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Python Data Cleaning and Preparation Best Practices:
A practical guide to organizing and handling data from various sources and formats using Python

English | 2024 | ISBN: 1837634742 | 744 Pages | EPUB (True) | 13 MB

Professionals face several challenges in effectively leveraging data in today's data-driven world. One of the main challenges is the low quality of data products, often caused by inaccurate, incomplete, or inconsistent data. Another significant challenge is the lack of skills among data professionals to analyze unstructured data, leading to valuable insights being missed that are difficult or impossible to obtain from structured data alone.


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Python Data Science. Niezbędne narzędzia do pracy z danymi, 2nd Edition by
Polish | 2022 | ISBN: 1098121211 | 588 pages | EPUB | 28 Mb
Python udostępnia pierwszorzędne narzędzia i biblioteki przeznaczone specjalnie do pracy z danymi. Zdobyły one uznanie wielu naukowców i ekspertów, ceniących ten język za wysoką jakość rozwiązań służących do wydobywania wiedzy z danych. Aby uzyskać najlepsze możliwe efekty, trzeba dobrze poznać zarówno poszczególne biblioteki Pythona, jak i zasady pracy z nimi.

Ta książka stanowi wszechstronne omówienie wszystkich bibliotek Pythona, potrzebnych naukowcom i specjalistom pracującym z danymi. Znalazł się tu dokładny opis IPythona, NumPy, Pandas, MatDescriptionlib, Scikit-Learn i innych narzędzi. Podręcznik uwzględnia przede wszystkim ich aspekty praktyczne, dzięki czemu świetnie się sprawdzi w rozwiązywaniu codziennych problemów z manipulowaniem, przekształcaniem, oczyszczaniem i wizualizacją różnych typów danych, a także jako pomoc podczas tworzenia modeli statystycznych i modeli uczenia maszynowego. Docenią go wszyscy, którzy zajmują się obliczeniami naukowymi w Pythonie.
To wydanie zawiera jasne przykłady, które pomogą Ci skonfigurować i wykorzystać narzędzia do nauki o danych i uczenia maszynowego.
Anne Bonner, założycielka i dyrektor generalna Content Simplicity
Nauczysz się
pracować w naukowym środowisku obliczeniowym IPythona
korzystać ze specjalistycznych bibliotek przeznaczonych do pracy z danymi
stosować typy ndarray i DataFrame do przechowywania i przetwarzania danych
tworzyć różnego rodzaju wizualizacje danych za pomocą MatDescriptionlib
implementować najważniejsze algorytmy uczenia maszynowego z pakietu Scikit-Learn
Wydobywaj z danych mądre odpowiedzi na trudne pytania!


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Python Programming: A Step-by-Step Guide to Learning the Language by C. K. Dhaliwal, Poonam Rana, T. P. S. Brar
English | August 2, 2024 | ISBN: 1032646551 | 234 pages | EPUB | 1.98 Mb
This book explores Python's rich history, dynamic features, and its wide-ranging applications in web development, data science, and machine learning. From its installation process to interactive help, readers embark on a journey through Python's unique characteristics and its distinctions from other programming languages. It lays a solid foundation for beginners and seasoned programmers alike.



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John J Heldt, "Quality Sampling and Reliability: New Uses for the Poisson Distribution"
English | 2010 | pages: 166 | ISBN: 1574442414 | PDF | 19,9 mb
As a mathematical model for determining the probable number of outcomes, the new Poisson Distribution tables have long been an easier tool to use for reliability analyses. Longtime quality professional, inventor, and consultant John J. Heldt now makes the Poisson Table even more useful-creating two new tables (available only in this book) with the Poisson terms rearranged for further ease of estimation.

