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Practical Applications of Data Processing, Algorithms, and Modeling by Pawan Whig, Sachinn Sharma, Seema Sharma
English | April 29, 2024 | ISBN: 8369347401 | 340 pages | PDF | 7.55 Mb
In today's data-driven era, the persistent gap between theoretical understanding and practical implementation in data science poses a formidable challenge. As we navigate through the complexities of harnessing data, deciphering algorithms, and unleashing the potential of modeling techniques, the need for a comprehensive guide becomes increasingly evident. This is the landscape explored in Practical Applications of Data Processing, Algorithms, and Modeling . This book is a solution to the pervasive problem faced by aspiring data scientists, seasoned professionals, and anyone fascinated by the power of data-driven insights. From the web of algorithms to the strategic role of modeling in decision-making, this book is an effective resource in a landscape where data, without proper guidance, risks becoming an untapped resource. The objective of Practical Applications of Data Processing, Algorithms, and Modeling is to address the pressing issue at the heart of data science - the divide between theory and practice. This book seeks to examine the complexities of data processing techniques, algorithms, and modeling methodologies, offering a practical understanding of these concepts. By focusing on real-world applications, the book provides readers with the tools and knowledge needed to bridge the gap effectively, allowing them to apply these techniques across diverse industries and domains. In the face of constant technological advancements, the book highlights the latest trends and innovative approaches, fostering a deeper comprehension of how these technologies can be leveraged to solve complex problems. As a practical guide, it empowers readers with hands-on examples, case studies, and problem-solving scenarios, aiming to instill confidence in navigating data challenges and making informed decisions using data-driven insights.
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Jack Xu, "Practical GPU Graphics with wgpu and Rust: Creating Advanced Graphics on Native Devices and the Web in Rust Using wgpu - the Next Graphics API"
English | 2022 | ASIN: B09QP6Q8QC | PDF | pages: 471 | 21.6 mb
wgpu is the next-generation graphics API and future standard in Rust for both native devices and the web, aiming to provide modern 3D graphics and computation capabilities using the GPU acceleration. This book provides all the tools you need to create advanced 3D graphics and GPU computing in Rust using this new wgpu API.
First, this book will take you through the development environment for building wgpu applications in Rust, and then introduce Rust and wgpu basics, shader programs, GPU buffers, and rendering pipelines. Next, you will learn how to create primitives and simple objects in wgpu. As you progress through the chapters, you will get to grips with advanced wgpu topics, including 3D transformations, lighting calculations, colormaps, and textures. At the same time, you will learn how to create advanced 3D wgpu objects, including various 3D wireframes, 3D shapes, and simple and parametric 3D surfaces with colormaps and textures, as well as beautiful 2D and 3D fractal images described by complex functions. In addition, you will explore new wgpu features such as the compute shader and storage buffers, and use them to simulate large particle systems.
By the end of this book, you will have the solid skills you need to build your own GPU-accelerated graphics and computing applications on both native devices and the web in Rust with the wgpu API.
The book includes:
- Development environment and tools for creating wgpu apps in Rust.
- Rust and wgpu basics, WGSL shaders, and rendering pipeline.
- Primitives and simple shapes in wgpu.
- 3D transformations, model, viewing, projection, and various coordinate systems.
- GPU buffers, uniform buffer objects, animation, and camera controls.
- Normal vectors, lighting model, ambient, diffuse, and specular light calculations.
- UV coordinates, texture mapping.
- Color model, colormaps, and color interpolation.
- 3D shapes, wireframes, surfaces, and 3D charts.
- 2D and 3D fractal images created in the fragment shader.
- Compute shaders, storage buffers, and large particle system simulation.
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Practical Python Backend Programming: Build Flask and FastAPI applications, asynchronous programming, containerization and deploy apps on cloud by Tim Peters
English | January 31, 2024 | ISBN: 8119177614 | 260 pages | PDF | 2.00 Mb
"Practical Python Backend Programming" is a quick pragmatic book that teaches both new and experienced developers the fundamentals of backend development with Python. All sorts of developers, from Python programmers to non-Python programmers, full stack developers, and web developers, will find what they need to know to become experts in backend programming in this entire book.
