Tabla de Contenidos: “…Common table expressions -- Pivot tables -- Joining data from multiple tables -- New York taxi data -- Reading remote files with the HTTPFS extension -- Location lookup -- Taxi trip cost and tipping -- Finding the most expensive trip with window functions -- Summary -- Chapter 4: DuckDB Operations and Performance -- Technical requirements -- Exploring DuckDB indexes -- Downloading the book review dataset from Kaggle -- Preparing the book review dataset -- Reviewing and indexing the book review dataset -- Explaining the query plan -- Creating an index -- Optimizing the file read performance of DuckDB -- File partitioning -- Parquet predicate pushdown -- Run-time profiling exercise -- Working with timestamps -- TIMESTAMP -- TIMESTAMPTZ - Timestamps with time zones -- Exploring timestamps with time zone functions -- Binning and functions using time zone functions -- Time and window functions -- The Apollo 11 mission -- Interval data -- The LEAD and LAG window functions -- Summary -- Chapter 5: DuckDB Extensions -- Technical requirements -- Expanding DuckDB capabilities with extensions -- Available extensions in DuckDB -- The SQLite extension -- Reading and writing remote files using the HTTPFS extension -- Full-text search indexes -- Working with geospatial data -- The spatial extension -- Reading Microsoft Excel files -- Points within a polygon -- Summary -- Chapter 6: Semi-Structured Data Manipulation -- Technical requirements -- Exploring nested data types -- The LIST data type -- The MAP data type -- The STRUCT data type -- Working with lists -- Preparing the data -- List aggregation -- List functions -- List comprehensions -- Working with JSON -- The JSON extension -- Creating JSON objects -- Importing JSON data -- Unpacking lists with the unnest function -- Working with inconsistent schemas -- Querying JSON data from an API -- Summary…”

Tabla de Contenidos: “…. -- See also -- Reading and writing Excel files -- Getting ready -- How to do it... -- How it works... -- See also -- Reading and writing other data file formats -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Reading and writing multiple files…”

Tabla de Contenidos: “…Analytical Master Data Management -- 9.5 - Master Data Management as an Enabler for Managed Self-Service BI -- 9.6 - Master Data Management as an Enabler for Total Quality Management -- 9.6.1 - MDS Object Model -- 9.6.1.1 - Models -- 9.6.1.2 - Entities -- 9.6.1.3 - Members -- 9.6.1.4 - Attributes -- 9.6.1.5 - Attribute Groups -- 9.6.1.6 - Hierarchies -- 9.6.2 - Master Data Manager -- 9.6.3 - Explorer -- 9.6.3.1 - Microsoft Excel and MDS -- 9.6.4 - Version Management -- 9.6.5 - Integration Management -- 9.6.6 - System Administration -- 9.6.7 - User and Group Permissions -- 9.7 - Creating a Model -- 9.7.1 - Creating Entities -- 9.7.2 - Creating Business Rules -- 9.8 - Importing a Model -- 9.9 - Integrating MDS with the Data Vault and Operational Systems -- 9.9.1 - Stage Tables -- 9.9.1.1 - Using T-SQL to Stage Master Data into Microsoft Master Data Services -- 9.9.1.2 - Using SQL Server Integration Services to Stage Master Data into Microsoft Master Data Services -- 9.9.2 - Subscription Views -- References -- Chapter 10 - Metadata Management -- 10.1 - What Is Metadata? …”

