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Machine Agency (The MIT Press) by James Mattingly, Beba Cibralic
English | February 4th, 2025 | ISBN: 0262549980 | 184 pages | True EPUB | 0.58 MB
An engaging exploration of agency that provides students with the critical tools needed to understand and participate in debates about future machines.

The great promise of artificial intelligence's evolution lives alongside an equally great anxiety. As we develop increasingly autonomous machines that do things in the world, questions about agency-distinguishing machines that can act from those that cannot-are among the thorniest we face. A concise and probing exploration of agency, this accessible textbook provides the critical, technical, and conceptual tools needed to make sense of rapid changes in what machines can do and their role in our lives.
James Mattingly and Beba Cibralic begin with an examination of foundational issues: What is agency? How does it differ from mindedness, consciousness, and intelligence? Can we attribute agency to certain machines, and if so, how and why? They then examine the social and ethical implications of building ever more complex machines, including those concerning moral status and responsibility. Drawing together ideas from philosophy and computer science as well as from information theory, literature, and the history of science, Machine Agency invites students to participate thoughtfully in critical debates about future machines.
* Provides a roadmap for interrogating the concept of machine agency suitable for philosophy majors and non-majors alike
* Investigates the connections between developments in AI and pressing issues in analytic philosophy
* Explores the social and ethical impacts of computational systems with agency
Features robust end-of-chapter exercises



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Machine Intelligence Applications in Cyber-Risk Management by Mohammed Amin Almaiah, Yassine Maleh
English | November 29, 2024 | ISBN: 8369375405 | 512 pages | PDF | 13 Mb
In an era where cyber threats are increasingly sophisticated and persistent, the intersection of machine intelligence and cyber-risk management represents a pivotal frontier in the defense against malicious actors. The rapid advancements of artificial intelligence (AI) and machine learning (ML) technologies offer unprecedented capabilities for identifying, analyzing, and mitigating cyber risks. These technologies not only improve the speed and accuracy of identifying potential threats but also enable proactive and adaptive security measures. Machine Intelligence Applications in Cyber-Risk Management explores the diverse applications of machine intelligence in cyber-risk management, providing a comprehensive overview of how AI and ML algorithms are utilized for automated incident response, threat intelligence gathering, and dynamic security postures. It addresses the pressing need for innovative solutions to combat cyber threats and offer insights into the future of cybersecurity, where machine intelligence plays a crucial role in creating resilient and adaptive defense mechanisms. Covering topics such as anomy detection algorithms, malware detection, and wireless sensor networks (WSNs), this book is an excellent resource for cybersecurity professionals, researchers, academicians, security analysts, threat intelligence experts, IT managers, and more.



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Machine Learning For Data Science Handbook: Practical Guide For Mastering Machine Learning Algorithms For Data-Driven Insights by ETHAN.J. CODE
English | January 1, 2025 | ISBN: N/A | ASIN: B0DS1M2KZ1 | 118 pages | EPUB | 0.33 Mb
Unlock The Power of Data With Machine Learning Mastery

Are you ready to dive into the fascinating world of machine learning and data science? Whether you're a beginner seeking to understand the basics or a professional looking to refine your skills, *Machine Learning For Data Science Handbook* is your ultimate guide to harnessing the power of data-driven technology.
**What You'll Discover Inside:**
- **Core Concepts Demystified:** Simplify complex topics like supervised and unsupervised learning, neural networks, and predictive modeling.
- **Practical Applications:** Learn how machine learning is transforming industries like healthcare, finance, and marketing through real-world case studies.
- **Step-by-Step Tutorials:** Hands-on coding exercises in Python and R to help you build models, analyze data, and solve problems like a pro.
- **Advanced Techniques:** Explore deep learning, natural language processing, and big data integration.
- **Data Visualization:** Master tools and techniques to present data insights effectively.
This handbook provides a unique blend of theory and practical implementation. Its engaging, no-nonsense approach ensures you gain the knowledge you need to excel in data science and machine learning without feeling overwhelmed.
**Who Should Read This Book?**
- Aspiring data scientists and machine learning enthusiasts.
- Professionals transitioning into data-driven roles.
- Students and researchers in STEM fields.
- Anyone intrigued by the potential of AI and data science.
Equip yourself with the skills that power the future. *Machine Learning For Data Science Handbook* is more than a book-it's your gateway to becoming a data science leader.