The book covers key topics in backend development, including how to set up stable development environments and how to use virtual environments for better dependency management. With this book, readers will have a firm grasp of Python programming with an emphasis on backend tasks by learning the language's syntax, data structures, and functions. The book teaches you to create and launch dynamic web apps by providing an in-depth look at web frameworks such as Flask and FastAPI. It teaches SQLAlchemy for efficient data handling and advanced database integration, and it shows to improve applications with databases like PostgreSQL, MySQL, and MongoDB. Strategies for managing concurrent operations and improving performance are also covered in the book, along with asynchronous programming in Python.
This book delves into various authentication methods, secure communication protocols such as HTTPS, and techniques to secure REST APIs. For efficient management of asynchronous tasks and real-time data processing, it also introduces message brokers such as RabbitMQ and Kafka. The book teaches its readers how to containerize apps and manage them on a large scale by integrating technologies like Docker and Kubernetes. It goes on to talk about how to use serverless architectures, how to use modern tools for continuous integration and deployment, and how to deploy apps to cloud platforms like AWS.
Key LearningsBuild dynamic web apps with strong backend logic using Flask and FastAPI.Write efficient, well-structured backend code by learning Python's syntax, functions, and best practices.Make your apps more efficient and scalable by using asynchronous programming techniques.Investigate Kubernetes and Docker to orchestrate and containerize apps for improved deployment and scalability.Use AWS's cloud services to deploy apps with guaranteed uptime and lightning-fast performance.Improve efficiency and compatibility by setting up and managing Python development environments.Enhance your data handling capabilities by learning to integrate and manipulate databases using SQLAlchemy.Protect online apps with OAuth and JWT's sophisticated authorization and authentication features.Efficiently process data in real-time and broker messages with RabbitMQ and Kafka.Streamline processes, cut down on mistakes, and implement continuous integration and deployment by following best practices.Table of ContentFundamentals of Backend DevelopmentBuilding Your First Web Application with FlaskAdvanced Flask DevelopmentIntroduction to FastAPIWorking with DatabasesAsynchronous Programming in PythonUser Management and SecurityDeploying Python Backend ApplicationsMicroservices and Cloud IntegrationMessage Brokers and Asynchronous Task Processing
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Practice to Deceive By Ann Rule
2013 | 352 Pages | ISBN: 1416544623 | EPUB | 4 MB
With more than 50 million copies of her thirty-four books in print, from The Stranger Beside Me, her chilling personal account of knowing Ted Bundy, to fourteen hardcover books- including Small Sacrifices; Green River, Running Red; and Too Late to Say Goodbye-and sixteen collections in her #1 bestselling Crime Files series, Ann Rule is without a doubt "America's best true-crime writer" (Kirkus Reviews). In Practice to Deceive, her first book-length investigative chronicle since In the Still of the Night, Rule unravels a shattering case of Christmastime murder off the coast of Washington State-presented with the clarity, authority, and emotional depth that Rule's readers expect. It's a case with enough drama, greed, sex, and scandal to be called "The Real Housewives of Whidbey Island," but this was not reality television. This was murder: pure, cruel, ugly, and senseless. And someone had to pay the price. Nestled in Puget Sound, Whidbey Island is a gem of the Pacific Northwest; accessible only by ferry and the soaring Deception Pass Bridge, it is known for its artistic communities and stunning natural beauty. Life there is low-key, insular, and the island's year-round residents tend to know one another's business. But when the blooddrenched body of Russel Douglas was discovered the day after Christmas in his SUV in a hidden driveway near Whidbey's most exclusive mansions, the whole island was shocked. A single bullet between his eyes was the cause of death, but no one could imagine who among them could Description such a devious, cold-blooded crime. At first, police suspected suicide, tragically common at the height of the holiday season. But when they found no gun in or near the SUV, Russel's manner of death became homicide. Like a cast of characters from a classic mystery novel, a host of Whidbey residents fell under suspicion. Brenna Douglas was Russel's estranged and soon-to-be-ex wife, who allowed him to come home for a Christmas visit with their children. The couple owned the popular Just B's salon. Brenna's good friend Peggy Sue Thomas worked there, and Brenna complained often to her that Russel was physically and emotionally abusive. Peggy Sue's own life has been one of extremes. Married three times, hers is a rags-to-riches-and-back-again tale in which she's played many roles: aircraft mechanic, basketball coach, the "drop-dead gorgeous" beauty queen as a former Ms. Washington, Las Vegas limousine driver, million-dollar horse breeder, wealthy divorcée. But in 2003, her love affair with married guitarist Jim Huden led the two Whidbey Island natives to pursue their ultimate dreams of wealth and privilege-even at the expense of human life. Unravel the tangled web woven by Russel Douglas's murder in Practice to Deceive, the newest heart pounding true-crime tour de force from Ann Rule.