Tabla de Contenidos: “…5.6.1 lapply -- 5.6.2 sapply -- 5.6.3 vapply -- 5.6.4 mapply -- 5.6.5 apply -- 5.7 小结 -- 第6章 字符串的使用 -- 6.1 字符串入 -- 6.1.1 打印文本 -- 6.1.2 接字符串 -- 6.1.3 换文本 -- 6.1.4 格式化文本 -- 在R中使用Python字符串函数 -- 6.2 格式化日期/时 -- 6.2.1 将文本 析为日期/时 -- 6.2.2 格式化日期/时 为字符串 -- 6.3 使用正则 式 -- 6.3.1 寻找字符串模式 -- 6.3.2 使用分组提取数据 -- 6.3.3 以 定义的方式 取数据 -- 6.4 小结 -- 第7章 数据处理 -- 7.1 写数据 -- 7.1.1 写文件中的文本格式数据 -- 7.1.2 写Excel工作 -- 7.1.3 写原生数据文件 -- 7.1.4 加 内置数据 -- 7.2 数据可 化 -- 7.2.1 创建散点图 -- 7.2.2 创建折线图 -- 7.2.3 创建柱状图 -- 7.2.4 创建 状图 -- 7.2.5 创建直方图和密度图 -- 7.2.6 创建箱线图 -- 7.3 数据分析 -- 7.3.1 拟合线性模型 -- 7.3.2 拟合回归树 -- 7.4 小结 -- 第8章 R 的内 机制 -- 8.1 惰性求值 -- 8.2 复制-修改机制 -- 修改函数外 的对 -- 8.3 法作用域 -- 8.4 环境的工作方式 -- 8.4.1 环境对 -- 8.4.2 创建并 接环境 -- 8.4.3 接环境 -- 8.4.4 与函数相关的环境 -- 8.5 小结 -- 第9章 元编程 -- 9.1 函数式编程 -- 9.1.1 创建和使用 包 -- 9.1.2 使用 函数 -- 9.2 基于 的 算 -- 9.2.1 捕 和修改 式 -- 9.2.2 执 式 -- 9.2.3 标准 算 -- 9.3 小结 -- 第10章 向对 编程 -- 10.1 向对 编程简介 -- 10.1.1 类和方法 -- 10.1.2 继承 -- 10.2 S3 对 -- 10.2.1 泛型函数和方法分派 -- 10.2.2 内置类和方法 -- 10.2.3 为现有类定义泛型函数 -- 10.2.4 定义新类并创建对 -- 10.3 S4 对 系统 -- 10.3.1 定义S4 类 -- 10.3.2 S4 继承 -- 10.3.3 定义S4 泛型函数 -- 10.3.4 多 分派 -- 10.4 引用类 RC -- 10.5 R6 -- 10.6 小结 -- 第11章 数据库操作 -- 11.1 操作关系型数据库 -- 11.1.1 创建一个SQLite数据库 -- 11.1.2 和 中字段 -- 11.1.3 用SQL对关系型数据库 查 -- 11.1.4 分块提取查 结果 -- 11.1.5 出于一 性 的事务操作 -- 11.1.6 将多个文件的数据存入一个数据库 -- 11.2 操作 关系型数据库 -- 11.2.1 MongoDB操作 -- 11.2.2 使用Redis -- 11.3 小结 -- 第12章 数据操作 -- 12.1 使用内置函数操作数据框 -- 12.1.1 使用内置函数操作数据框 -- 12.1.2 使用reshape2 塑数据框 -- 12.2 sqldf 包使用SQL 查 数据框 -- 12.3 使用data.table 包操作数据 -- 12.3.1 使用 取 -- 12.3.2 对数据分组汇总 -- 12.3.3 塑data.table -- 12.3.4 使用原地 置函数 -- 12.3.5 data.table中的动态作用域 -- 12.4 使用dplyr 管 操作处理数据框 -- 12.5 使用rlist 包处理嵌套数据结构 -- 12.6 小结 -- 第13章 性 算 -- 13.1 理 代码性 -- 测 代码性 -- 13.2 代码的性 分析 -- 13.2.1 用Rprof 性 分析…”

