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Unlock the Power of Data: Transform Your Marketing Strategies with Data Science In the digital age, understanding the symbiosis between…
marketing and data science is not just an advantage; it's a necessity. In Mastering Marketing Data Science: A Comprehensive Guide for Today's Marketers, Dr. Iain Brown, a leading expert in data science and marketing analytics, offers a comprehensive journey through the cutting-edge methodologies and applications that are defining the future of marketing. This book bridges the gap between theoretical data science concepts and their practical applications in marketing, providing readers with the tools and insights needed to elevate their strategies in a data-driven world. Whether you're a master's student, a marketing professional, or a data scientist keen on applying your skills in a marketing context, this guide will empower you with a deep understanding of marketing data science principles and the competence to apply these principles effectively. Comprehensive Coverage: From data collection to predictive analytics, NLP, and beyond, explore every facet of marketing data science. Practical Applications: Engage with real-world examples, hands-on exercises in both Python & SAS, and actionable insights to apply in your marketing campaigns. Expert Guidance: Benefit from Dr. Iain Brown's decade of experience as he shares cutting-edge techniques and ethical considerations in marketing data science. Future-Ready Skills: Learn about the latest advancements, including generative AI, to stay ahead in the rapidly evolving marketing landscape. Accessible Learning: Tailored for both beginners and seasoned professionals, this book ensures a smooth learning curve with a clear, engaging narrative. Mastering Marketing Data Science is designed as a comprehensive how-to guide, weaving together theory and practice to offer a dynamic, workbook-style learning experience. Dr. Brown's voice and expertise guide you through the complexities of marketing data science, making sophisticated concepts accessible and actionable.Design, build, and secure scalable machine learning (ML) systems to solve real-world business problems with Python and AWS Purchase of…
the print or Kindle book includes a free PDF eBookKey FeaturesGo in-depth into the ML lifecycle, from ideation and data management to deployment and scalingApply risk management techniques in the ML lifecycle and design architectural patterns for various ML platforms and solutionsUnderstand the generative AI lifecycle, its core technologies, and implementation risksBook DescriptionDavid Ping, Head of GenAI and ML Solution Architecture for global industries at AWS, provides expert insights and practical examples to help you become a proficient ML solutions architect, linking technical architecture to business-related skills. You'll learn about ML algorithms, cloud infrastructure, system design, MLOps , and how to apply ML to solve real-world business problems. David explains the generative AI project lifecycle and examines Retrieval Augmented Generation (RAG), an effective architecture pattern for generative AI applications. You’ll also learn about open-source technologies, such as Kubernetes/Kubeflow, for building a data science environment and ML pipelines before building an enterprise ML architecture using AWS. As well as ML risk management and the different stages of AI/ML adoption, the biggest new addition to the handbook is the deep exploration of generative AI. By the end of this book , you’ll have gained a comprehensive understanding of AI/ML across all key aspects, including business use cases, data science, real-world solution architecture, risk management, and governance. You’ll possess the skills to design and construct ML solutions that effectively cater to common use cases and follow established ML architecture patterns, enabling you to excel as a true professional in the field.What you will learnApply ML methodologies to solve business problems across industriesDesign a practical enterprise ML platform architectureGain an understanding of AI risk management frameworks and techniquesBuild an end-to-end data management architecture using AWSTrain large-scale ML models and optimize model inference latencyCreate a business application using artificial intelligence services and custom modelsDive into generative AI with use cases, architecture patterns, and RAGWho this book is forThis book is for solutions architects working on ML projects, ML engineers transitioning to ML solution architect roles, and MLOps engineers. Additionally, data scientists and analysts who want to enhance their practical knowledge of ML systems engineering, as well as AI/ML product managers and risk officers who want to gain an understanding of ML solutions and AI risk management, will also find this book useful. A basic knowledge of Python, AWS, linear algebra, probability, and cloud infrastructure is required before you get started with this handbook.Artificial Intelligence for Robotics: Build intelligent robots that perform human tasks using AI techniques
Par Francis X. Govers. 2018