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Practice, Learning and Change: Practice-Theory Perspectives on Professional Learning By Paul Hager, Alison Lee, Ann Reich (auth.), Paul Hager, Alison Lee, Ann Reich (eds.)
2012 | 292 Pages | ISBN: 940074773X | PDF | 2 MB
The three concepts central to this volume-practice, learning and change-have received very different treatments in the educational literature, an oversight directly confronted here. While learning and change have been extensively theorised, their various contexts articulated and analysed, practice is notably underrepresented. Where much of the literature on learning and change takes the notion of 'practice' as an unexamined given, its co-location as a term with various classifiers, as in 'legal practice' and 'teaching practice', render it curiously devoid of semantic force.In this book, 'practice' is the super-ordinate organising idea. Drawing on what has been termed the 'practice turn in contemporary theory', the work develops a conceptual framework for researching learning in, and on, practice. It challenges received notions of practice, questioning the assumptions, elisions, conflations and silences on the subject. In so doing, it offers fresh insights into learning and change, and how they relate to practice. In tandem with this conceptual work, the book details site-ontological studies of practice and learning in diverse professional and workplace contexts, examining the work of occupations as various as doctors, chefs and orchestral musicians. It demonstrates the value of theorising practice, learning and change, as well as exploring the connections between them amid our evolving social and institutional structures.
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Lieve Bruyninx, "Practicing Acceptance and Commitment Therapy with Head and Heart: Understanding the Why Behind Each Intervention"
English | ISBN: 1032672781 | 2024 | 172 pages | PDF | 3 MB
This book will help readers balance the essential scientific concepts underlying Acceptance and Commitment Therapy (ACT) with their clinical practice, reconnecting ACT with its behavioural therapeutic roots and Relational Frame Theory.
Clinicians often struggle to understand the science (the "head") that should underpin their clinical practice/work (the "heart"). Without a core understanding of the scientific concepts underlying ACT, clinicians struggle to understand how to adapt ACT in practice for specific client or group situations and why. In response to that, this book is structured to help readers understand the why of each intervention and how to use that to guide the next move. Through a mix of explanations, personal examples, exercises for the therapist, short cases, and metaphors, the book provides a series of science‑driven concepts that teach the reader to use the ACT toolbox with skilful interventions.
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Philip Miller, "Praise Emptiness: Essays Verbal & Visual"
English | ISBN: 9657048109 | 2023 | 180 pages | AZW3 | 19 MB
Praise Emptiness' essays and images form a dialog ranging among diverse topics: Judaism, Buddhism, feminism, free will. The book reflects the author and artist's conception of UltimateTruth as various and unknowable.
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Praxis der Kinder- und Jugendtraumatologie
Deutsch | 2024 | ISBN: 3662673525 | 662 Pages | PDF (True) | 56 MB
Alle wichtigen Verletzungen von Kindern und Jugendlichen sind in diesem Buch systematisch und reich bebildert dargestellt: - Verletzungen der Extremitäten, der Wirbelsäule und des Beckens, - Schädel-Hirn-Trauma, Thorax- und Abdominaltrauma sowie Mehrfachverletzungen, - Spezielle Verletzungsformen wie Verbrennungen oder Weichteilverletzungen. Für die 2. Auflage wurden alle Kapitel aktualisiert, teilweise neu verfasst und um zusätzliche Kapitel ergänzt. Das Buch eignet sich hervorragend als kursbegleitende Lektüre zum Kursformat "Kindertraumatologie" der Deutschen Gesellschaft für Kinderchirurgie. Die umfassende Grundlage für eine differenzierte und fundierte Behandlung verletzter Kinder und Jugendlicher!