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Machine Learning for Engineers:
Introduction to Physics-Informed, Explainable Learning Methods for AI in Engineering Applications

English | 2025 | ISBN: 366269994X | 258 Pages | PDF EPUB (True) | 82 MB

This textbook explains learning methods based on analytical concepts in conjunction with complete programming examples in Python, always referring to real technical application scenarios. It demonstrates the use of physics-informed learning strategies, the incorporation of uncertainty into modeling, and the development of explainable, trustworthy artificial intelligence with the help of specialized databases.


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Madwomen: The "Locas mujeres" Poems of Gabriela Mistral, a Bilingual Edition By Gabriela Mistral; Randall Couch
2009 | 184 Pages | ISBN: 0226531899 | PDF | 1 MB
A schoolteacher whose poetry catapulted her to early fame in her native Chile and an international diplomat whose boundary-defying sexuality still challenges scholars, Gabriela Mistral (1889-1957) is one of the most important and enigmatic figures in Latin American literature of the last century. The Locas mujeres poems collected here are among Mistral's most complex and compelling, exploring facets of the self in extremis-poems marked by the wound of blazing catastrophe and its aftermath of mourning. From disquieting humor to balladlike lyricism to folkloric wisdom, these pieces enact a tragic sense of life, depicting "madwomen" who are anything but mad. Strong and intensely human, Mistral's poetic women confront impossible situations to which no sane response exists. This groundbreaking collection presents poems from Mistral's final published volume as well as new editions of posthumous work, featuring the first English-language appearance of many essential poems. Madwomen promises to reveal a profound poet to a new generation of Anglophone readers while reacquainting Spanish readers with a stranger, more complicated "madwoman" than most have ever known.




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Magick for Transformation: Rituals and alchemy for manifesting your wildest dreams by Brandi Amara Skyy
English | October 8, 2024 | ISBN: 1800653743 | 144 pages | PDF | 15 Mb
Alchemize your unique dreams and desires, glean the magickal tools you need, and direct them toward your visions and goals to achieve a Wild Dream Life that you never imagined was possible.

Build your Wild Dream Life-a life that is designed by you, that makes the most of your talents, skills, and gifts, and that is made up of all the things you love, value, and desire.
In this transformational guide, Brandi offers the wisdom, praxis (practices), and rituals you need to say a full-bodied "yes!" to releasing all the magick that resides in you and then follow up with action-in whatever form you so choose.
From meditation, journaling, tarot reading, and tracking your progress in a grimoire, to building ancestral connections, calling on spirit animal allies, and harnessing seasonal, astrological, and lunar magick, Brandi offers practical and magickal ways to kickstart your journey and achieve your own Radical Personal Alchemy.


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Maimonides' Cure of Souls : Medieval Precursor of Psychoanalysis By David Bakan; Dan Merkur; David S. Weiss
2009 | 211 Pages | ISBN: 143842745X | PDF | 1 MB
Is Moses Maimonides an unacknowledged ancestor of the psychoanalytic movement? In this book, David Bakan, Dan Merkur, and David S. Weiss look at the great medieval Jewish philosopher's prescription for the cure of souls and its psychological significance. In the Guide of the Perplexed, Maimonides, who was also a physician, describes the soul's illness: when sinners rationalize evil as good, they limit their capacities to reason, imagine, and behave well, which also produces physical symptoms. The cure depends on repentance in love and fear of God that is attained through philosophical knowledge, the interpretation of dreams and visions, and mystical contemplation. The authors look at the Aristotelian background of Maimonides' psychology, Maimonidean mysticism, his beliefs about prophecy and sexuality, and what is known of Maimonides' client population. A final chapter discusses Maimonides and Freud, noting that many distinctive features of the cure of souls are shared by Freud's original formulation of psychoanalysis. Indeed, the many points of convergence suggest Freud's direct or indirect contact with Maimonides' legacy.




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Major Blunders of the Second World War: New Insights into Mistakes and their Consequences by Andrew Sangster
English | December 2, 2024 | ISBN: 1036112772 | 224 pages | MOBI | 2.44 Mb
Examines notable blunders and errors of judgment during the Second World War, revealing their often embarrassing and contentious repercussions.