Tabla de Contenidos: “…8.3 Valoración por flujo de caja descontado -- 8.3.1 Horizonte de planeación (n) -- 8.3.2 Flujo de caja libre operacional (FCLO) -- 8.3.3 Costo de capital (WACC) -- 8.3.4 Valor terminal (VT) -- 8.3.5 Cálculo del valor de mercado de la empresa (VME) -- 8.3.6 Cálculo del valor de mercado del patrimonio (VMK) -- 8.4 Impacto de las variables en el VMK -- 8.4.1 Impacto del endeudamiento -- 8.4.2 Impacto del modelo de valor terminal -- 8.5 Otros métodos de valoración por descuento de flujos -- 8.5.1 Valoración por descuento de dividendos -- 8.5.2 Valoración por descuento de ingreso residual -- cuarta parte: -- Evaluar el valor creado -- Evaluación del valor creado -- 9.1.1 Impacto de las variables en la valorización del patrimonio -- 9.2 EVA -- 9.2.1 Usos del EVA -- 9.2.2 Impacto de las variables en el EVA -- 9.2.3 Valoración por EVA -- 9.3 Otras formas de evaluar la creación de valor -- 9.3.1 Market Value Added (MVA) -- 9.3.2 Comprobación por múltiplos -- 9.3.3 Rentabilidad del propietario -- Diagnóstico de la planeación financiera -- 10.1 Inductores de valor -- 10.1.1 Indicadores inductores -- 10.1.2 La pirámide del valor -- 10.1.3 Actividades inductoras -- 10.2 Análisis de sensibilidad -- 10.3 Tablero de control -- 10.4 Análisis de escenarios -- 10.5 Simulación -- Herramientas del Excel -- Modelaje financiero -- Tablas de datos -- Buscar objetivo -- Escenarios -- Bibliografía…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Authors -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Getting Started with Data Science -- Problems solved using data science -- Understanding the data science problem - solving approach -- Using Java to support data science -- Acquiring data for an application -- The importance and process of cleaning data -- Visualizing data to enhance understanding -- The use of statistical methods in data science -- Machine learning applied to data science -- Using neural networks in data science -- Deep learning approaches -- Performing text analysis -- Visual and audio analysis -- Improving application performance using parallel techniques -- Assembling the pieces -- Summary -- Chapter 2: Data Acquisition -- Understanding the data formats used in data science applications -- Overview of CSV data -- Overview of spreadsheets -- Overview of databases -- Overview of PDF files -- Overview of JSON -- Overview of XML -- Overview of streaming data -- Overview of audio/video/images in Java -- Data acquisition techniques -- Using the HttpUrlConnection class -- Web crawlers in Java -- Creating your own web crawler -- Using the crawler4j web crawler -- Web scraping in Java -- Using API calls to access common social media sites -- Using OAuth to authenticate users -- Handing Twitter -- Handling Wikipedia -- Handling Flickr -- Handling YouTube -- Searching by keyword -- Summary -- Chapter 3: Data Cleaning -- Handling data formats -- Handling CSV data -- Handling spreadsheets -- Handling Excel spreadsheets -- Handling PDF files -- Handling JSON -- Using JSON streaming API -- Using the JSON tree API -- The nitty gritty of cleaning text -- Using Java tokenizers to extract words -- Java core tokenizers -- Third-party tokenizers and libraries…”

Tabla de Contenidos: “…Does SOA Require Centers of Excellence, Architecture Boards, or Design Boards? -- 33. …”

Tabla de Contenidos: “…Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- Foreword -- References -- List of contributors -- Part I: Development of integrated teacher education in Norway -- Chapter 1: Transforming teacher education through innovation -- Introduction -- Transforming teaching quality in schools through university-based teacher education -- National Center of excellence in teacher education: A driving force for transforming teacher education in Norway -- Thematic areas in the anthology -- Development of integrated teacher education -- Research literacy in teacher education -- Bridging the gap between the university campus and schools -- Development of professional identity -- The digital future: Video as a means of connecting coursework to teaching practice -- Lessons learned -- References -- Chapter 2: Quality in teacher education programs -- Introduction -- Describing quality in teacher education -- A transformative perspective on teacher education -- Quality dimensions and features of teacher education -- Program quality-What precedes the actual educational provision (outer circle) -- Program coherence and integration -- Quality work -- Transformative partnerships with schools -- Professional knowledge base -- Continuing education of teacher educators -- Process quality-What goes on as student teachers learn (middle circle) -- Student teachers' agency and study engagement -- Learning opportunities on campus and in schools -- On-campus teaching -- Practical training and mentoring in schools -- Summary -- Acknowledgments -- Note -- References -- Chapter 3: Five-year integrated research-based teacher education for primary and secondary school -- Introduction -- The Norwegian teacher education context of today…”

Tabla de Contenidos: “…Mitko Bogdansoki -- Securing the weakest link in the cyber security chain against social engineering attacks -- Introduction -- Social engineering definition -- Social engineering attacks life cycle -- Taxonomy of the social engineering attacks -- Phishing -- Dumpster diving -- Shoulder surfing -- Advanced Persistent Treat (APT) -- Reverse social engineering -- Baiting -- Waterholing -- Tailgating -- Trojan horses -- Surfing online content -- Role-playing -- Pretexting -- Spear phishing -- Quid pro quo -- Vishing -- Real-world examples of social engineering attacks -- Staying safe from social engineering attacks -- References -- Ozan Ucar and Orhan Sari -- Ask the expert-tips to prevent social engineering (SE) and personal real-life experiences of SE -- Keepnet Phishing Simulator is an excellent tool for fighting against phishing attacks -- Template management -- Edit button -- Adding a new template -- Report manager -- Phishing incident responder -- Sami Lahio -- Chapter 14: Ask the Experts - Part 4 -- Oguzhan Filizlibay -- The aftermath - what follows a social engineering attack? …”