Bring a new degree of interconnectivity to your world by building your own intelligent robots Key Features Leverage fundamentals of…
AI and robotics Work through use cases to implement various machine learning algorithms Explore Natural Language Processing (NLP) concepts for efficient decision making in robots Book Description Artificial Intelligence for Robotics starts with an introduction to Robot Operating Systems (ROS), Python, robotic fundamentals, and the software and tools that are required to start out with robotics. You will learn robotics concepts that will be useful for making decisions, along with basic navigation skills. As you make your way through the chapters, you will learn about object recognition and genetic algorithms, which will teach your robot to identify and pick up an irregular object. With plenty of use cases throughout, you will explore natural language processing (NLP) and machine learning techniques to further enhance your robot. In the concluding chapters, you will learn about path planning and goal-oriented programming, which will help your robot prioritize tasks. By the end of this book, you will have learned to give your robot an artificial personality using simulated intelligence. What you will learn Get started with robotics and artificial intelligence Apply simulation techniques to give your robot an artificial personality Understand object recognition using neural networks and supervised learning techniques Pick up objects using genetic algorithms for manipulation Teach your robot to listen using NLP via an expert system Use machine learning and computer vision to teach your robot how to avoid obstacles Understand path planning, decision trees, and search algorithms in order to enhance your robot Who this book is for If you have basic knowledge about robotics and want to build or enhance your existing robot's intelligence, then Artificial Intelligence for Robotics is for you. This book is also for enthusiasts who want to gain knowledge of AI and robotics.Go from absolute beginner to passing your PSM I exam first time with this comprehensive guide. Packed with practical examples,…
this book is updated for the latest Scrum guidelines to turn you into a Scrum Master!Key FeaturesGo from absolute beginner to exam-ready with detailed explorations of Scrum use-casesUnderstand the different applications of agile concepts, and how to best apply them to your businessDiscover expert tips and work with real-world examples to pass the PSM I certification exam first timeBook DescriptionEver wondered why you'd use Scrum over other process frameworks? Or what makes Agile just so agile? Or why you should bother with the PSM certification? This book has you covered.The Professional Scrum Master (PSM I) Guide is a comprehensive tutorial that will not only introduce you to the basics of Scrum, but build you up to be ready to pass your PSM I exam first time round. Where other books avoid detail, this guide provides you with detailed practical examples to take you from being an apprentice to becoming a master.Assuming you're a total beginner, this book will introduce you to Scrum methodologies with detailed use cases, teaching you the secrets of Scrum in such a way that you'll be well-equipped for the PSM I exam.This book demonstrates the real-world applications of Scrum in a variety of scenarios, all with practical examples.You'll understand why the structure of your Scrum team matters, what you can achieve with properly planned sprints, and how to create and manage sprint and product backlogs. The chapters are regularly concluded with quizzes relevant to the exam, reinforcing the values you learn on your journey. Finally, it concludes with some exam preparation and myth-dispelling to make sure you have an edge when it comes to earning your certificate. This is a guide that'll ensure you won't fall behind in an ever increasingly agile world.What you will learnGet to grips with Agile development and Scrum from the ground upUnderstand the roles and responsibilities within the Scrum teamDiscover how to conduct Scrum events and create Scrum artifactsExplore real-world scenarios and use cases for Scrum in actionDevelop an in-depth understanding of how to run a successful sprint to deliver results quicklyBe fully prepared and able to pass your PSM I exam first timeWho this book is forAssuming no prior knowledge of Scrum, this book is for professionals who want to build a strong foundation in Scrum practices with the intention of passing the PSM I exam. If you're a product owner or project manager looking to stay relevant in an agile world, this book is essential to helping you become a Scrum Master.Serverless ETL and Analytics with AWS Glue: Your comprehensive reference guide to learning about AWS Glue and its features
Par Vishal Pathak, Subramanya Vajiraya, Noritaka Sekiyama, Tomohiro Tanaka, Albert Quiroga. 2022
Build efficient data lakes that can scale to virtually unlimited size using AWS GlueKey FeaturesLearn to work with AWS Glue…
