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Applied Statistics and Multivariate Data Analysis for Business and Economics:
A Modern Approach Using R, SPSS, Stata, and Excel
English | 2025 | ISBN: 3031780698 | 852 Pages | PDF EPUB (True) | 143 MB
This comprehensive textbook equips students of economics and business, as well as industry professionals, with essential principles, techniques, and applications of applied statistics, statistical testing, and multivariate data analysis. Through real-world business examples, it illustrates the practical use of univariate, bivariate, and multivariate statistical methods.
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Aaron Jones, "Applied Unsupervised Learning with Python: Discover hidden patterns and relationships in unstructured data with Python"
English | 2019 | pages: 482 | ISBN: 1789952298 | EPUB | 22,0 mb
Design clever algorithms that can uncover interesting structures and hidden relationships in unstructured, unlabeled data
Key Features
- Learn how to select the most suitable Python library to solve your problem
- Compare k-Nearest Neighbor (k-NN) and non-parametric methods and decide when to use them
- Delve into the applications of neural networks using real-world datasets
Book Description
Unsupervised learning is a useful and practical solution in situations where labeled data is not available.
Applied Unsupervised Learning with Python guides you on the best practices for using unsupervised learning techniques in tandem with Python libraries and extracting meaningful information from unstructured data. The course begins by explaining how basic clustering works to find similar data points in a set. Once you are well versed with the k-means algorithm and how it operates, you'll learn what dimensionality reduction is and where to apply it. As you progress, you'll learn various neural network techniques and how they can improve your model. While studying the applications of unsupervised learning, you will also understand how to mine topics that are trending on Twitter and Facebook and build a news recommendation engine for users. You will complete the course by challenging yourself through various interesting activities such as performing a Market Basket Analysis and identifying relationships between different merchandises.
By the end of this course, you will have the skills you need to confidently build your own models using Python.
What you will learn
- Understand the basics and importance of clustering
- Build k-means, hierarchical, and DBSCAN clustering algorithms from scratch with built-in packages
- Explore dimensionality reduction and its applications
- Use scikit-learn (sklearn) to implement and analyse principal component analysis (PCA)on the Iris dataset
- Employ Keras to build autoencoder models for the CIFAR-10 dataset
- Apply the Apriori algorithm with machine learning extensions (Mlxtend) to study transaction data
Who this book is for
This course is designed for developers, data scientists, and machine learning enthusiasts who are interested in unsupervised learning. Some familiarity with Python programming along with basic knowledge of mathematical concepts including exponents, square roots, means, and medians will be beneficial.
Table of Contents
- Introduction to Clustering
- Hierarchical Clustering
- Neighborhood Approaches and DBSCAN
- An Introduction to Dimensionality Reduction and PCA
- Autoencoders
- t-Distributed Stochastic Neighbor Embedding (t-SNE)
- Topic Modeling
- Market Basket Analysis
- Hotspot Analysis
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Sam Morley, "Applying Math with Python: Practical recipes for solving computational math problems using Python programming and its li"
English | ISBN: 1838989757 | 2020 | 358 pages | AZW3, MOBI | 21 MB + 13 MB
Discover easy-to-follow solutions and techniques to help you to implement applied mathematical concepts such as probability, calculus, and equations using Python's numeric and scientific libraries
Key Features
Compute complex mathematical problems using programming logic with the help of step-by-step recipes
Learn how to utilize Python's libraries for computation, mathematical modeling, and statistics
Discover simple yet effective techniques for solving mathematical equations and apply them in real-world statistics
Book Description
Read more
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Christopher Scott Sevier, "Aquinas on Beauty"
English | ISBN: 0739184245 | 2015 | 240 pages | AZW3 | 475 KB
Aquinas on Beauty explores the nature and role of beauty in the thought of Thomas Aquinas. Beginning with a standard definition of beauty provided by Aquinas, it explores each of the components of that definition. The result is a comprehensive account of Aquinas's formal view on the subject, supplemented by an exploration into Aquinas's commentary on Dionysius's Divine Names, including a comparison of his views with those of both Dionysius and those of Aquinas's mentor, Albert the Great. The book also highlights the tight connection in Aquinas's thought between aesthetics and ethics, and illustrates how Aquinas preserves what is best about aesthetic traditions preceding him, and anticipates what is best about aesthetic traditions that would follow, marrying objective and subjective aesthetic intuitions and charting a kind of via media between the common extremes.