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Richard Webster, "Praying with Angels"
English | 2007 | pages: 240 | ISBN: 0738710989 | EPUB | 1,3 mb
Reverence for angels spans culture, faith, and time. But can these heaven-sent messengers answer our prayers? Time and time again, the angels have proven that yes, they're there for us―we just need to reach out and ask them for guidance. From an expert on angelic spirits, you will discover a myriad of simple and rewarding methods to communicate with the specific angel you need.
- Explore the fascinating roles of angels: guardian, zodiac, elemental, and others
- Learn prayers and rituals for healing, protection, abundance, and more
- Engage in meditations and practical exercises that aid in angel awareness
Imagine a lifelong relationship with these celestial helpmates who can grant you the rewards, enrichment, and peace that you've been searching for.
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Phillip Allsworth-Jones, "Pre-Columbian Jamaica"
English | 2008 | pages: 337 | ISBN: 0817354662, 0817315969 | PDF | 2,7 mb
Much of Jamaican prehistoric research-like that in the rest of the Caribbean basin-has been guided by at least a subconscious attempt to allow prehistoric native peoples to find their places within the charts established by Irving Rouse, who guided Caribbean research for much of the last half-century. The pre-Columbian peoples of Jamaica, and not merely their material culture, are beginning to take form, revealing their lifestyles and rituals, and taking their rightful place among the cultures of the New World.
Pre-Columbian Jamaica represents the first substantial attempt to summarize the prehistoric evidence from the island in a single published account since J. E. Duerden's invaluable 1897 article on the subject, which is also reprinted within this volume.The book is designed to provide general commentary that can stand alone and be read as a continuous narrative; and as an additional and valuable resource is the accompanying CD-ROM that furnishes a great range of further illustrations, data, calculations, measurements, and comparisons. This data is curated at the Archaeology Laboratory at the University of the West Indies, Mona Campus, in Kingston, and was presented to the university by Dr. James Lee in 2000.His gift, and the comprehensive study that followed, provide the impetus for both the book and the CD-ROM.
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McGraw Hill, "Precalculus, Student Edition "
English | ISBN: 007664183X | 2013 | 1072 pages | PDF | 46 MB
Includes Print Student Edition
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Dini Klein, "Prep And Rally: An Hour of Prep, A Week of Delicious Meals"
English | 2022 | ISBN: 0358645565 | EPUB | pages: 320 | 222.9 mb
From Dini Klein, rising Instagram star and founder of the popular meal-prep service Prep + Rally (@prepandrally), a guide to delicious, family-friendly meals with less stress, less expense, and minimal time.
At the end of a workday, when the whole family is hungry, who has the energy or time to put together a home-cooked meal? With Dini Klein's brilliant Prep + Rally method,youdo-all while saving money, saving time, and saving the stress ofwhat's for dinner.
In this inspired recipe collection, Klein shows you how just one hour of prep can result in four delicious, home-cooked weeknight meals, with one inexpensive weekly grocery bill. It's easy: shopfor the week, using Klein's grocery list, spend one hour toPrepstaple recipes, and use those staple recipes to quickly assemble creative and flavorfulRallymeals that are sure to please the whole family.
Ideal for busy parents and working families, Prep + Rally includes infinite ways to modify each meal plan for different dietary needs, occasions, and picky kid preferences. In the same week, you can enjoy:
- Poké Bowls with Ponzu Sauce
- Pineapple Chicken with Broccoli, Edamame, and Rice
- Loaded Vegetarian Chili Bowls
- One-Pot Mac and Cheese with Broccoli
Complete with essential advice for remixing leftovers, along with dozens of recipes for easy egg dishes, snacks, and sweets, Prep + Rally will alleviate weeknight mealtime stress, once and for all.
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Robert Andersen, "Presenting Statistical Results Effectively"
English | ISBN: 1446269817 | 2022 | 456 pages | PDF | 9 MB
Perfect for any statistics student or researcher, this book offers hands-on guidance on how to interpret and discuss your results in a way that not only gives them meaning, but also achieves maximum impact on your target audience. No matter what variables your data involves, it offers a roadmap for analysis and presentation that can be extended to other models and contexts.
