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Start your reading journey today on DL4ALL.org and unlock a world of imagination, knowledge, and inspiration!  Free Download Applied Data Science Using PySpark: Learn the End-to-End Predictive Model-Building Cycle English | 2024 | ASIN : B0DBBXKL4X | 447 Pages | PDF | 18 MB This comprehensive guide, featuring hand-picked examples of daily use cases, will walk you through the end-to-end predictive model-building cycle using the latest techniques and industry tricks. In Chapters 1, 2, and 3, we will begin by setting up the environment and covering the basics of PySpark, focusing on data manipulation. Chapter 4 delves into the art of variable selection, demonstrating various techniques available in PySpark. In Chapters 5, 6, and 7, we explore machine learning algorithms, their implementations, and fine-tuning techniques. Chapters 8 and 9 will guide you through machine learning pipelines and various methods to operationalize and serve models using Docker/API. Chapter 10 will demonstrate how to unlock the power of predictive models to create a meaningful impact on your business. Chapter 11 introduces some of the most widely used and powerful modeling frameworks to unlock real value from data.  Free Download Application of Microbial Technology in Wastewater Treatment and Bioenergy Recovery by Shaon Ray Chaudhuri English | PDF EPUB (True) | 2024 | 643 Pages | ISBN : 9819734576 | 79.8 MB  Free Download An Ounce of Prevention: Evidence-Based Prevention for Counseling and Psychology English | 2024 | ISBN: 1009244485 | 379 Pages | PDF | 3 MB The boundaries of psychology are expanding as growing numbers of psychological scientists, educators, and clinicians take a preventive approach to social and mental health challenges. Offering a broad introduction to prevention in psychology, this book provides readers with the tools, resources, and knowledge to develop and implement evidence-based prevention programs. Each chapter features key points, a list of helpful resources for creating successful intervention programs, and culturally informed case examples from across the lifespan, including childhood, school, college, family, adult, and community settings. An important resource for students, researchers, and practitioners in counseling, clinical, health, and educational psychology, social justice and diversity, social work, and public health.  Free Download An Introduction to the Theory of Groups By Joseph J. Rotman (auth.) 1995 | 517 Pages | ISBN: 1461286867 | PDF | 39 MB Fourth EditionJ.J. RotmanAn Introduction to the Theory of Groups"Rotman has given us a very readable and valuable text, and has shown us many beautiful vistas along his chosen route."-MATHEMATICAL REVIEWS  Free Download Am I Going to Be Okay?: Money: Timely Intelligence, Actionable Ideas, Answers to the Questions that Really Matter by Patti Brennan English | November 26th, 2024 | ISBN: 1946633569 | 296 pages | True EPUB | 2.54 MB In Am I Going to be Okay?(And is Okay enough?) CERTIFIED FINANCIAL PLANNER™ Patti Brennan reveals her time-tested approach to answering these questions. Drawing on over three decades of experience, Patti tackles the most common worries, mistakes, and challenges facing many Americans irrespective of their age and number of zeros in their net worth. The book introduces a comprehensive process for creating a system that is tailored to your unique goals, resources and challenges. Readers will also learn powerful strategies that can accelerate progress.  Free Download Algorithms in Algebraic Geometry and Applications By M.-E. Alonso, E. Becker, M. F. Roy (auth.), Laureano González-Vega, Tomás Recio (eds.) 1995 | 406 Pages | ISBN: 3034899084 | PDF | 12 MB The present volume contains a selection of refereed papers from the MEGA-94 symposium held in Santander, Spain, in April 1994. They cover recent developments in the theory and practice of computation in algebraic geometry and present new applications in science and engineering, particularly computer vision and theory of robotics. The volume will be of interest to researchers working in the areas of computer algebra and symbolic computation as well as to mathematicians and computer scientists interested in gaining access to these topics.  Free Download Algebraic Transformation Groups and Algebraic Varieties: Proceedings of the conference Interesting Algebraic Varieties Arising in Algebraic Transformation Group Theory held at the Erwin Schrödinger Institute, Vienna, October 22-26, 2001 By Ciro Ciliberto, Vincenzo Di Gennaro (auth.), Vladimir L. Popov (eds.) 2004 | 238 Pages | ISBN: 3642058752 | PDF | 2 MB "... This book gives a good flavour of some current research in algebraic transofrmation groups and their applications. ..."B.Martin, Newsletter of the New Zealand Mathematical Society, No. 93, April 2005  Free Download Algebraic Structures in Natural Language edited by Shalom Lappin, Jean-Philippe Bernardy English | December 23, 2022 | ISBN: 1032066547, 1032071044 | True EPUB | 290 pages | 2.6 MB Algebraic Structures in Natural Language addresses a central problem in cognitive science concerning the learning procedures through which humans acquire and represent natural language. Until recently algebraic systems have dominated the study of natural language in formal and computational linguistics, AI, and the psychology of language, with linguistic knowledge seen as encoded in formal grammars, model theories, proof theories and other rule-driven devices. Recent work on deep learning has produced an increasingly powerful set of general learning mechanisms which do not apply rule-based algebraic models of representation. The success of deep learning in NLP has led some researchers to question the role of algebraic models in the study of human language acquisition and linguistic representation. Psychologists and cognitive scientists have also been exploring explanations of language evolution and language acquisition that rely on probabilistic methods, social interaction and information theory, rather than on formal models of grammar induction.  Free Download Air Pollutants in the Context of One Health: Fundamentals, Sources, and Impacts English | 2024 | ISBN: 3031741641 | 501 Pages | PDF EPUB (True) | 23 MB This book reviews air pollutants and their effects on human health, biodiversity, and environmental quality in the context of the One Health framework. Written by experts in the field, the book covers topics such as natural and anthropogenic sources of air pollutants, air pollutants classification based on their chemical composition, physical properties, and origins, and consequences of air pollution on ecosystems, wildlife, and human communities. In this book, readers will find a detailed examination of pollutants, such as particulate matter, volatile organic compounds, and greenhouse gases, and will learn about the mechanisms by which pollutants impact, for instance, the respiratory, cardiovascular, and neurological systems. The book highlights the need for understanding the different pollutants and their One Health effects as a foundation for developing effective regulations, emission controls, cleaner technologies, and promoting lifestyle changes. The book also offers a global perspective on air pollution, and discusses the disproportionate impacts of air pollution on vulnerable populations. In alignment with the United Nations Sustainable Development Goals (SDG), specifically SDG 3 (Good Health and Well-being), SDG 7 (Affordable and Clean Energy), and SDG 11 (Sustainable Cities and Communities), this book takes a focused approach to the One Health implications of various air pollutants and is an important contribution to the global effort to mitigate the impact of air pollution on human health, biodiversity security, and environmental quality. Together with its companion work "Sustainable Strategies for Air Pollution Mitigation", this book is a valuable resource for students, researchers, policymakers, and anyone seeking a comprehensive perspective on this critical environmental and public health challenge.  Free Download Agile Transformations: Laugh So You Don't Cry: A Lighthearted Guide to Overcoming Transformation Challenges by Alex Morgan English | June 16, 2024 | ISBN: N/A | ASIN: B0D788DB69 | 99 pages | EPUB | 0.24 Mb Discover the Secrets to Successful Agile Transformations |
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