Read more
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Arbeitsbuch zur linearen Algebra: Aufgaben mit ausführlichen Lösungen und Vertiefungen
Deutsch | 2025 | ISBN: 3662691884 | 337 Pages | PDF (True) | 9 MB
Das Buch greift als optimale Ergänzung zum Lehrbuch Lineare Algebra im algebraischen Kontext mit derselben Kapitelstruktur die dort genannten Aufgaben auf. Darüber hinaus ergänzt es weitere Übungen - zur Vertiefung oder um in neue Themen einzuführen. Es ist aber auch völlig unabhängig vom Lehrbuch nutzbar.
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Architektur entsiegelt Raum: Entwürfe für eine klimafreundliche Urbanisierung
Deutsch | 2025 | ISBN: 3658471344 | 359 Pages | PDF (True) | 347 MB
Es geht um die Frage: Wie können Gebäude aussehen, wenn Material, Richtlinien und Gesetze keine Rolle spielen? Die Antworten sind grafische Auseinandersetzungen im Rahmen von Entwurfsprojekten an der Technischen Universität Wien aus dem Masterstudium Architektur sowie Diplomarbeiten. Die Aufgabenstellung beinhaltete: weg von der Realität und auf keinen Fall etwas machen, das schon da ist. Entwürfe, die wir aus Zeitschriften kennen sind nicht gefragt. Das Buch testet Räume aus und stellt Beispiele dar, diese ganz neu zu entwickeln. Beispiel zur Veranschaulichung: Wir wollen anstelle von Blockrandbebauung und Straßennetze einen durchgehenden Park in der Stadt errichten. Die Fläche beträgt zumindest zwei Quadratkilometer. Die Menschen leben in ihrem Wohnpark direkt im Grünen, ohne eine Straße überqueren zu müssen. Das ist heute noch unrealistisch. Darum sind die Straßen im Modell oben über den Dächern. Die Autos fahren also auf den Häusern - eine buchstäblich abgefahrene Architektur. Natürlich gibt es in der Praxis zigtausende Grundeigentümer und Vorschriften, die so etwas unmöglich machen würden. Aber wir nehmen uns die Freiheit für dieses Gedankenspiel und denken darüber nach, wie dieser Ansatz aussehen könnte. Wir wollen mit der echten Welt arbeiten und unbedingt einen Vergleichswert zur existierenden Stadt. Innovative Entwürfe überdenken unsere Lebenswelt neu. Viele Forschungen zeigen, dass wir uns in Zukunft vielmehr kreativen Aufgaben widmen werden anstelle von repetitiver Arbeit. Die Innovation erfolgt auf mehreren Maßstabsebenen von der Gebäude-, Konstruktions- bis hin zur Detailplanung. Im Gegensatz zum üblichen Produzieren werden hier neue Wege im Buch beschritten. Die architektonische Intervention findet dabei eine neue und gelungene Antwort für eine Architektur als Landschaft in der urbanen Stadt.
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Ardennes: The Secret War
English | 2025 | ASIN : B0DNZ4X8KF | 213 Pages | EPUB | 2 MB
Why were Allied forces so surprised by this counterattack? And why have the German sabotage and deception operations that disrupted supply lines and outwitted Allied intelligence been so overlooked by historians?
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Arduino Programming for Beginners: A Complete Guide to Coding and Circuitry
English | 2025 | ASIN : B0DY78BV1M | 184 Pages | EPUB | 1.5 MB
Unlock the world of Arduino programming and electronics with this beginner-friendly guide! Whether you're a student, hobbyist, or aspiring engineer, Arduino Programming for Beginners provides everything you need to start building interactive projects with confidence.
