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Practical Data Science

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Practical Data Science: A Complete Guide to Data Analysis and Machine Learning Using Python
English | 2024 | ASIN : B0DG6WWM39 | 141 Pages | EPUB | 0.5 MB
"Practical Data Science: A Complete Guide to Data Analysis and Machine Learning Using Python," authored by Dr. Danish Ather, Dr. Rajneesh Kler, Prof. (Dr.) Ibrohimbek Yusupov, and Prof. (Dr.) Khakimjon Zaynidinov, is a detailed and practical guide designed for individuals looking to delve into the world of data science with a specific focus on Python programming. Dr. Danish Ather, Head of the Department of Research at Amity University in Tashkent and a member of the AI Council at the Ministry of Higher Education, Science, and Innovation of the Republic of Uzbekistan, co-authors this book alongside Dr. Rajneesh Kler, Ph.D., who also serves as Head of the Department of Research DMSS at Amity University in Tashkent.



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Practical Economic Analysis and Computation

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Practical Economic Analysis and Computation: A Festschrift in Honor of Professor Kirit Parikh
English | 2025 | ISBN: 9819767520 | 512 Pages | PDF EPUB (True) | 52 MB
This book pays tribute to Professor Kirit Parikh through contemporary essays from experts on energy, climate change including mitigation and adaptation, agriculture, food procurement, water resources, and public health. The chapters use statistical methods and mathematical models to analyse questions of policy formulation and effectiveness.



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Practical Lakehouse Architecture (5th Early Release)

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Practical Lakehouse Architecture (5th Early Release)
English | 2024 | ISBN: 9781098153007 | 238 pages | MOBI | 3.83 Mb
This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use cases to enabling more rigorous data governance and security measures.



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Practical Lakehouse Architecture Designing and Implementing Modern Data Platforms ...

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Practical Lakehouse Architecture: Designing and Implementing Modern Data Platforms at Scale by Gaurav Ashok Thalpati
English | August 27, 2024 | ISBN: 1098153014 | 283 pages | MOBI | 9.64 Mb
This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use cases to enabling more rigorous data governance and security measures.

Practical Lakehouse Architecture shows you how to:Understand key lakehouse concepts and features like transaction support, time travel, and schema evolutionUnderstand the differences between traditional and lakehouse data architecturesDifferentiate between various file formats and table formatsDesign lakehouse architecture layers for storage, compute, metadata management, and data consumptionImplement data governance and data security within the platformEvaluate technologies and decide on the best technology stack to implement the lakehouse for your use caseMake critical design decisions and address practical challenges to build a future-ready data platformStart your lakehouse implementation journey and migrate data from existing systems to the lakehouse


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Practical Machine Learning

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Practical Machine Learning: A Beginner's Guide with Ethical Insights
English | 2025 | ISBN: 1032770295 | 214 Pages | PDF EPUB (True) | 28 MB
It enables beginners to construct practical, real-world solutions powered by machine learning across diverse application domains. It demonstrates the fundamental techniques involved in data collection, integration, cleansing, transformation, development, and deployment of machine learning models. This book emphasizes the importance of integrating responsible and explainable AI into machine learning models, ensuring these principles are prioritized rather than treated as an afterthought. To support learning, this book also offers information on accessing additional machine learning resources such as datasets, libraries, pre-trained models, and tools for tracking machine learning models. This is a core resource for students and instructors of machine learning and data science looking for a beginner-friendly material which offers real-world applications and takes ethical discussions into account.



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Practical Post-Quantum Signatures

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Practical Post-Quantum Signatures: FALCON and SOLMAE with Python
English | 2025 | ISBN: 3031812492 | 96 Pages | PDF (True) | 5 MB
The current digital signature methods like RSA, DSA, and ECDSA are relatively simple to understand, and their signing and verification processes operate in comparable time frames. However, in the quantum computing era, cryptographic methods must be designed to withstand both classical and quantum attacks. This requires an in-depth understanding of advanced mathematical concepts like algebraic geometry, lattice theory, Gaussian sampling, and efficient polynomial computation techniques such as FFT and NTT, which are essential for lattice-based cryptosystems.