to overcome typical implementation challenges in data lakesCreate and manage serverless ETL pipelines that can scale to manage big dataWritten by AWS Glue community members, this practical guide shows you how to implement AWS Glue in no timeBook DescriptionOrganizations these days have gravitated toward services such as AWS Glue that undertake undifferentiated heavy lifting and provide serverless Spark, enabling you to create and manage data lakes in a serverless fashion. This guide shows you how AWS Glue can be used to solve real-world problems along with helping you learn about data processing, data integration, and building data lakes.Beginning with AWS Glue basics, this book teaches you how to perform various aspects of data analysis such as ad hoc queries, data visualization, and real-time analysis using this service. It also provides a walk-through of CI/CD for AWS Glue and how to shift left on quality using automated regression tests. You'll find out how data security aspects such as access control, encryption, auditing, and networking are implemented, as well as getting to grips with useful techniques such as picking the right file format, compression, partitioning, and bucketing. As you advance, you'll discover AWS Glue features such as crawlers, Lake Formation, governed tables, lineage, DataBrew, Glue Studio, and custom connectors. The concluding chapters help you to understand various performance tuning, troubleshooting, and monitoring options.By the end of this AWS book, you'll be able to create, manage, troubleshoot, and deploy ETL pipelines using AWS Glue.What you will learnApply various AWS Glue features to manage and create data lakesUse Glue DataBrew and Glue Studio for data preparationOptimize data layout in cloud storage to accelerate analytics workloadsManage metadata including database, table, and schema definitionsSecure your data during access control, encryption, auditing, and networkingMonitor AWS Glue jobs to detect delays and loss of dataIntegrate Spark ML and SageMaker with AWS Glue to create machine learning modelsWho this book is forThis book is for ETL developers, data engineers, and data analysts who want to understand how AWS Glue can help you solve your business problems. Basic knowledge of AWS data services is assumed.Digital Transformation: Technology, Tools, and Studies (Intelligent Systems Reference Library #253)
Par Lucian-Ionel Cioca, Larisa Ivascu, Florin Gheorghe Filip, Banciu Doina. 2024
This book presents a multidisciplinary approach to digital transformation process of organizational transformation, offering support throughout the implementation process to…
all those interested. The digital transformation (DT) is a priority for many companies in the context of technological evolution. The use of appropriate tools, methodologies, methods, approaches, and techniques for DT, depending on the organizational characteristics, can contribute to a complete approach to organizational processes and to their efficiency. Digital transformation involves the adoption and use of new digital technologies to develop new products and services, modify existing ones and develop new business models to increase efficiency, productivity, and competitiveness. Starting from marketing to culture and education to health, automotive, engineering, mobility and human resources and others, it is addressed to professionals, practitioners, researchers, students, and other interested parties.Digital Transformation in Higher Education Institutions (EAI/Springer Innovations in Communication and Computing)
Par Andreia de Bem Machado, Maria José Sousa, Francesca Dal Mas, Silvana Secinaro, Davide Calandra. 2024
This book analyzes digital technologies being used in the teaching-learning process. The authors show how the use of AI in…
higher education can provide personalized education through the automation of administrative teaching tasks, software programs that favor the detection of topics that need reinforcement in the classroom, the guidance and support of students outside the classroom, and the use of data intelligently to teach and support students. In addition, the authors show how to further personalize education with the use of augmented reality, adaptive platforms, intelligent tutor systems, Chatbots, adaptive learning, computer aided instruction, MOOCs, and robotics. The authors answer questions such as: What sustainable educational technologies can be used in the teaching-learning process; How can Blockchain technology and AI be applied in higher education; How can the metaverse be applied in virtual learning environments? The book is relevant to researchers, professionals, andstudents interested in technology and education.Oracle Cloud Infrastructure (OCI) GoldenGate: Real-world Examples
Par Y V Ravi Kumar, Raghavendra S, Ankur Goel. 2024
This book focuses on the utilization of GoldenGate Services (GGS) in conjunction with a microservices architecture on the Oracle cloud…