Quality Sampling and Reliability: New Uses for the Poisson Distribution simplifies the steps involved with reliability testing; Mean Time Between Failure (MTBF) assessment; advantages and risks involved in reliability life testing; and an example of methodology for tracking the MTBF for products in the field.
In addition to the tried-and-true Standard Poisson table, used to review conventional Poisson uses, Heldt's two variations yield these results:
- Estimations of product Mean Time Between Failures (MTBFs), based on life tests-including the 90%, 80% or 60% envelop for any MTBFs that have been derived
- Development of the Operating Characteristic Curves for Life testing-showing the risks and advantages of any test used to assure the product MTBF is not varying in a detrimental manner
Written for easy comprehension, with numerous illustrations, Quality Sampling and Reliability: New Uses for the Poisson Distribution will help quality professionals, engineers, instructors and students alike in their reliability testing tasks.


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Quantifying Matter, Revised Edition by Joseph Angelo
English | April 1, 2020 | ISBN: 888725284X | 236 pages | EPUB | 6.53 Mb
Quantifying Matter, Revised Edition explains how scientists learned to measure matter and quantify some of its most fascinating and useful properties. It presents many of the most important intellectual achievements and technical developments that led to the scientific interpretation of substance, starting with the cosmic origin of the elements. Complete with full-color photographs, this newly updated reference describes the fundamental characteristics and properties of matter. Quantifying Matter, Revised Edition is designed to help any student or teacher with an interest in the measurement and behavior of matter discover what matter is, how scientists measure and characterize its various forms, and how the properties of matter have influenced the course of human civilization. Chapters



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Quantum Theory of Transport Properties of Single Molecules
English | 2025 | ISBN: 9814267317 | 570 Pages | PDF EPUB (True) | 63 MB
The quantum transport theory, which dates back to the time of the Landauer theory in the field of mesoscopic physics, is now expanding its power on materials science and chemistry by earning chemical accuracy and physical reality and has become a new subject of non-equilibrium quantum transport theory for charge and heat at nanoscale. This growing subject invites cross-disciplinary developments, for example, the local heating theory developed earlier was examined and applied to the self-heating problem in the field of semiconductor- and nanoelectronic-device physics. This book compiles 25 key published papers to provide readers with convenient and comprehensive access to the important results and developments in the field. The book will appeal to a wide range of readers from varied backgrounds, especially those involved in charge- and/or heat-transport problems that widely spread over various subjects in materials science, chemistry, electric engineering, and condensed matter physics.



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Ransomware Analysis: Knowledge Extraction and Classification for Advanced Cyber Threat Intelligence
English | 2025 | ISBN: 103283210X | 116 Pages | PDF EPUB (True) | 9.2 MB
This book presents the development of a classification scheme to organize and represent ransomware threat knowledge through the implementation of an innovative methodology centered around the semantic annotation of domain-specific source documentation. By combining principles from computer science, document management, and semantic data processing, the research establishes an innovative framework to organize ransomware data extracted from specialized source texts in a systematic classification system.



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Albert Ellis PhD, "Rational Emotive Behavior Therapy: A Therapist's Guide, 2nd Edition "
English | ISBN: 1886230617 | 2005 | 176 pages | PDF | 887 KB
Updated resource for practicing therapists from the father of rational therapy. Modern cognitive-behavioral therapy has its roots in the rational approach created by Ellis in the 1950s. Now known as Rational Emotive Behavior Therapy (REBT), Ellis's systematic integrative approach has grown and matured into a powerful mainstream psychotherapy. Hundreds of thousands of patients have benefited from the active interventions of therapists using REBT. Includes a thorough description of REBT theory and procedures, case examples, exercises. Major themes include: The Theory of Rational Emotive Behavior Therapy; The Practice of REBT; The Main Cognitive Techniques of REBT; The Main Emotive and Experiential Techniques of REBT; The Main Behavioral Techniques of REBT; The Integration of REBT with Other Psychotherapies; Summary and Conclusions.