Tabla de Contenidos: “…Foster Finland's technology excellence in the eyes of foreign businesses -- 5.2.2. …”

Tabla de Contenidos: “…-- Choosing a Web Browser -- Choosing a Code Editor -- Installing Node.js -- Installing the Web Server -- Installing the Test System -- Creating the AngularJS Directory -- Getting the AngularJS Library -- Getting the AngularJS Extras -- Getting Bootstrap -- Getting Deployd -- Performing a Simple Test -- Starting the Web Server -- Load the Test File -- Summary -- Chapter 2: Your First AngularJS App -- Preparing the Project -- Using AngularJS -- Applying AngularJS to the HTML File -- Creating a Data Model -- Creating a Controller -- Creating a View -- Inserting Model Values -- Evaluating Expressions -- Using Directives -- Going Beyond the Basics -- Using Two-Way Model Binding -- Creating and Using Controller Behaviors -- Using Behaviors That Depend on Other Behaviors -- Responding to User Interaction -- Filtering and Ordering Model Data -- Improving the Filter -- Getting the Data via Ajax -- Summary -- Chapter 3: Putting AngularJS in Context -- Understanding Where AngularJS Excels -- Understanding Round-Trip and Single-Page Applications -- Understanding the MVC Pattern -- Understanding Models -- Understanding Controllers -- Understanding View Data -- Understanding Views -- Understanding RESTful Services -- Common Design Pitfalls -- Putting the Logic in the Wrong Place -- Adopting the Data Store Data Format -- Clinging to the Old Ways -- Summary -- Chapter 4: HTML and Bootstrap CSS Primer -- Understanding HTML…”

Tabla de Contenidos: “…-- ST 3: The saarländish Bubble &amp -- Squeak - Dibbelabbes -- ST 4: Delicious Dibbelabbes -- ST 5: Dibbelabbes -- ST 6: Dibbelabbes -- ST 7: Fried potatoes -- ST 8: German potato-heads with tasty sausage from Lyon -- ST 9: Schwenker -- ST 10: Traditional German "Currywurst" -- ST 11: Delicious "Maultaschen" -- ST 12: Box-Pickert - The delicious Eastern Westfalian speciality -- ST 13: The excellently flavoured gravy - Ghormey Sabzi -- ST 14: Torator -- ST 15: Filled wine leaves -- SECONDI PIATTI. …”

Tabla de Contenidos: “…Preparing Team Members for Change -- Change management in a traditional environment -- Change management in an agile environment -- Chapter 5 Understanding What Requirements Truly Entail -- Defining Needs -- Business needs -- Stakeholder needs -- Defining Requirements -- Business requirements -- Stakeholder requirements -- Using stakeholder analysis to identify stakeholder requirements -- When requirements collide: Addressing conflict between stakeholder requirements -- Solution requirements -- Using a vision statement to define the solution -- Breaking your solution requirements into categories -- Transition requirements -- Technology requirements -- Technology (technical) requirements for the solution -- Technology requirements for the business -- Making Your Requirements Excellent -- Complete -- Correct -- Unambiguous -- Verifiable -- Necessary -- Feasible -- Prioritized -- Focusing on the Four Core Components -- Data -- Entities -- Attributes -- Relationships -- Process (use cases) -- External agents and actors -- Business rules -- Facing the special challenges of discovering business rules -- Considering cardinality for business rules -- Chapter 6 Hunting for the Right Information, Part 1: The Process -- Elicit, Don't Gather: Developing the Right Questions -- Identifying the type of question you want to ask -- "What" questions -- "Who" questions -- "Why" questions -- "Where" questions -- "When" questions -- "How" questions -- Identifying appropriate sources of information -- Choosing an Approach -- Using Clear, Consistent Language -- Choosing terms consistently -- Using language that's consistent with the company's language -- Framing questions that clearly reveal core needs -- Planning Your Elicitation Sessions -- Elicitation in an Agile Team -- Chapter 7 Hunting for the Right Information, Part 2: The Techniques…”