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ARM Microcontrollers Programming: ARM Programming in C/C++ for Beginners by Sarful Hassan
English | December 2, 2024 | ISBN: N/A | ASIN: B0DPJ1KW77 | EPUB | 0.66 Mb
ARM Microcontrollers Programming: ARM Programming in C/C++ for Beginners is your complete, beginner-friendly guide to mastering ARM Cortex-M microcontroller programming. Designed for those new to embedded systems, this book takes you step-by-step through the fundamentals of programming in C and C++ for embedded applications.What You'll Learn:ARM Cortex-M Architecture: Understand the key components and structure of ARM microcontrollers.Embedded Programming Basics: Learn how to write and manage code with C/C++ for embedded systems, covering variables, data types, and control structures.Digital and Analog I/O: Gain hands-on experience with digital and analog input/output to interact with various hardware.Advanced Techniques: Explore memory management, power optimization, and real-time programming in embedded systems.Real-World Projects: Build practical applications by interfacing with 7-segment displays, LCDs, and Wi-Fi modules for IoT.Why This Book Is Perfect for You:Beginner-Friendly: Ideal for students, hobbyists, and anyone new to embedded programming, with clear explanations and practical examples.Hands-On Learning: Focuses on building real-world projects to reinforce your programming skills.Comprehensive Coverage: From basic concepts to advanced techniques, everything you need to get started with ARM microcontrollers is here.Build Real Applications: Learn by working on practical projects and applying your knowledge to solve real-world problems.Whether you're a student, hobbyist, or aspiring embedded systems developer, ARM Microcontrollers Programming will help you gain the knowledge and confidence to create powerful, efficient embedded systems.
Start your journey into the world of ARM microcontrollers and embedded programming today!
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Armies of the Hundred Years' War 13371453
by Gabriele Esposito;
English | 2025 | ISBN: 139903782X | 209 pages | True PDF EPUB | 239.85 MB
The Hundred Years' War examines its famous battles, key figures, and the evolution of warfare, tactics, and equipment.
The Hundred Years' War is one of the most famous conflicts in British history, featuring such renowned battles as Crecy, Poitiers and Agincourt. It is a period littered with such legendary names as the Black Prince, Henry V and Joan of Arc, and a fascinating one for the development of warfare, weapons and armour.
Gabriele Esposito puts the conflict in context with an overview of earlier Anglo-French conflicts and the roots of the dispute between the Plantagenet and Valois dynasties. He then devotes several chapters to giving a concise overview of the dramatic events of the war, before moving on to describe in detail the organization, tactics, weapons, armour and equipment of all the varied forces. Those drawn in by various alliances, such as Scottish, Spanish and Burgundian troops are not forgotten.
He shows the evolution of warfare across the period, from the early dominance of the longbowmen over the French knights to the increasing importance of artillery in the Valois recovery. As usual for The Armies of the Past series, Gabriele Esposito's informative text is lavishly illustrated with colour photographs of replica weapons, armour and clothing in use.
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Duncan Crow - Armoured Fighting Vehicles of Germany: World War II
Profile Publications | 1978 | ISBN: 0214203077 | English | 320 pages | PDF | 238.29 MB
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Michael Armstrong, "Armstrong's Handbook of Learning and Development: A Guide to the Theory and Practice of L&D"
English | ISBN: 139860190X | 2021 | 344 pages | PDF | 5 MB
This brand-new book from HRM expert and bestselling author, Michael Armstrong, is an ideal companion for those studying learning and development (L&D) at third year undergraduate and postgraduate level as well as practitioners in L&D roles in the workplace.