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Aloysius N. Ezeoba, "Re-thinking the Angelic Doctor: W. Norris Clarke and the Concept of Person in Thomas Aquinas"
English | ISBN: 1433196484 | 2023 | 304 pages | EPUB, PDF | 1235 KB + 4 MB
Re-thinking the Angelic Doctor is a major new reassessment of the reception of Thomas Aquinas in the work of the twentieth-century American philosopher W. Norris Clarke. Author Aloysius N. Ezeoba explores the question of whether Clarke was engaged in a "creative retrieval" of Aquinas' system of thought - with a focus on the human person - or whether Clarke was forging his own path in attemptting to provide a "creative completion". Shedding new light on the workings of two great minds separated by eight centuries, Re-thinking the Angelic Doctor will be of interest to readers who are looking for a timely re-examination of the Aristotelian arguments, especially as they are appropriated by template religious thinkers such as Aquinas. It will also be a valuable resource in graduate courses in medieval and modern philosophy and theology.

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Robert Fisher, Bo Thomas, "Real Dream Teams: Seven Practices Used by World-Class Team Leaders to Achieve Extraordinary Results"
English | 2020 | pages: 206 | ISBN: 100012343X, 1574440063 | PDF | 24,4 mb
Want to achieve spectacular success in your personal and business life? Looking for ways to mold and capture superior teamwork, cohesion, and bone-deep dedication? Put Real Dream Teams on your list of must reads.

From the headlines used to describe groups such as the 1992 U.S. Olympic basketball team, to Hollywood production moguls, to attorneys clashing in major criminal cases, we have all heard the phrase "dream teams" used and misused. Real Dream Teams
is a book that focuses on extraordinary efforts by conditioned winners who have achieved outstanding results through what the authors call "synergistic group dynamics."
Let Real Dream Teams point you in the direction of becoming a more effective team leader and team member. Read of team efforts and extraordinary practices and results as demonstrated by recipients of the Nobel Prize, the Medal of Honor, national championships, and best-in-industry awards. Take tips from those who have achieved their membership in Real Dream Teams.


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Shanna Swendson, "Rebel Mechanics: All Is Fair in Love and Revolution"
English | 2015 | pages: 320 | ISBN: 0374300097, 1250079942 | EPUB | 0,4 mb
It's 1888, and seventeen-year-old Verity Newton lands a job in New York as a governess to a wealthy leading family―but she quickly learns that the family has big secrets. Magisters have always ruled the colonies, but now an underground society of mechanics and engineers are developing non-magical sources of power via steam engines that they hope will help them gain freedom from British rule. The family Verity works for is magister―but it seems like the children's young guardian uncle is sympathetic to the rebel cause. As Verity falls for a charming rebel inventor and agrees to become a spy, she also becomes more and more enmeshed in the magister family's life. She soon realizes she's uniquely positioned to advance the cause―but to do so, she'll have to reveal her own dangerous secret.



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Rick Hackett, Victor Catano, Willi Wiesner, "Recruitment and selection in Canada"
English | 2017 | pages: 559 | ISBN: 0176764666 | PDF | 9,7 mb
Recruitment and Selection is part of the market-leading Nelson Series in Human Resources Management, known for providing valid, reliable and current resources for students and professionals alike. Through pedagogy like examples, discussion questions and case studies, we provide an accessible and easy-to-read introduction to the topic of recruitment and selection. Being a ground-up title allows the author team to organically incorporate Canadian material, ensuring attention and focus on Canadian contemporary issues, laws, examples and case studies. Our MindTap allows for further learning, reinforcement and application of concepts learned in class. Our complete text and digital product offering demonstrate how recruitment and selections are essential components to Human Resources planning and can contribute to an organizations overall productivity.



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Reinventing the Power Grid: Renewable Energy, Storage, and Grid Modernization
by Ertugrul, Nesimi