(OCI), primarily for data migration and integration across various data sources and targets.The book begins with a practical example of utilizing GGS on a Marketplace VM, progressively advancing to in-depth discussions on implementing GoldenGate as a Service on OCI. The book offers illustrative guides for data replication between RDBMSs (such as Oracle, Postgres, and big data targets such as Kafka). Additionally, it explores monitoring techniques using Enterprise Manager and Grafana dashboards. A comparative analysis is presented between traditional VM-based GoldenGate installations and the OCI service model. Special attention is given to Zero Downtime Migration (ZDM) and leveraging GGS for database migration from on-premises to OCI. Some chapters address multi-cloud replication using OCI GGS and include real-life case studies.By the end of this book you will have gained comprehensive insights into the architectural design of GoldenGate Services and will be adept at replicating data using GGS, enabling you to replicate setups in your own environments.What You Will LearnSet up GoldenGate Services for high availability (HA), disaster recovery (DR), migration of data to cloud, and moving data into the data lake or lakehousePerform logical migration of data to the cloud using the ZDM tool (ZDM uses GoldenGate internally).Replicate data to big data targetsMonitor GGS using Enterprise Manager and GrafanaReplicate data in a multi-cloud environment Who This Book Is ForOracle database administrators who want to replicate data or use Oracle GoldenGate Services for migration and setup of high availability (HA) and disaster recovery (DR); and data engineers who want tobuild the data warehouse, data lake, data lakehouse to push data in near real-timeRobot 2023: Advances in Robotics, Volume 2 (Lecture Notes in Networks and Systems #978)
Par Lino Marques, Cristina Santos, José Luís Lima, Danilo Tardioli, Manuel Ferre. 2024
This book contains a selection of papers accepted for presentation and discussion at ROBOT2023, the Sixth Iberian Robotics Conference, held…
in the University of Coimbra, Coimbra, Portugal, during November 22nd-24th, 2023. ROBOT2023 is part of a series of conferences that are jointly organized by Sociedade Portuguesa de Robótica (SPR) / Portuguese Society for Robotics and by Sociedad Española para la Investigación y Desarrollo en Robótica (SEIDROB) / Spanish Society for Research and Development in Robotics. These conferences, now occurring with a yearly periodicity, provide a forum to roboticists mostly from Iberia, but also from other parts of the world, to present and discuss their research results, new developments, and applications in the field of Robotics. The volume 1 of this book contains 45 papers addressing fundamental aspects of mobile robotics and robot manipulation while volume 2 contains 45 papers covering the application of robotics in different domains and environments.This book provides an account of the transformation of Chinese stakeholders' engagement in Internet governance, from normative contestation to integration,…
and from isolation to an industrial leadership role. The book concludes that Chinese stakeholders are not seeking to fragment the Internet but are rather integrating in the existing global Internet governance mechanisms while adopting strong regulation domestically. This counters a widespread media (and academic) narrative on China as the promoter of an alternative Internet and/or an alternative model of Internet governance. These conclusions are reached through a mix of qualitative methods, including interviews with people involved first-hand in Internet governance, such as technologists engaged in the making of Internet and mobile connectivity standards.This book examines the efforts of the government in Scotland to manage the increase of migrants travelling to Britain at…
the end of the nineteenth century. Focussing on the period between 1885 and 1939, the book explores how the Scottish machinery of government handled the administration of ‘foreigners.’ The author uses a comparative, thematic approach to analyse migrant experiences, identities, and relationships with state institutions. Drawing from state records held by the National Records of Scotland in Edinburgh, the book argues that Scottish officials in semi-autonomous boards began to recognise, describe and enumerate the presence of the ‘foreigner’ in the early twentieth century, framing their handling of foreignness in accordance with the Aliens Act of 1905. The author goes on to explain that institutions operating in Scotland developed a distinctly Scottish approach to alien matters, which continued up until the Second Word War. Therefore, an increasing number of importantdecisions affecting migrants were taken by a distinctly Scottish machinery of government, impacting on how Scottish officials understood foreignness, and how those identified as foreigners understood their identity in relation to Scottishness. Contributing significantly to current heated debates on migration and identity amongst researchers and the general public in Europe and beyond, this book provides essential insights into the ways in which a ‘sub-state’ began to develop practices, processes and attitudes towards migration which were not always in line with that of the central government.The Supermajority: How the Supreme Court Divided America
Par Michael Waldman. 2023
