters in Catholic Education: Part 1: Foundations and Case Studies for the United Kingdom "
English | ISBN: 9819712300 | 2024 | 218 pages | EPUB | 3 MB
This edited collection is the first part of a two-volume set., which focuses on leadership in Catholic education settings in the United Kingdom. It includes an overview of the importance of different types of leadership, including 'servant-leadership', in understanding and framing Catholic school practice, a critical survey of why leadership matters to ensuring the success of Catholic education, and a discussion of what counts as the defining characteristics of leadership in Catholic education and how this relates to the aims or philosophy of Catholic education. The chapters in this book draw from the insights and experiences of serving Catholic school leaders as well as from academics and researchers in Catholic education studies. The final two chapters provide a comparative analysis for the United Kingdom in a global perspective using data from the Organisation for Economic Co-operation and Development (OECD) . Together, the chapters argue that there is an urgent need to find, nurture, and sustain outstanding leaders for Catholic schools and colleges.

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Leadership Pearls in Healthcare
English | 2025 | ISBN: 9819642329 | 268 Pages | PDF EPUB (True) | 4 MB
Administrative (as opposed to clinical) leadership and the skills required to be good at it, are not well covered in the medical, nursing or allied health curricula. Despite this, healthcare workers are often required to take up leadership/managerial roles, often with little notice and minimal training. In contrast to the scientific nature of clinical medicine, leadership is a management concept and open to different interpretations. Clinicians who have the potential to be great leaders may shy away from administrative leadership positions because of limited understanding and training in what leadership entails. Unfortunately, not all great clinicians turn out to be great leaders/managers.

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