English | 2025 | ISBN: 9781032685953 | 611 pages | True PDF EPUB | 94.01 MB

In this comprehensive guide for practicing engineers and students, Ertugrul explains the field of renewable energy and distributed generation technologies and describes the transformation occurring in power grids due to the rise of renewable energy sources and emerging technologies.
This book covers key areas such as the status of grid transformation, photovoltaic (PV) solar energy, wind energy systems, distributed energy resources, microgrids, grid‑scale and domestic battery storage systems, e‑mobility and emerging distributed energy technologies. The text presents an equilibrium between theoretical concepts and practical applications, with each chapter emphasizing both theory and practical application. Each chapter commences with a lucid explanation of the subject matter, which is then succeeded by an investigation into its real‑world applications and implications. Supplementary material is also provided, such as real wind data files, PV data files and Matrix Laboratory (MATLAB®) and Excel codes. This includes a sample real data set from grid‑scale autonomous microgrid test platforms and household, distribution and transmission‑level power system data. The book also incorporates a section consisting of problems, quizzes and solutions. This element prompts the reader to put the theoretical knowledge to use in addressing real‑world challenges, thereby cultivating a more in‑depth grasp of the topic. Through this in‑depth approach, readers will be able to apply their comprehensive knowledge and practical understanding to decision‑making regarding future challenges in the energy industry.
This book is an invaluable guide for professionals working in the field, particularly those who aim to stay updated on the latest technologies and trends. Undergraduate and postgraduate students will also benefit from the book's comprehensive approach and inclusion of real‑world data and problems to solve, which will build their expertise and give them a solid foundation for their future careers.



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Volker V. Quaschning, "Renewable Energy and Climate Change, 2nd Edition"
English | 2019 | pages: 346 | ISBN: 111951486X, 1119514908 | PDF | 30,2 mb
Provides clear analysis on the development potentials and practical realization of solar, wind, wave, and geothermal renewable energy technologies

Presented as a clear introduction to the topics of climate protection and renewable energy, this book demonstrates the correlations between use of energy, energy prices, and climate change. It evaluates and analyzes the current world situation (drawing on examples given from countries across the globe), whilst also giving essential and practical guidance on 'personal' climate protection. Each major type of renewable energy system is covered in detail and with an easy-to-read approach, making it an ideal manual for planning and realizing climate protection and renewable energy systems, while also being an informative textbook for those studying renewable energy and environment and sustainability courses.
Renewable Energy and Climate Change, 2nd Edition starts by examining our hunger for energy―how much we need, how much we use, and how much it is costing us. It then looks at the state of climate change today and the causes. Following that, the book focuses on how we waste and save energy. The remaining chapters look at the many alternative sources of energy generation, like photovoltaics, solar thermal systems and power plants, wind power systems, hydropower plants, and geothermal power. The book also delves into current state of biomass energy and the hydrogen and fuel cell industry. It finishes with a look at the future of the subject, shining a light on some positive examples of sustainable energy.
- Clear overview on each state-of-the-art technology in alternative energy production
- Presents correlations between use of energy and energy prices, and climate change
- Provides guidance on what the reader can do to reduce their own energy waste
- Full-color figures and photographs throughout, data diagrams and simple calculations and results, and text boxes that highlight important information
- International examples of renewable energy in action
Renewable Energy and Climate Change, 2nd Edition is an excellent text for students and professionals studying or working on renewable energy, or environmental and sustainability alternatives. It will also benefit planners, operators, financers, and consultants in those fields.


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Renting For Canadians For Dummies by Douglas Gray, Peter Mitham, Abdul Muid
English | October 29th, 2024 | ISBN: 1394276117 | 224 pages | True EPUB | 0.68 MB
Useful guidance at all stages of the renting process

Renting For Canadians For Dummies helps soon-to-be renters feel confident navigating the multi-step renting process. Inside, you'll learn how to find a place that works for your needs and budget, get your security deposit back when you move out, and everything in between. In straightforward language, this book helps you feel prepared for any surprises that might crop up during the renting process. Real-life scenarios and realistic advice make this an essential resource that you can turn to time and again for reliable, comprehensive renting advice.
* Find safe, legitimate rental property listings, and avoid overpriced rentals and scams
* Get Canada-specific information for dealing with application criteria, negotiating a lease, securing tenancy insurance, and advocating for yourself
* Learn what makes condo living different for tenants-and sometimes better!
* Discover creative ideas for sprucing up your new space, without knocking down any walls
Anyone in Canada who needs a refresher on the complex renting process can find the information they need in this book.