A mistake is an error of judgement, a blunder is a mistake caused by carelessness or ignorance, implying incompetence. Blunders are not always the result of incompetence; a chess player may give a critical piece away being distracted by noise, but in war it results in death with serious repercussions. This book explores such errors during the Second World War, some hardly known, a few contentious, many embarrassing.
An American destroyer which fired a live torpedo at a battleship carrying Roosevelt, an American officer who unintentionally passed British information to Rommel, and a German plane crash-landing in neutral territory with plans for invasion are some little-known incidents. Overconfidence resulted in a Luftwaffe raid hitting exposed American gas shells killing Italian civilians, British and American military. Self-assurance led to an American general who lost men and tanks failing to rescue his son-in-law from a PoW camp. Inadequate planning brought disaster in the raid on Dieppe. Poor tactics deployed in the bombing of Monte Cassino was bad propaganda for the Allies but assisted the German defence.
There are some issues which remain disputed, as with the British sinking the French Fleet, but whether it was a blunder remains questionable. There is the issue of the abdicated King Edward often accused of being a traitor, which may not have stood a court case but possibly a Judas caused by immature naivety. Finally, Dönitz was condemned at Nuremberg, but his U-boat warfare was no different from the Allies and at times almost chivalrous.


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Make Work Fair: Data-Driven Design for Real Results by Iris Bohnet, Siri Chilazi
English | January 28, 2025 | ISBN: 0063374412 | 384 pages | PDF | 3.27 Mb
Two leading gender experts and Harvard researchers reveal a new paradigm for fairness at work and offer professionals at every level, in any kind of organization, immediate, proven, and evidence-based ways to do their everyday work better and smarter-and more fairly.

To make organizations more fair, many well-meaning individuals and companies invest their time and resources in diversity, equity, and inclusion (DEI) initiatives. But because inequity is built into the structures, processes, and environments of our workplaces, adding these programs has been ineffective and often becomes a burden passed off to the individuals they are meant to help.
InMake Work Fair, behavioral scientist and author of What Works Iris Bohnet and gender expert Siri Chilazi offer data-backed, actionable solutions that build fairness into the very fabric of the workplace. Their methods-tested at many organizations, and grounded in data proven to work in the real world-help us make fairer, and simply better, decisions. Using their three-part framework, employees at all levels can embed fairness into their everyday practices.
Believing in equal opportunity is essential-but it isn't enough. Offering an evidence-based blueprint, Make Work Fair shows you how to make it a reality, no matter your role, seniority, responsibilities, or where you are in the world.


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Make Your Own Python Text Adventure: A Guide to Learning Programming by Phillip Johnson
English | November 24, 2017 | ISBN: 1484232305 | 160 pages | MOBI | 0.55 Mb
Learn programming with Python by creating a text adventure. This book will teach you the fundamentals of programming, how to organize code, and some coding best practices. By the end of the book, you will have a working game that you can play or show off to friends. You will also be able to change the game and make it your own by writing a different story line, including new items, creating new characters, and more.

Make your own Python Text Adventure offers a structured approach to learning Python that teaches the fundamentals of the language, while also guiding the development of the customizable game. The first half of the book introduces programming concepts and Python syntax by building the basic structure of the game. You'll also apply the new concepts in homework questions (with solutions if you get stuck!) that follow each chapter. The second half of the book will shift the focus to adding features to your game and making it more entertainingfor the player.
Python is often recommended as a first programming language for beginners, and for good reason. Whether you've just decided to learn programming or you've struggled before with vague tutorials, this book will help you get started.
What You'll Learn
Install Python and set up a workspaceMaster programming basics and best practices including functions, lists, loops and objectsCreate an interactive adventure game with a customizable world
Who This Book Is For
People who have never programmed before or for novice programmers starting out with Python.


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Makers by Nature: Letters from a Master Painter on Faith, Hope, and Art by Bruce Herman, Malcolm Guite
English | January 21, 2025 | ISBN: 1514009803 | 240 pages | PDF | 24 Mb
An Artist's Look at Theology, Art, and Philosophy

Dear Tom,
Thanks for writing again―and for this unusually philosophical response to my letter! In response: my theology of art is my theology. Period. I think of God as the Artist and all human artists as eternal apprentices. Consequently, all my thinking about God involves the centrality of beauty and the act of making. As I've said many times, we were made by a Maker to be makers. . . .
Bruce
In a series of fictional letters, respected artist and educator Bruce Herman passes on wisdom to a younger generation. He explores a wide array of practical, philosophical, and theological issues, such as:What is art versus craft? What is good art?What is the calling of an artist? Of a Christian artist?What do you do when you're stuck in your creative process?How should Christians relate to the contemporary art scene?What is beauty, and how is it relevant in our world?Full of personal stories and behind-the-scene looks at Herman's own artistic process, Makers by Nature also features full-color artwork by Herman and several of his former students. Artists and art lovers will find insight, wonder, and encouragement to consider the Maker's invitation to creativity, however it takes shape.