Armstrong's Handbook of Learning and Development provides an essential grounding in L&D theory including the components of L&D, the distinction between L&D and training, the relationship of L&D to human resources and knowledge management as well as coverage of the role of an L&D practitioner. In addition, this book covers emerging areas of learning such as digital, social and workplace learning as well as some of the latest developments including micro, connected and personalized learning as well as earning experiences. There is also coverage of how to use AI, gamification and curation to support learning and how to host both online and offline learning events.
Supported by case studies and examples to put the theory in context, reflective exercises to consolidate learning and further reading suggestions to broaden knowledge and engagement with the topic,
Read more
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Arquétipos do sucesso: trajetórias para tornar-se uma autoridade (Arquétipos no dia a dia) (Portuguese Edition) by Reginaldo Osnildo
Portuguese | March 18, 2024 | ISBN: N/A | ASIN: B0CYFZSNVY | 117 pages | EPUB | 2.12 Mb
Bem-vindo a uma jornada transformadora que irá transcender o convencional e mergulhar nas profundezas dos arquétipos que fundamentam histórias de sucesso e liderança ao longo da história. " Arquétipos do sucesso: trajetórias para tornar-se uma autoridade" não é apenas um livro; é um convite para explorar o cerne daquilo que nos impulsiona, molda nossas carreiras e enriquece nossas vidas no mundo contemporâneo.
Você está prestes a embarcar em uma expedição pelo mundo fascinante dos arquétipos - estruturas psíquicas inatas que influenciam nosso comportamento, decisões e trajetórias. Com base em anos de pesquisa e insights profundos, este livro foi meticulosamente elaborado para oferecer não apenas conhecimento, mas uma nova perspectiva sobre como essas forças arquetípicas podem ser canalizadas para desenvolver uma presença influente, tornando-o uma autoridade reconhecida em sua área de atuação.
A cada capítulo, você será guiado através dos diferentes arquétipos do sucesso - do Visionário ao Sábio, do Rebelde ao Alquimista. Você descobrirá como esses arquétipos têm sido a força motriz por trás das figuras mais icônicas da história e como podem ser aplicados hoje para moldar o futuro. Mas não se engane; este não é um livro comum sobre sucesso e liderança. Aqui, você encontrará uma abordagem única que combina sabedoria ancestral com as necessidades e desafios do mundo moderno.
Este livro é, acima de tudo, um convite para que você descubra e cultive seu arquétipo dominante. Através desta exploração, você ganhará insights valiosos sobre como desenvolver uma marca pessoal autêntica e poderosa, comunicar suas ideias e valores de maneira eficaz, liderar com inspiração e tomar decisões que não apenas o propelirão para frente, mas também beneficiarão aqueles ao seu redor.
Atenciosamente
Prof. Dr. Reginaldo Osnildo
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Art in a State of Siege by Joseph Leo Koerner
English | February 4, 2025 | ISBN: 0691267219 | True EPUB | 408 pages | 165 MB
An art historical epic for dangerous times
What do artworks look like in extreme cases of collective experience? What signals do artists send when enemies are at the city walls and the rule of law breaks down, or when a tyrant suspends the law to attack from inside? Art in a State of Siege tells the story of three compelling images created in dangerous moments and the people who experienced them-from Philip II of Spain to Carl Schmitt-whose panicked gaze turned artworks into omens.
Acclaimed art historian Joseph Koerner reaches back to the eve of iconoclasm and religious warfare to explore the most elusive painting ever painted. In Hieronymus Bosch's Garden of Delights, enemies are everywhere: Jews and Ottomans at the gates, witches and heretics at home, sins overtaking the mind. Following a paper trail leading from Bosch's time to World War II, Koerner considers a monumental self-portrait painted by Max Beckmann in 1927. Created when Germany was often governed by emergency decree, this image brazenly claimed to decide Europe's future-until the Nazis deemed it to be a threat to the German people. For South African artist William Kentridge, Beckmann exemplified "art in a state of siege." Koerner shows how his work served as beacon during South Africa's racialist apartheid rule and inspired Kentridge's breakthrough animations of drawings being made, erased, and remade.