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Practical Ruby 3 Programming

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Practical Ruby 3 Programming:
Simpler than Python, offering concise syntax, reusable code, and maximum developer productivity

English | 2025 | ASIN : B0DT9PL5C3 | 309 Pages | PDF EPUB | 2 MB

This book gives Ruby fans the skills they need to become well-versed in Ruby and build solid applications. It starts with the basics and moves on to exploring the power of blocks, procs, and lambdas. You'll learn how these constructs make your code more flexible and reusable. As you go through it, you'll learn about enumerators, which help you streamline iteration and handle complex data transformations with ease.


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Practical Sustainability Strategies

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Practical Sustainability Strategies: How to Excel in ESG and Gain a Competitive Advantage
English | 2025 | ISBN: 1394263767 | 362 Pages | PDF, EPUB (True) | 29 MB
Practical Sustainability Strategies: How to Excel in ESG and Gain a Competitive Advantage provides the essential tools needed to implement ESG (Environmental, Social, and Governance) frameworks. With a strong focus on actionable strategies and practical applications, this real-world guide offers expert insights into how sustainability can drive corporate success while benefiting the environment and society.



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Practising Wood in Architecture

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Practising Wood in Architecture: Connecting Design, Construction and Sustainability
English | 2025 | ISBN: 1032550813 | 172 Pages | PDF, EPUB (True) | 244 MB
In the stark light of the climate emergency, using wood instead of concrete, steel, or masonry is increasingly seen as a way of reducing the environmental impact of architecture and construction. More and more new buildings are showcasing innovative ways to work with wood. Wood can help architects achieve ambitious sustainability targets, including the United Nations' Sustainable Development Goals.



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Praxishandbuch Klimaschutzmanagement in Unternehmen

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Praxishandbuch Klimaschutzmanagement in Unternehmen:
Klimarisiken verstehen, CO2-Fußabdruck berechnen, Klimaziele erreichen

Deutsch | 2025 | ISBN: 3662702800 | 199 Pages | PDF (True) | 8 MB

Dieses Buch richtet sich an Entscheidungsträger und -trägerinnen in Unternehmen, die mit Klimarisiken, Klimazielen und Berichtspflichten umgehen müssen. Es beschreibt anschaulich und praxisnah, wie betriebliches Klimaschutzmanagement umgesetzt wird.


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Praxiswissen Docker Grundlagen und Best Practices für das Deployen von Software mi...

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Praxiswissen Docker: Grundlagen und Best Practices für das Deployen von Software mit Containern (German Edition) by Sean Kane, Karl Matthias, Thomas Demmig
German | January 30, 2024 | ISBN: 3960092350 | 394 pages | MOBI | 3.80 Mb
Wissen aus der Praxis für die PraxisVom ersten Docker-Image bis hin zu fortgeschrittenen Themen wie Networking, Orchestrierung, Sicherheit und KonfigurationDocker-Veteranen Sean Kane und Karl Matthias teilen Erfahrungen und Best Practices aus neun Jahren ConsultingÜbersetzung des beliebten US-Grundlagenbands zum aktuellen Stand von DockerDocker und Linux-Container haben die Art und Weise, wie Unternehmen Software entwickeln, bereitstellen und ausführen, grundlegend verändert. Daher ist es wichtig zu verstehen, was diese Tools genau leisten und wie Sie sie erfolgreich in das Ökosystem Ihres Unternehmens integrieren.