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Making Money Anytime: Strategies for Achieving Financial Success by Mustafa Al-Dori
English | September 29, 2024 | ISBN: N/A | ASIN: B0DJB32KL5 | 111 pages | EPUB | 0.80 Mb
About the Book: Making Money Anytime: Strategies for Achieving Financial Success

Are you ready to transform your financial future? In "Making Money Anytime," you'll discover proven strategies that empower you to generate income regardless of market conditions or economic fluctuations. This book is your ultimate guide to understanding the dynamics of wealth creation and achieving financial freedom.Unlock the Secrets of Financial Success:Explore Diverse Income Streams: Learn how to identify and capitalize on various opportunities to build multiple sources of income, from traditional investments to modern digital ventures.Master Financial Principles: Gain insights into essential financial concepts that will help you make informed decisions and maximize your earning potential.Adapt to Changing Markets: Discover techniques to navigate economic changes, ensuring your financial strategies remain effective in any environment.Practical Insights and Actionable Steps:Real-World Examples: Benefit from case studies of successful individuals and entrepreneurs who have thrived financially, providing inspiration and practical insights.Expert Tips: Get advice from industry experts on how to manage your money, invest wisely, and build a sustainable financial plan.Mindset for Success: Develop a wealth-oriented mindset that drives you to take action and make the most of every opportunity.Who This Book Is For:
Whether you're just starting your financial journey or looking to enhance your existing knowledge, "Making Money Anytime" offers valuable guidance for anyone eager to improve their financial situation. Perfect for aspiring entrepreneurs, investors, or anyone interested in achieving long-term wealth and security.Take Control of Your Financial Future:



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Making Practical Backyard Projects in Wood: Beautiful Things to Make in a Weekend, Including Ready-to-Use Plans & Patterns (Fox Chapel Publishing) Woodworking Birdhouses, Games, Furniture, and More by Alan & Gill Bridgewater, Mike McGrath, Barry Gross
English | March 25, 2025 | ISBN: 1497105080 | 128 pages | MOBI | 85 Mb
Create a welcoming backyard one DIY woodworking project at a time!

Comprehensive guide for everyone who loves woodworking, from beginner to advanced18 projects from practical birdhouses and fun games to your own Victorian toolshedStep-by-step instructions and photos, materials and tools lists, safety tips, and a woodworking tools overviewExpert contributors including Alan and Gill Bridgewater, Paul Meisel, Chris Gleason, Mike McGrath, and Bill HyltonMaking Practical Backyard Projects in Wood collects the best tips from home DIY experts to leave you flush with woodworking ideas that will give you a complete backyard makeover!
Featuring contributions from a veritable all-star team of DIY experts, this collection of home woodworking ideas and backyard upgrades is the instant cure to cabin fever. Projects include:Stylish BirdhouseBird FeederBat BoxJapanese BirdbathBug HotelBackyard DominoesTic-Tac-ToeGnome DoorLyrical Herb BoxPlant MarkersPotato PlanterCold FrameRainwater HarvesterHammock StandVictorian ToolshedPlanter BenchClassic ArborAdirondack ChairBuilding a garden? Master the herb box and attract friendly wildlife with a birdhouse, bath, and feeder. More ambitious? Start big-time wood furniture projects from a planter bench and cold frame to a classic Adirondack chair. Whether you prefer crafting a tool shed, designing for gnomes, or anything in between, you'll find projects to fulfill your every DIY woodworking dream!
With contributions from renowned DIY experts Alan and Gill Bridgewater, master birdhouse pattern designer Paul Meisel, woodworker and homesteader Chris Gleason, former on-air host of PBS's You Bet Your Garden Mike McGrath, and woodworking instructor Bill Hylton, this book is an encyclopedic examination of everything wood can do to overhaul the look and feel of your outdoor living space.
Making Practical Backyard Projects in Wood doesn't stop there, either. Don't be surprised if you learn all sorts of fascinating outdoor DIY tidbits that make you want to maximize every inch of your yard!