Spanning half a millennium but urgent today, Art in a State of Siege reveals how, in dire straits, art becomes the currency of last resort.
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Art of Computer Programming, Volume 4, Fascicle 7, The: Constraint Satisfaction
English | 2025 | ISBN: 0135328241 | 467 Pages | EPUB | 11 MB
The Art of Computer Programming is a multivolume work on the analysis of algorithms and has long been recognized as the definitive description of classical computer science. The five volumes published to date-Volumes 1, 2, 3, 4A, and 4B-already comprise a unique and invaluable resource in programming theory and practice. Countless readers have spoken about the profound personal influence of Knuth's writings. Scientists have marveled at the beauty and elegance of his analysis, while practicing programmers have successfully applied his "cookbook" solutions to their day-to-day problems. All have admired Knuth for the breadth, clarity, accuracy, and good humor found in his books.
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English | 2025 | ISBN: 0135328241 | 544 Pages | PDF | 10 MB
The Art of Computer Programming is a multivolume work on the analysis of algorithms and has long been recognized as the definitive description of classical computer science. The five volumes published to date-Volumes 1, 2, 3, 4A, and 4B-already comprise a unique and invaluable resource in programming theory and practice. Countless readers have spoken about the profound personal influence of Knuth's writings. Scientists have marveled at the beauty and elegance of his analysis, while practicing programmers have successfully applied his "cookbook" solutions to their day-to-day problems. All have admired Knuth for the breadth, clarity, accuracy, and good humor found in his books.
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Art of Speed Reading Body Language: The Last Dark Psychology Stress-Free Guide Everybody Needs to Analyze People Effectively through Human Behavior Psychology, Regardless What They Are Saying by Richard Dark
English | November 12, 2019 | ISBN: 1707849277 | 106 pages | EPUB | 0.16 Mb
In 3 Seconds or Less, You Can Read the Person in Front of You!
Would you like to read people like an open book?
Would you like to know when someone is sexually attracted to you?
Would you like to know when someone is lying, or just nervous?
If so - keep reading!
The art of reading people without words is as old as the first human. It is still one of the most powerful skills one can acquire. Humans, as a social animal, are constantly talking and communicating with their environment. However, some people in this environment are cheaters, some are hiding secrets, and some simply can't explain their true intentions...
In this outstanding book, you will discover how to read other people in a manner of SECONDS, expose lies, manipulations, and even sexual attraction!
Here's the full list of what you can find inside:Get the complete beginners guide to body languageLearn how you can tell what someone is trying to sayReveal the most CRUCIAL body language mistakes, and how to avoid themDiscover how to tell when someone is lyingBecome a powerful reader, develop a charismatic style, and enjoy a wonderful skill that will serve you for your entire life!
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ARTIFICIAL INTELLIGENCE - THE AGE OF FILTER BUBBLES: THE ILLUSION OF FREEDOM by MARCUS PINTO
English | September 16, 2024 | ISBN: N/A | ASIN: B0DH8B5XSJ | 88 pages | EPUB | 1.06 Mb
Are we really in control of our choices online? Or would we be invisible prisoners of a complex system, powered by algorithms that silently shape the way we see the world?
"Artificial Intelligence - The Age of Filter Bubbles" invites you to deeply explore this hidden and provocative reality.
Written by Prof. Marcão, this book reveals the gears behind digital personalization and how it transforms our experiences, influencing everything from what we consume to how we behave socially.
In an era where artificial intelligence permeates every aspect of modern life, this book stands out for offering a clear view, rich in detail and practical examples, of filter bubbles - a phenomenon that directly affects our autonomy and our worldview.
Exploring everything from the creation of the bubbles to their psychological and social consequences, you will be led to question how much freedom of choice is, in fact, real in the digital universe.
A Panorama of Provocative Insights.
In this book, you'll find a meticulous analysis of the algorithms that drive digital personalization, from search engines and social media to streaming and e-commerce platforms.