Sean Kane und Karl Matthias haben dieses Handbuch vollständig überarbeitet und erweitert. Sie vermitteln Entwicklern, Ops, Architektinnen und IT-Managern ein umfassendes Verständnis von Docker und beschreiben, wie Container nahezu jeden Aspekt der modernen Softwarebereitstellung und -verwaltung verbessern können.
Die Übersetzung der 3. US-Auflage dokumentiert die vielfältigen Möglichkeiten, die Docker ein Jahrzehnt nach der ersten Veröffentlichung bietet. Kane und Matthias beschreiben aktuelle Best Practices und neue Funktionen wie BuildKit, die Unterstützung von Multi-Architektur-Images, Rootless Container u.v.a.m.
Behandelte Themen sind:Wie Docker und Linux-Container mit Cloud-Diensten und Kubernetes integriert werdenDas Erstellen von OCI-Images sowie die Bereitstellung und Verwaltung von Linux-Containern über leistungsstarke Befehlszeilen-ToolsWie OCI-Images das Dependency Management und den Deployment-Workflow für Anwendungen vereinfachenPraktische Techniken für das Deployment und Testen von Linux-Containern in der ProduktionContainer in der Produktion dort bereitstellen, wo sie benötigt werdenFortgeschrittene Themen einschließlich Deployment-Tools, Networking, Orchestrierung, Sicherheit und Konfiguration.


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Pre-Examination Procedures in Laboratory Diagnostics Preanalytical Aspects and the...

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Walter G. Guder, "Pre-Examination Procedures in Laboratory Diagnostics: Preanalytical Aspects and their Impact on the Quality of Medical L"
English | ISBN: 3110331659 | 2015 | 424 pages | EPUB | 11 MB
The preanalytical phase is an important component of Laboratory medicine and errors arising in this phase affect the validity of laboratory results. In this book physicians and clinical staff have access to valuable information about the current preanalytical variables and factors (patient preparation, sample collection, handling and processing before analysis).



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Preaching from the Cross Paul's Theology of Proclamation

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Frank J. Matera, "Preaching from the Cross: Paul's Theology of Proclamation"
English | ISBN: 1540968197 | 2025 | 144 pages | EPUB | 3 MB
Much has been written about the life, ministry, and theology of the apostle Paul. But what about Paul specifically as a preacher? How did he understand his commission from the risen Lord Jesus to preach the gospel, and how did he put it into practice? Further, what lessons can contemporary preachers learn from Paul about the theology and practice of preaching to help them be more faithful messengers of God's Word?

As a leading Pauline scholar and practicing pastor, Frank Matera has considered these questions, and he offers this short, accessible book to pastors and students as wise and helpful guidance. Matera explores a Pauline theology of preaching, focusing on three main questions: Why did Paul preach? What did he preach? And how did he preach? He also explores Paul's preaching as the ministry of the new covenant. He identifies and explores seven themes of Paul's preaching, which in turn offer key practical insights for preaching in a Pauline way. Readers are encouraged to "preach from the cross," making the crucified Christ their focus and their model, demonstrating what they preach by their own cruciform lives.
Read more


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Predictive Analytics Forecasting one data point at a time with python 2025 A Compr...

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Predictive Analytics Forecasting one data point at a time with python 2025: A Comprehensive Analytics Guide by Hayden Van Der Post, Reactive Publishing, Alice Schwartz
English | January 13, 2025 | ISBN: N/A | ASIN: B0DSYZ337M | 464 pages | EPUB | 1.56 Mb
Reactive Publishing

Discover the power of data like never before in **Predictive Analytics: Forecasting Futures One Data Point at a Time with Python**. Designed for the analytical enthusiast eager to elevate their data skills, this book builds on foundational concepts to take you deeper into the world of predictive modeling and advanced analytics.
Dive into a treasure trove of practical insights and comprehensive coding examples that demystify complex algorithms and statistical techniques. With each chapter, you'll journey through real-world applications, learning to harness the full potential of Python to forecast future trends and make informed decisions.
From time series forecasting to machine learning models, and from regression analysis to neural networks, this guide provides step-by-step tutorials that will empower you to tackle the most pressing challenges in data analysis. Explore sophisticated methodologies augmented with engaging exercises that ensure you not only learn but also apply your skills effectively.
Whether you're looking to enhance your capabilities after reading a popular introductory book or seeking to deepen your analytical proficiency, this resource will ignite your passion for data analytics.
Join the ranks of those who predict the future, one data point at a time. Your journey towards becoming a predictive analytics expert starts here!