Tabla de Contenidos: “…-- Registering for the Exam -- About the CISSP Examination -- After the Examination -- Chapter 2 Putting Your Certification to Good Use -- Networking with Other Security Professionals -- Being an Active (ISC)2 Member -- Considering (ISC)2 Volunteer Opportunities -- Writing certification exam questions -- Speaking at events -- Helping at (ISC)2 conferences -- Reading and contributing to (ISC)2 publications -- Supporting the (ISC)2 Center for Cyber Safety and Education -- Participating in bug-bounty programs -- Participating in (ISC)2 focus groups -- Joining the (ISC)2 community -- Getting involved with a CISSP study group -- Helping others learn more about data security -- Becoming an Active Member of Your Local Security Chapter -- Spreading the Good Word about CISSP Certification -- Leading by example -- Using Your CISSP Certification to Be an Agent of Change -- Earning Other Certifications -- Other (ISC)2 certifications -- CISSP concentrations -- Non-(ISC)2 certifications -- Choosing the right certifications -- Finding a mentor, being a mentor -- Building your professional brand -- Pursuing Security Excellence -- Part 2 Certification Domains -- Chapter 3 Security and Risk Management…”

Tabla de Contenidos: “…Evaluating and drafting contracts -- Performing due diligence -- Managing intellectual property -- Chapter 3 Launching into the AI Marketing Era -- Ready or Not: AI Is Your New Marketing Copilot -- Putting performance marketers at risk -- Competing with creative directors -- Watching AI Upend the Corporate World -- Taking Foundational Steps Toward AI Marketing -- Addressing the marketing dichotomy -- Assessing progress with the AI checklist -- Adopting a Strategic Framework for Entering the AI Era -- Going for liftoff -- Initiating atmospheric ascent -- Reaching escape velocity -- Dominating deep space -- Part 2 Exploring Fundamental AI Structures and Concepts -- Chapter 4 Collecting, Organizing, and Transforming Data -- Defining Data in the Context of AI -- Considering the quality of data -- Getting an appropriate quantity of data -- Choosing Data Collection Methods for Marketing with AI -- Identifying data sources and methods -- Minding data privacy and ethics -- Putting Your Marketing Data in Its Place -- Understanding Data via Manual and Automated Systems -- Preparing the Data for Use by AI Algorithms and Models -- Perfecting data by cleaning -- Transforming data -- Splitting data into subsets -- Trimming down data -- Handling imbalanced and irrelevant data -- Chapter 5 Making Connections: Machine Learning and Neural Networks -- Examining the Process of Machine Learning -- Understanding Neural Networks -- Layers of a neural network -- Challenges with neural networks -- Supervised and Unsupervised Learning -- Following the path of supervised learning -- Embracing the freedom of unsupervised learning -- Exploring Reinforcement Learning -- Reinforcement learning in e-mail marketing -- Weighing explorations against exploits -- Mastering Sequences and Time Series -- Seeing how neural networks excel at time series analysis…”

Tabla de Contenidos: “…-- Achsen: Maximalwert und Hauptintervall anpassen -- Zahlenformat für Achsen anpassen -- Verbindungslinien einblenden -- Sich überlappende Säulen verwenden -- Kategorien in umgekehrter Reihenfolge anordnen -- Animationen erstellen und bearbeiten -- Folienübergänge -- Animationseffekte -- Animationseffekt zuweisen -- Spezialfall »Animationspfad« -- Effekte kombinieren -- Der Animationsbereich -- Eine SmartArt-Grafik animieren -- Diagramm animieren -- Animationsvorschau und Präsentationsmodus -- Effekte automatisch auslösen -- Trigger als Auslöser für Effekte verwenden -- Die Geschwindigkeit von Effekten anpassen -- Effektoptionen -- Die Animationsreihenfolge ändern -- Animationseffekte löschen oder ändern -- Animationseffekt kopieren -- Animationseffekte vorübergehend abschalten -- Eine Präsentation automatisch ablaufen lassen -- Eine Präsentation als Endlosschleife ablaufen lassen -- Der Kioskmodus als Navigationshilfe -- Mit Hyperlinks interaktiv präsentieren -- Beispiel 1: Hyperlinks ins Internet -- Benutzerdefinierte QuickInfo -- Beispiel 2: Hyperlinks zu Excel -- Beispiel 3: Hyperlinks in andere Präsentationen -- Beispiel 4: Symbole zum Blättern - Interaktive Schaltflächen -- Beispiel 5: Interaktives Inhaltsverzeichnis -- »All in One«: Die »Benutzerdefinierte Präsentation« -- Benutzerdefinierte Präsentation per Hyperlink starten -- Hyperlinks - Risiken und Nebenwirkungen im Überblick -- Stolpersteine bei Hyperlinks auf andere Präsentationen -- Stolpersteine bei Hyperlinks zu anderen Dateien…”