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Dr. Harris Cooper PhD, "Reporting Quantitative Research in Psychology: How to Meet APA Style Journal Article Reporting Standards"
English | ISBN: 1433832836 | 2020 | 217 pages | PDF | 2 MB
This updated edition offers practical guidance for understanding and implementing APA Style Journal Article Reporting Standards (JARS) and Meta‑Analysis Reporting Standards (MARS) for quantitative research.

These standards provide the essential information researchers need to report, including detailed accounts of the methods they followed, data results and analysis, interpretations of their findings, and implications for future research.
This revised edition reflects updates to the original JARS and the MARS that meet developing needs in the behavioral, social, educational, and medical sciences. Harris Cooper analyzes examples from APA journals, offering readers advice for implementing these revised standards in their own writing while also conforming with the APA Style guidelines in the seventh edition of the
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Cheryl N. Poth, "Research Ethics: Little Quick Fix"
English | ISBN: 1529743672 | 2021 | 136 pages | PDF | 30 MB
Ensure research is ethical with this Little Quick Fix, giving you a solid grasp of this tricky subject in an hour′s read.

Within the visually engaging, straightforward and interactive Little Quick Fix format, Cheryl Poth helps the reader to identify the ethical considerations of their research, protect the privacy of their subjects, develop an ethical research design and respond to ethical issues as they arise.


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Resilient Cybersecurity: Reconstruct your defense strategy in an evolving cyber world
English | 2024 | ISBN: 1835462510 | 1116 Pages | EPUB (True) | 44 MB
Building a Comprehensive Cybersecurity Program addresses the current challenges and knowledge gaps in cybersecurity, empowering individuals and organizations to navigate the digital landscape securely and effectively. Readers will gain insights into the current state of the cybersecurity landscape, understanding the evolving threats and the challenges posed by skill shortages in the field.



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Michael T. H. Wong, "Ricoeur and the Third Discourse of the Person: From Philosophy and Neuroscience to Psychiatry and Theology "
English | ISBN: 1498513654 | 2018 | 250 pages | EPUB | 368 KB
This book is about the so called "4S" challenge - how does or can or should someone say something to someone about something? This challenge is getting more intense day by day in our contemporary globalized world, increasingly connected by science and technology through telecommunication and all sorts of social media, where people are acutely aware of the diverse views on culture, politics, economics, religion, ethics, education, physical health and mental wellbeing, which are very often in conflicts with each other. This book arises from the reading of the dialogue between two internationally renowned and respected French scholars, Jean-Pierre Changeux and Paul Ricoeur, What Makes Us Think? A Neuroscientist and a Philosopher Argue about Ethics, Human Nature, and the Brain, which explores where science and philosophy meet, and whether there is a place for religion in the 21st century. This book develops on the ideas Ricoeur raised in the dialogue about the need for "digging deeper" and a "third discourse" as a way forward to improve dialogues between competing worldviews and ideologies. It attempts to formulate a "third discourse" (as distinct from ordinary language as "first discourse" and various scientific or professional/specialist languages as "second discourse") to address the burning issue of fragmentation of the person through overcoming the alienations between established discourses of philosophy, science and theology, without doing injustice to the unique and indispensable contributions of each of these discourses. It argues that such a "third discourse" has to go beyond dualism and reductionism. To achieve that, this new way of talking about the lived experience of the person is going to take the form of a non-reductive correlative multilayered discourse that has the capacity to, as expressed in the language of the hermeneutics of Ricoeur, "explain more in order to understand better."

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Michael T. Love, James C. Robertson, "Robertson's Introduction to Fire Prevention (Brady Fire)"
English | 2014 | pages: 304 | ISBN: 0133843270 | PDF | 7,7 mb
Introduction to Fire Prevention, Eighth Edition, presents a broad-based look at fire prevention, including arson suppression, fire safety education, and code enforcement. For information on teaching and learning resources available with this text, please contact your Brady representative.

Teaching and Learning Experience:
- Meets the FESHE curriculum learning objectives and includes color photographs, key terms, and a list of objectives for each chapter
- Provides strong coverage of fire prevention history, along with the latest information on fire prevention research, statistics, and more


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