A &“terrific, if chilling, account&” (The Guardian) of how the Supreme Court&’s new conservative supermajority is overturning decades of law…
and leading the country in a dangerous political direction.In The Supermajority, Michael Waldman explores the tumultuous 2021–2022 Supreme Court term. He draws deeply on history to examine other times the Court veered from the popular will, provoking controversy, and backlash. And he analyzes the most important new rulings and their implications for the law and for American society. Waldman asks: What can we do when the Supreme Court challenges the country? Over three days in June 2022, the conservative supermajority overturned the constitutional right to abortion, possibly opening the door to reconsider other major privacy rights, as Justice Clarence Thomas urged. The Court sharply limited the authority of the EPA, reducing the prospects for combatting climate change. It radically loosened curbs on guns amid an epidemic of mass shootings. It fully embraced legal theories such as &“originalism&” that will affect thousands of cases throughout the country. These major decisions—and the next wave to come—will have enormous ramifications for every American. It was the most turbulent term in memory—with the leak of the opinion overturning Roe v. Wade, the first Black woman justice sworn in, and the justices turning on each other in public, Waldman previews the 2022–2023 term and how the brewing fights over the Supreme Court and its role that already have begun to reshape politics. The Supermajority is &“a call to action as much as it is a history of the Supreme Court &“ (Financial Times) at a time when the Court&’s dysfunction—and the demand for reform—are at the center of public debate.Learning SAS by Example: A Programmer's Guide
Par Ron Cody. 2018
Learn to program SAS by example! Learning SAS by Example: A Programmer’s Guide, Second Edition, teaches SAS programming from very…
basic concepts to more advanced topics. Because most programmers prefer examples rather than reference-type syntax, this book uses short examples to explain each topic. The second edition has brought this classic book on SAS programming up to the latest SAS version, with new chapters that cover topics such as PROC SGPLOT and Perl regular expressions. This book belongs on the shelf (or e-book reader) of anyone who programs in SAS, from those with little programming experience who want to learn SAS to intermediate and even advanced SAS programmers who want to learn new techniques or identify new ways to accomplish existing tasks. In an instructive and conversational tone, author Ron Cody clearly explains each programming technique and then illustrates it with one or more real-life examples, followed by a detailed description of how the program works. The text is divided into four major sections: Getting Started, DATA Step Processing, Presenting and Summarizing Your Data, and Advanced Topics. Subjects addressed includeIf you haven't modernized your data cleaning and reporting processes in Microsoft Excel, you're missing out on big productivity gains.…
And if you're looking to conduct rigorous data analysis, more can be done in Excel than you think. This practical book serves as an introduction to the modern Excel suite of features along with other powerful tools for analytics.George Mount of Stringfest Analytics shows business analysts, data analysts, and business intelligence specialists how to make bigger gains right from your spreadsheets by using Excel's latest features. You'll learn how to build repeatable data cleaning workflows with Power Query, and design relational data models straight from your workbook with Power Pivot. You'll also explore other exciting new features for analytics, such as dynamic array functions, AI-powered insights, and Python integration.Learn how to build reports and analyses that were previously difficult or impossible to do in Excel. This book shows you how to:Build repeatable data cleaning processes for Excel with Power QueryCreate relational data models and analysis measures with Power PivotPull data quickly with dynamic arraysUse AI to uncover patterns and trends from inside ExcelIntegrate Python functionality with Excel for automated analysis and reportingEffective TypeScript
Par Dan Vanderkam. 2024
TypeScript is a typed superset of JavaScript with the potential to solve many of the headaches for which JavaScript is…
famous. But TypeScript has a learning curve of its own, and understanding how to use it effectively takes time and practice. Using the format popularized by Effective C++ and Effective Java (both Addison-Wesley), this practical book features 83 items that give specific advice on what to do and what not to do, and how to think about the language. Author Dan Vanderkam shows you how to apply each item's advice through concrete examples. This book will help you advance from a beginning or intermediate user familiar with TypeScript basics to an expert who knows how to use the language well. Updated for TypeScript 5, this second edition includes two new chapters on type-level programming and TypeScript recipes.Learn the nuts and bolts of TypeScript's type systemUse type inference to get full safety with a minimum of type annotationsDesign types to make your code safer and more understandableModel complex APIs using generic types and type-level programmingUnderstand how dependencies and type declaration files work in TypeScriptSuccessfully migrate your JavaScript code base to TypeScriptMilitary, Inc.: Inside Pakistan's Military Economy