Tabla de Contenidos: “…Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Table of Contents -- Foreword and Tribute to the Authors -- Preface -- Authors -- SECTION I: DESIGNING FOR ORGANIZATIONAL SUCCESS -- 1 Some Say It Starts with Data-It Doesn't -- Introduction -- Organizational Alignment -- Start with the End in Mind -- Remove the Cultural Divide and Establish a Center of Excellence -- Innovation-Oriented Cultures -- CoE Team Structure -- Full Service Team Members -- Functionally Oriented Team Members -- Data and Analytic Project Team Roles -- Data and Analytics Literacy -- What Is Data Literacy? …”

Tabla de Contenidos: “…The Challenge of Digital Technology to Literature -- Symbiotic Relationship of Literature and Science and Technology -- 2.3 The Inner Connection and Mutual Shaping of Literature and Technology -- The Inner Connection Between Literature and Science and Technology -- The Aestheticization of Technology and Technicization of Literature and Art -- 3 Literature Writing in the Hi-Tech Era -- 3.1 The Revolutionary Impacts of High Technology on Literature Writing -- Refreshing the Understanding of the World -- Creating Novel Aesthetic Experiences -- Stimulating Novel Literary Imagination -- Innovative Literary Styles and Structures -- 3.2 The "Thought" and "Poetry" of Literature Writing in the Hi-Tech Era -- Literature's Warning Against Science and Technology -- Poetic Dwelling in an Age of High Technology -- 4 The Study of Reading in the Internet Age -- 4.1 The Characteristics of Internet Reading -- Convenience of Reading -- Multidimensionality of Perception -- Immediacy and Interactivity of Criticism -- 4.2 The Symptoms of Internet Reading -- Labyrinth of Fragmentation -- Reading and Forgetting -- Weakening of Deep Thinking -- 4.3 The Reading Strategies of the Chinese Form -- Emphasis on Reader Autonomy -- The Call for Excellent Texts -- References -- 7 Literature and Capital in a Market Economy -- 1 Marx's View on Capital -- 1.1 Marx's Concept of Capital -- Capital and Money -- Attributes of Capital -- Capital and Its Internal Contradictions -- 1.2 Marx's View on Literature and Art and Capital -- Capital Provides the Material Basis and Conditions for the Progress of Literature and Art -- The Hostility Between Capital and Literature and Art -- The Aesthetic Character of Artistic Production in the Capitalist Mode of Production -- 2 Capital and Contemporary Literary Activities -- 2.1 The Expansion of the Concept of Capital…”

Tabla de Contenidos: “…Segmentation beyond the surface -- Refining targeting strategies -- Predictive analysis - the game-changer -- Dynamics 365 - a bedrock of quality data -- Real-world impact - a clothing brand case study -- Predictive lead scoring and opportunity management -- Anatomy of predictive lead scoring in Dynamics 365 AI -- The transformative nature of predictive scoring in sales -- Holistic opportunity management with Dynamics 365 AI -- Deep dive into predictive analysis and its implications -- An illustration of predictive lead scoring -- Personalization and recommendation engines for sales effectiveness -- Data-driven personalization in Dynamics 365 AI -- Recommendation engines - beyond the obvious -- Feedback loops and iterative refinement -- Personalization in action - a real-world glimpse -- Examples -- Example 1 - ElevateApparel's customer segmentation triumph -- Example 2 - ProTech Solutions and the predictive power -- Example 3 - NovelReads' personalized book journey -- Limitations and pitfalls of using AI for sales -- Summary -- Questions -- Answers -- Chapter 4: Driving Customer Service Excellence with Dynamics 365 AI -- Enhancing customer experience with virtual agents and chatbots -- The mechanics of continuous learning -- Feedback loops and data analysis -- Example of adaptation in action -- Training with synthetic data -- Real-time performance adjustments -- Evolving with consumer trends -- Integration with human feedback -- AI-powered sentiment analysis and customer sentiment tracking -- Technical aspects of sentiment analysis -- ML for enhanced sentiment detection -- Real-time sentiment tracking and response adaptation -- Predictive analytics in sentiment analysis -- Sentiment analysis for personalized marketing -- Data-driven strategy adjustments -- Challenges and ethical and security considerations…”