Focused on best practices for building statistical models and effectively communicating their results, this book helps you:
- Find the right analytic and presentation techniques for your type of data
- Understand the cognitive processes involved in decoding information
- Assess distributions and relationships among variables
- Know when and how to choose tables or graphs
- Build, compare, and present results for linear and non-linear models
- Work with univariate, bivariate, and multivariate distributions
- Communicate the processes involved in and importance of your results.
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Joseph Torigian, "Prestige, Manipulation, and Coercion: Elite Power Struggles in the Soviet Union and China after Stalin and Mao"
English | ISBN: 0300254237 | 2022 | 312 pages | PDF | 3 MB
How succession in authoritarian regimes was less a competition of visions for the future and more a settling of scores
"Joseph Torigian's stellar research and personal interviews have produced a brilliant, meticulous study. It fundamentally undermines what political scientists have presumed to be the way Chinese Communist and Soviet politics operate."-Dorothy J. Solinger, University of California, Irvine
"[Torigian's] work is absolutely outstanding."-Stephen Kotkin, ChinaTalk
The political successions in the Soviet Union and China after Stalin and Mao, respectively, are often explained as triumphs of inner-party democracy, leading to a victory of "reformers" over "conservatives" or "radicals." In traditional thinking, Leninist institutions provide competitors a mechanism for debating policy and making promises, stipulate rules for leadership selection, and prevent the military and secret police from playing a coercive role. Here, Joseph Torigian argues that the post-cult of personality power struggles in history's two greatest Leninist regimes were instead shaped by the politics of personal prestige, historical antagonisms, backhanded political maneuvering, and violence. Mining newly discovered material from Russia and China, Torigian challenges the established historiography and suggests a new way of thinking about the nature of power in authoritarian regimes.
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George W. Mixter, "Primer of Navigation: With Problems in Practical Work and Complete Tables"
English | ISBN: 0393035085 | | 602 pages | PDF | 100 MB
Since 1940, Mixter's Primer of Navigation has been the most relied-upon guide for sailors and boaters throughout the world. Within three years of its original publication, the book went through fifteen printings; in 1943 the second edition appeared and was followed by seven reprintings. In the early 1940s, the text was widely used as the primary resource in the training of navigators for service in World War II. After the war, when pleasure sailing and boating became an increasingly popular pastime, Primer of Navigation found a new audience of readers eager to ensure their families and friends of safe, pleasurable, bluewater adventures.
Herrold Headley has now prepared a completely revised and updated seventh edition reflecting the latest developments in the art and science of navigation including vital new information on precise positioning and communication by electronic means; both Loran C and advancements in high-frequency FM and single side band radio telephone communications systems are covered in detail.
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Princeton Review AP Biology Premium Prep: 6 Practice Tests + Complete Content Review + Strategies & Techniques (College Test Preparation), 27th Edition by The Princeton Review
English | September 10th, 2024 | ISBN: 0593517563 | 448 pages | True EPUB | 35.97 MB
PREMIUM PRACTICE FOR A PERFECT 5-WITH THE MOST PRACTICE ON THE MARKET! Ace the AP Biology Exam with The Princeton Review's comprehensive study guide. Includes 6 full-length practice exams (more than any other major competitor), plus thorough content reviews, targeted test strategies, and access to online extras.
Techniques That Actually Work
* Tried-and-true strategies to help you avoid traps and beat the test
* Tips for pacing yourself and guessing logically
* Essential tactics to help you work smarter, not harder
Everything You Need for a High Score
* Fully aligned with the latest College Board standards for AP® Biology
* Comprehensive content review for all test topics
* Online digital flashcards to review core content
* Access to study plans, a handy list of key terms and concepts, helpful pre-college information, and more via your online Student Tools
Premium Practice for AP Excellence
* 6 full-length practice tests (4 in the book, 2 online) with detailed answer explanations
* Practice drills at the end of each content review chapter
* End-of-chapter key term lists to help focus your studying
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T. Douglas Price, "Principles of Archaeology"
English | ISBN: 0500293368 | 2018 | 448 pages | PDF | 40 MB
An introduction to archaeology that helps students think like archaeologists
Methods can be difficult to teach in the classroom, with many instructors struggling to devise practical ways to help students understand how archaeologists work. Principles of Archaeology makes its mark by helping students learn by doing archaeological projects, by clear chapter-by chapter coverage of each archaeological method, and through videos that explore different aspects of archaeological practice, including scientific concepts and ethical considerations.