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Predictive Analytics im Controlling

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Predictive Analytics im Controlling: Eine Untersuchung zur Anwendung in der Unternehmenspraxis
Deutsch | 2025 | ISBN: 365847145X | 130 Pages | PDF (True) | 3 MB
Das vorliegende Buch zeigt, inwieweit Predictive Analytics (PA) im Controlling zur Forecast-Erstellung genutzt wird. Außerdem wird eine Handlungsempfehlung für die Implementierung eines PA Forecasts abgeleitet. Die Ergebnisse einer empirischen Untersuchung deuten darauf hin, dass PA bisher bei eher wenigen Unternehmen eingesetzt wird. Als Gründe hierfür werden insbesondere ein hoher Aufwand für den Aufbau von Know-how in Bezug auf PA und für die Implementierung in Bezug auf Zeit und Kosten von den Unternehmen angegeben. Die Ergebnisse zeigen, dass bei der Einführung eines PA Forecasts ein individuelles Vorgehen je Unternehmen erforderlich ist. Es können zwar die erforderlichen Prozessschritte und Best-Practice als Handlungsempfehlung definiert werden, allerdings ist bspw. die Auswahl der Position, für die der PA Forecast erstellt werden soll, von verschiedenen Faktoren abhängig, die von Unternehmen zu Unternehmen individuell geprüft werden müssen. Insgesamt hat sich gezeigt, dass durch den Einsatz von PA der Vorhersageprozess beschleunigt sowie die Vorhersagegenauigkeit erhöht werden kann. Die dadurch generierten Wettbewerbsvorteile für das jeweilige Unternehmen überwiegen in der Regel den erforderlichen Aufwand.



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Predictive Analytics with SAS and R

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Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation
English | 2025 | ASIN : B0DDGHC9JJ | 179 Pages | PDF EPUB (True) | 12.5 MB
The book starts with an introduction to analytics in decision making, protective analytics basics, and implementation in various industries. The book then takes you through types of regression, and simple linear regression in detail, followed by a demonstration of R Studio and SAS. Multiple Linear Regression is discussed next along with MLR model diagnostics. The book covers Multivariate Analysis and teaches you how to work with Principal Components Analysis, Factor Analysis, and much more. You also learn Time series Analysis with an understanding of Autoregressive Moving Average (ARMA) Models.



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Predictive HR Analytics Mastering the HR Metric

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Predictive HR Analytics: Mastering the HR Metric by Dr Martin Edwards, Kirsten Edwards, Daisung Jang
English | June 25, 2024 | ISBN: 1398615900 | 528 pages | MOBI | 40 Mb
This is the essential guide for HR practitioners who want to gain the statistical and analytical knowledge to fully harness the potential of HR metrics and organizational people-related data.

The ability to use and analyse data has become an invaluable skill for HR professionals to not only identify trends and patterns, but also make well-informed business decisions. The third edition ofPredictive HR Analytics provides a clear, accessible framework for understanding people data, working with people analytics and advanced statistical techniques.
Readers will be taken step-by-step through worked examples, showing them how to carry out analyses and interpret HR data in areas such as employee engagement, performance and turnover. Learn how to make effective business decision with this updated edition that includes the latest materials on biased algorithms and data protection, supported by online resources consisting of R and Excel data sets.


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Prep Essentials CUET (UG) Political ScienceFully solved 2023 paper

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Prep Essentials CUET (UG) Political Science|Fully solved 2023 paper | Chapterwise summed pointers for revision | Digital Question Bank & Mock Tests by Vijay Kalyan Jha
English | April 17, 2024 | ISBN: N/A | ASIN: B0D1Y2XKLH | 518 pages | EPUB | 2.35 Mb
Political Science is one of the most popular subjects to opt for in the stream of arts/humanities. Pearson's Prep Essentials CUET (UG) Political Science is a comprehensive question bank updated with the latest syllabus. The book acts as a supplementary reading to NCERT books and provides a diverse range of questions encompassing the entire syllabus. Equipped with concise theory and vast repository of questions, this book is an indispensable resource for CUET (UG) aspirants.