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Malai: Frozen Desserts Inspired by South Asian Flavors by Pooja Bavishi
English | March 18th, 2025 | ISBN: 9798886741872 | 224 pages | True EPUB | 76.35 MB
A celebration of South Asian flavors by Pooja Bavishi, the founder of acclaimed Malai ice cream.

Learn to create frozen desserts at home with this first-of-its-kind South Asian-inspired ice cream cookbook.
Bavishi shares the secrets behind Malai's beloved flavors, including Rose with Cinnamon Roasted Almonds, Mango & Cream, and Coffee Cardamom. Discover how to make their famous Orange Fennel French Toast and Parle-G Masala Chai Ice Cream Sandwiches.
From ice cream bars and cones to pies, cakes, and cookies, this storied collection of 100 recipes will transform your at-home desserts with sweet, spiced, and flavorful frozen treats.
* INSPIRED STORY: A delicious exploration where personal stories and cherished flavor memories are woven into every recipe.
* ACCESSIBLE RECIPES & EXPERTISE: The recipes are simple to follow, making it easy to create high-quality ice creams and frozen desserts at home, with tips on essential tools and ingredients for consistently delicious results.
* UNIQUE FLAVOR COMBOS: Each recipe features the vibrant flavors and ingredients of South Asian cuisine, showcasing Malai's signature repertoire-cardamom, rose, almond, pepper, mango, chai, orange, lychee, fennel, and saffron.
* SWEETS FOR ANY OCCASION: From dairy and dairy-free ice creams to frozen treats, cakes, baked goods, toppings, and sauces, this robust collection of 100 recipes has something for every craving.



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Donald Macintyre - Man of War: A History of the Combat Vessel
Castle Books | 1974 | ISBN: 0890090203 | English | 288 pages | PDF | 162.38 MB
Covers the history of combat ships from earliest times, not only their main structure but also their machinery, weapons and equipment.



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Management Strategies and Resilience Against NaTech Events:
Technological Accidents Caused by Natural Hazards

English | 2025 | ISBN: 303184484X | 271 Pages | PDF EPUB (True) | 41 MB

This book offers students, scholars, and practitioners a clear overview of the problems and the available solutions for the prevention and mitigation of Natech scenarios - technological accidents triggered by natural events, such as earthquakes, tsunamis and floods - addressing both the control and management of risk and the enhancement of system resilience. The book provides the specific theoretical and practical background needed to familiarize with this hot topic and to be in contact with the risk and resilience community.


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Management Toolbox: Build Stronger Teams, Inspire Growth, and Lead with Purpose by Lorie Talbott
English | November 26, 2024 | ISBN: N/A | ASIN: B0DP59NZZW | 74 pages | EPUB | 0.50 Mb
Management Toolbox: Build Stronger Teams, Inspire Growth, and Lead with Purpose

Are you ready to see real results in your leadership? The Management Toolbox will give you the tools you need to build a stronger team, inspire growth, and lead with purpose.
You're not alone in your struggles to balance empathy and authority while cultivating a thriving team. With this book, you will gain actionable strategies and practical tools to become a more effective manager and inspire long-term success.
Master communication strategies to inspire trust, collaboration, and productivity.
Effectively balance empathy with authority to lead with confidence and impact.
Gain practical tools to handle conflicts, build trust, and foster team growth.
Develop as a leader by cultivating emotional intelligence and continuous learning.
✅ Learn to set clear, actionable goals that align with team and organizational success.
Proven tools and strategies for communication, goal setting, and conflict resolution.
Real-world examples, exercises, and frameworks to apply directly to your management role.
Guidance on personal growth, emotional intelligence, and inspiring your team to succeed.



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Managing Conditional Access and Compliance with Intune: The Intune Playbook Companion Series by Patrick Jones
English | March 4, 2025 | ISBN: N/A | ASIN: B0DZF4DCRC | 129 pages | EPUB | 0.57 Mb
In an era where data breaches and sophisticated cyberattacks top every organization's worry list, Managing Conditional Access and Compliance with Intune provides the roadmap you need to keep your devices and data safe. This book explains how Intune's cloud-based management and its seamless integration with Azure Active Directory help you standardize security baselines, enforce policy compliance, and grant conditional access-all while maintaining a user-friendly work environment.