Now in its second edition, Principles of Archaeology has been thoroughly updated, with particular emphasis on making the student archaeological projects more accessible and the e-media more engaging.
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Principles of Environmental Engineering by Yan Liu, Liang Li
English | January 17, 2024 | ISBN: 9811694303 | 540 pages | MOBI | 59 Mb
This textbook contains the contents coming from hydraulics, hydrodynamics, chemical principles, chemical reaction engineering and bioengineering, which relates closely with fundamental principles in environmental engineering. It mainly covers principles including basic concepts, theories, methods and related equipment in fluid flow and transportation, heat transfer, absorption, chemical and biological reaction kinetics and reactors, as well as their applications in environmental engineering. At same time, the readers learns the basic viewpoints and methods commonly used in engineering technology, such as balance method, reasonable simplification, dimensional analysis method, boundary layer theory, optimization and mathematical model method. It broadens the student's understanding in solving those problems in environmental engineering, and enhances their awareness of industrialization. This book is the specialized foundation and principles for learning the professional courses of environmental engineering, such as "water pollution control," "air pollution control," "solid waste treatment and disposal" and "ecological restoration engineering", while avoiding the repetition of the contents of those professional books.
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Shipbreaking in Developing Countries
by Md Saiful Karim
English | 2024 | ISBN: 0198897839 | 657 pages | True PDF | 46.9 MB
Principles of International Economic Law provides a comprehensive overview of the central topics in international economic law, with an emphasis on the interplay between the different economic and political interests on both the international and domestic levels. Following recent tendencies, the book examines classical topics of international economic law - such as WTO law, investment protection, commercial law, and monetary law - in context with emerging aspects of human rights, environmental protection, and the legitimate claims of developing countries.
A perfect introductory text to the field of international economic law, the book thoroughly analyses legal developments within their wider political, economic, or social context. Topics covered range from codes of conduct for multinational enterprises, to human rights implications of the exploiting natural resources and the legal impact of climate protection. The book demonstrates the economic foundations and economic implications of legal frameworks. It puts into profile the often-complex relationship between, on the one hand, international standards on liberalization and economic rationality and, on the other, state sovereignty and national preferences. It describes the newly developed forms of economic cooperation between states, such as the G7, the G20, or the BRICS.
Herdegen's Principles of International Economic Law has established itself as a leading textbook in the field. This fully updated third edition covers new aspects and developments, with a particular focus on corporate social responsibility, challenges for WTO law, mega-regional agreements such as CPTPP, the impact of human rights law and environmental standards, and cryptocurrencies.
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Principles of the Digital Services Act
by Husovec, Martin;
English | 2024 | ISBN: 0192882457 | 512 pages | True EPUB | 9.66 MB
Master the 12 disciplines of powerful leadership and lead your organization to greatness We've all heard the phrase "born leader." Leadership experts Brian Tracy and Dr. Peter Chee are here to debunk the myth that you either have it or you don't. That leadership is a talent bestowed on some and not on others. That in order to lead effectively, you have to have it in your genes.
The authors assert that great leaders are made, not born. Everyone has the ability to shape himself or herself into the kind of person who enables and uplifts others to reach their highest potential-and in 12 Disciplines of Leadership Excellence, they reveal exactly how to achieve it.
It all starts with discipline. In this groundbreaking book, the authors break down great leadership into 12 disciplines, including:
Clarity. . . about who you are, where you are going, and how to get thereControl. . . build and bolster your sense of personal responsibility and self-masteryCharacter. . . dedicate yourself to passionately build trust with honesty and integrityCompetence. . . commit to constant never-ending improvement and learningCaring. . . because when you care, your people care in building great working relationshipsCourage. . . moving out of your comfort zone to embrace change and make tough decisions
One at a time. Don't try to take on too much at once. Choose a discipline and live it until it becomes a habit of excellence. Then move to the next one. It will take time-but all life-improving endeavors do.
Read this practical, inspirational guide and every day you will take one more step to becoming a highly effective leader.
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