Through engaging and accessible writing, Prof. Marcão explains how these systems "know" their users, collecting and using data to offer hyper-personalized but at the same time limiting experiences.
Does the promise of relevance replace spontaneity?
Are we just reinforcing our own views, immersed in information capsules that perpetuate polarization and tribalism?
This book dives into the social and cultural implications of these algorithmic bubbles, discussing how extreme personalization can lead to digital isolation, misinformation, and political polarization.
Throughout the pages, you will understand how political campaigns, marketing companies, and large digital platforms use these same algorithms to manipulate buying behaviors and influence critical decisions, often without you realizing it.
Who is this book for:
This is an essential guide for anyone who wants to deeply understand filter bubbles and their impact on our lives. If you are interested in artificial intelligence, digital privacy, or simply want to browse the internet in a more conscious and informed way, this book is for you.
Through thought-provoking case studies and analyses that go beyond the surface, Prof. Marcão puts you at the center of the most important discussion of the twenty-first century: freedom in times of algorithms.
Meet the author:
Marcus Pinto - Prof. Marcão - has a master's degree in Information Technology and works in the field of information architecture. IT professional with decades of experience in data intelligence, he has been working in the area of information technology since the mid-1980s, especially in the area of information architecture/attribute engineering, systems development and data warehouse.
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Artificial Intelligence 2024, Book 1 of 2 by Yang Yen Thaw
English | 2024 | ISBN: 9798224205615 | 122 pages | EPUB | 3.48 Mb
The book is about Artificial Intelligence for Business in Industry 4.0: Demystified by Yang Yen Thaw and includes generative AI. It is an extensive guide designed to make AI concepts accessible and applicable for business and enterprise use. It features 111 AI terms and explanations, along with a practical case study to illustrate AI implementation.
The book is structured to cover a broad range of topics
Introduction to AI: Defining AI, addressing misconceptions, and explaining its relevance today.
Case Study: A detailed strategy for AI adoption and implementation at a fictitious company, Sybar Industries.
AI Concepts: Definitions and explanations of core AI technologies, including machine learning, neural networks, and generative AI.
Implementation Guide: Steps for management support, building a digital culture, pilot projects, and leveraging investment in AI.
Ethics and Compliance: Understanding the ethical implications of AI and ensuring compliance.
Future Directions: Insights into the future of AI, continuous learning, and innovation.
The book emphasizes practical application, demystifying AI for business leaders, and providing a roadmap for successful AI integration in various business operations. It also highlights the importance of ethics and continuous improvement in AI practices.
Код:
Rapidgator
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Artificial Intelligence 2024, Book 2 of 2 by Yang Yen Thaw
English | 2024 | ISBN: 9798224012688 | 302 pages | EPUB | 3.80 Mb
The book is about Artificial Intelligence for Business in Industry 4.0: Demystified by Yang Yen Thaw and includes generative AI. It is an extensive guide designed to make AI concepts accessible and applicable for business and enterprise use. It features 111 AI terms and explanations, along with a practical case study to illustrate AI implementation.
The book is structured to cover a broad range of topics
Introduction to AI: Defining AI, addressing misconceptions, and explaining its relevance today.
Case Study: A detailed strategy for AI adoption and implementation at a fictitious company, Sybar Industries.
AI Concepts: Definitions and explanations of core AI technologies, including machine learning, neural networks, and generative AI.
Implementation Guide: Steps for management support, building a digital culture, pilot projects, and leveraging investment in AI.
Ethics and Compliance: Understanding the ethical implications of AI and ensuring compliance.
Future Directions: Insights into the future of AI, continuous learning, and innovation.
The book emphasizes practical application, demystifying AI for business leaders, and providing a roadmap for successful AI integration in various business operations. It also highlights the importance of ethics and continuous improvement in AI practices.
Код:
Rapidgator
https://rg.to/file/85660e1f04b2613778b9d9e7cce02535/yy0a0.7z.html
TakeFile
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