Par Ayesha Siddiqa. 2017
Pakistan occupies a paradoxical, even contradictory place in American foreign policy. Nominally a strategic ally in the war on terror,…
it is the third-largest recipient of US aid in the world. At the same time, it is run by its military and intelligence service—whose goals certainly do not always overlap with US priorities. This book offers a close look at what the rise of the military has meant for Pakistani society. Ayesha Siddiqa shows how entrenched the military has become, not just in day-to-day governance, but in the Pakistani corporate sector as well. What are the consequences of this unprecedented merging of the military and corporate sectors? What does it mean for Pakistan’s economic development—let alone for hopes of an eventual return to democracy and de-militarization? This new edition brings Siddiqa’s account fully up to date with a new preface and conclusion that emphasize the changing role of the media.Socialism on Trial: Testimony In Minneapolis Sedition Trial
Par James P. Cannon. 2014
It is absolutely true that Hitler wants to dominate the world, but it is equally true that the ruling group…
of American capitalists has the same idea. We’re not in favor of either of them. Quote by James P. Cannon from the witness stand, in federal court, 1941 James P. Cannon was the central defendant among the eighteen leaders of the Socialist Workers Party and Upper Midwest labor movement framed up in 1941 and imprisoned two years later on charges of conspiring to advocate the overthrow of the US government. Their “crime”? Organizing opposition within the broad labor movement to Washington’s drive to enter World War II. The US rulers tried to convince workers and farmers they would be fighting and dying “to defeat fascism.” Leaders of the SWP and of the massive Teamsters Central States over-the-road organizing campaign told them the truth. Cannon’s testimony clearly and forcefully presents the communist program of the fighting vanguard of the working class. Also available here is “Communist Policy in the Minneapolis Trial: James P. Cannon Answers His Ultraleft Critics,” drawing lessons from a century of struggles by the working class to wrest state power from the capitalists.The Revolution Betrayed: De Las Páginas Del Militant
Par Leon Trotsky. 1972
In 1917 the working class and peasantry of Russia carried out one of the most deep-going revolutions in history. In…
a matter of months the country underwent an unprecedented leap from a semifeudal monarchy to a republic of the toilers, opening the world socialist revolution. Yet within ten years reaction set in. Workers and peasants were driven from power by a privileged bureaucratic social layer led by Joseph Stalin. The Revolution Betrayed explains how and why this bureaucratic caste was able to take and hold political power in the Soviet Union. The classic study of the Soviet workers state and its degeneration, this work shows the roots of the social and political crisis shaking the countries of the former Soviet Union today.Environmental Politics and Policy
Par Walter A. Rosenbaum. 2023
Walter A. Rosenbaum′s classic Environmental Politics and Policy, Twelfth Edition, provides definitive coverage of environmental politics and policy, lively case…
material, and a balanced assessment of current environmental issues. The newly streamlined first half of the book sets needed context and describes the policy process, while the second half covers specific environmental issues such as air and water, toxic and hazardous substances, energy, and global policymaking on issues like climate change and trans-boundary politics. The Twelfth Edition includes updated case studies and a look at the transition in environmental policies between the Trump and Biden administrations, offering students a current and relevant look at the continuing challenge of reconciling sound science with practical politics.Environmental Politics and Policy
Par Walter A. Rosenbaum. 2023
Walter A. Rosenbaum′s classic Environmental Politics and Policy, Twelfth Edition, provides definitive coverage of environmental politics and policy, lively case…
material, and a balanced assessment of current environmental issues. The newly streamlined first half of the book sets needed context and describes the policy process, while the second half covers specific environmental issues such as air and water, toxic and hazardous substances, energy, and global policymaking on issues like climate change and trans-boundary politics. The Twelfth Edition includes updated case studies and a look at the transition in environmental policies between the Trump and Biden administrations, offering students a current and relevant look at the continuing challenge of reconciling sound science with practical politics.