The book has been designed with a special feature 'at a Glance' which is a ready reckoner for the aspirants to provide a point-wise synopsis of the entire chapter. This book also serves as valuable resource for all Class XII students who have Political Science as one of their subjects. Along with it, this book can be treated as a foundation for polity for different competitive examinations, thereby, offering dual benefits to the students.
Features -
Includes 10 previous years' papers with answer keys [2022- 2023]Chapters laden with ample questions for practice along with hints and explanations for a select few.Important topics based on the latest examination question are highlighted within 'Did you know' boxes.eLibrary- Pearson's digital platform is laden with online assessments and content with latest updates.


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Preparing Him for the Other Woman A Mother's Guide to Raising Her Son to Love a Wi...

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Sheri Rose Shepherd, "Preparing Him for the Other Woman: A Mother's Guide to Raising Her Son to Love a Wife and Lead a Family"
English | 2006 | ISBN: 1590526570 | PDF | pages: 193 | 19.1 mb
What Kind of Husband Will Your Son Grow Up to Be?

His is a generation of boys who have better relationships with their Game Boxes, i-Pods, televisions, and computers than they do with their families. His understanding of marriage is that it has little hope for success, witnessing a fifty percent divorce rate both inside and outside of the church. His world is one where pornography is no longer a hidden shame, but encouraged as entertainment.
Can you raise your son to one day love, lead, and protect
a wife and family in a world like this?
The answer is yes. The heartbeat of this book is to give you the tools to help your son become a tender warrior who will one day fight for his family, a godly husband who will faithfully love his wife, and a leader who will be a man of his word.
The time is now to take your love, tears, prayers, and influence and pour them into his future. Even if our world does not change its moral fiber, you can influence your son and bring hope to the next generation. It's an opportunity of a lifetime-yours.
Reviews
"Not only is this an amazing concept, but it meets an urgent need for every mother of boys."
Lisa Bevere, speaker and author of Fight Like a Girl and Kissed the Girls and Made Them Cry
"I have three sons, two stepsons, two son-in-laws, and nine grandsons! Any help I can glean to give me more wisdom is welcome. I would have welcomed more help like this when I was a young mother raising my young men for 'the other woman.'"
LeeAnn Rawlins, Coauthor, To Love Again
Story Behind the Book
When the manager of a large Christian bookstore told Sheri Rose Shepherd that readers of the popular His Princess TM series were futilely looking for material about raising their sons to be godly future husbands, she knew she could help. "Think about how much farther all men would be in their marriages if their moms had trained them how to one day love and understand their wives," says Sheri Rose . "We can take all the mistakes we've made in our lives and use them to teach our sons the right way to live. And we can use our most powerful weapon of all-our prayers-to fight for them."


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Prescription for Life Three Simple Strategies to Live Younger Longer

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David Jeremiah, "Prescription for Life: Three Simple Strategies to Live Younger Longer"
English | ISBN: 0800723716 | 2014 | 352 pages | PDF | 4 MB
During his more than thirty years as a vascular surgeon, Richard Furman literally held clogged arteries and diseased hearts in his hands and wondered why the person lying on the table hadn't been more careful. Heart disease is the number one killer of men and women in America, and in most cases it is completely preventable. So why are we slowly destroying our bodies and killing ourselves? And what can we do to turn it around?

The good news is, simple, sustainable lifestyle changes can mean the difference between health and infirmity, between life and death. Putting his three decades of experience and education to work, Dr. Furman gives readers the strategies they need to live not just longer, but younger. This essential resource to health helps readers
-achieve and maintain their ideal weight
-reduce their risk for life-threatening diseases
-make exercise a natural part of their lives
-learn what foods to eat and what foods to avoid
It even shows how following the plan can not only eliminate heart disease, but also keep people safe from various cancers, dementia, diabetes, stroke, erectile dysfunction, and other age- and obesity-related problems.
Dr. Furman wants readers to realize that poor health during one's "golden years" is not inevitable. It can and should be avoided at all cost. And with his expert advice, readers can live long, healthy, vibrant lives, enjoying time with friends and family instead of wasting it in doctors' offices and hospitals.
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