From setting up foundational compliance rules to harnessing the power of AI-driven threat intelligence, you'll gain insights into managing a diverse device landscape without sacrificing productivity or user experience. Each chapter demystifies best practices and advanced features, showcasing how real companies address challenges like remote device enrollment, overlapping policies, and fast-changing regulatory demands.
Discover how to:Build strong compliance policies that unify Windows, iOS, Android, and moreIntegrate Intune with Microsoft Defender for Endpoint for near-instant threat responseApply conditional access policies that adapt in real time to evolving risksLeverage AI and machine learning to automate routine security tasks and detect anomaliesWith a clear, conversational style and plenty of practical guidance, this book offers concrete steps to protect your data, keep devices in line with corporate standards, and future-proof your organization's approach to endpoint security. Get ready to transform compliance from a chore into a strategic advantage, reinforcing every corner of your network in a world where the stakes for data protection have never been higher.
Whether you're an IT professional seeking to refine your skills or a leader aiming to modernize endpoint security, Managing Conditional Access and Compliance with Intune offers the practical guidance and future-ready strategies to protect your most valuable digital assets.



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Managing International Trade Risk
by Mark Rowbotham

English | 2025 | ISBN: 1032376651 | 441 pages | True PDF EPUB | 34.99 MB

This book provides readers with an authoritative guide to measure, quantify and address customs, VAT and international trade risk, especially with a view to maximising the efficiency of both trade practice and the governance and collection of national revenue associated with the regulation and control of cross-border trade.
Delivering expert insight into the rationale behind customs investigations, Managing International Trade Risk defines trader risk in terms of international trade and customs and VAT compliance, and highlights the pitfalls in conducting international trade and customs management, practices and procedures. Offering a guide to dealing with customs issues that ensures correct and accurate compliance is the priority when it comes to dealing with imports and exports, it offers solutions in terms of trader knowledge of customs procedures coupled with the knowledge to avoid problems concerning customs and VAT compliance issues and regulations.
This text is written for customs and VAT practitioners, lawyers, policy-makers, industry and financial professionals (international trade, tax and finance), scholars, lecturers, quasi-government organisations and Government departments (Treasury, Tax), as well as Chambers of Commerce. It will be of interest to all involved in the process of international trade, customs and VAT.




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Managing Jira Projects for Data Center (ACP-610) - Exam Practice Test: Your Path to Managing Jira Projects for Data Center (ACP-610) Success: 250 Practice Questions Explained by Steve Brown
English | January 28, 2024 | ISBN: N/A | ASIN: B0CTHSBVGY | 166 pages | EPUB | 1.44 Mb
Embark on your journey to acing the Jira Projects for Data Center (ACP-610) certification with our comprehensive Exam Practice Tests. Meticulously crafted to mirror the actual certification exam, this practice set is your ultimate preparation tool, encompassing 250 thoughtfully designed questions along with detailed explanations to enhance your understanding.

My practice tests are structured to simulate the real exam environment, giving you a taste of the types of questions you can expect. This rigorous preparation will not only boost your confidence but also provide you with deep insights into your areas of strength and those that need improvement.
Key topics covered in our practice tests include:Jira Data Center Architecture and Management: Delve into the nuances of managing projects in the Jira Data Center environment. Understand the distinct features and capabilities of Jira Data Center compared to other Jira versions.Advanced Project Configurations: Master the art of configuring complex workflows, issue types, fields, and screens. Gain expertise in setting up project roles and permissions to ensure efficient project management.Scalability and Performance: Equip yourself with strategies to optimize Jira for high performance, crucial for managing large-scale, enterprise-level projects.Troubleshooting and Best Practices: Learn how to troubleshoot common issues in Jira Data Center. Familiarize yourself with the best practices and real-world scenarios to adeptly handle various project management challenges.By engaging with our practice tests, you are not just preparing to pass the exam; you are setting yourself up for success in managing Jira Projects for Data Center effectively. Whether you're a project administrator or a Jira administrator, our practice tests are an indispensable resource to validate your skills and ensure you are fully prepared for the ACP-610 certification exam.



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