“…If you are an advanced End User or Power User of SharePoint 2010 who wants to accomplish specific business tasks beyond the basics, then this cookbook is not to be missed. …”

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“…Exploit the power of data in your business by building advanced predictive modeling applications with Python About This Book Master open source Python tools to build sophisticated predictive models Learn to identify the right machine learning algorithm for your problem with this forward-thinking guide Grasp the major methods of predictive modeling and move beyond the basics to a deeper level of understanding Who This Book Is For This book is designed for business analysts, BI analysts, data scientists, or junior level data analysts who are ready to move from a conceptual understanding of advanced analytics to an expert in designing and building advanced analytics solutions using Python. …”

Tabla de Contenidos: “…Prerequisites for Doobie -- Doobie -- ConnectionIO -- Transactor -- Selecting Rows -- Querying Using Parameters -- Deleting, Inserting, and Updating Rows -- A Complete Example -- Activity: Adding Priority to the Todo List -- Summary -- Domain Specific Languages -- DSLs and Types of DSLs -- External DSLs -- Internal DSLs -- ScalaTest - A Popular DSL -- Adding ScalaTest to Your Project -- Overview of ScalaTest Styles -- Activity: Implementing ScalaTest Styles -- Language Features for Writing DSLs -- Flexible Syntax for Method Invocation -- By-Name Parameters -- Extension Methods and Value Classes -- Writing a Small DSL -- Modeling Test Cases -- DSL for TestCase -- Activity: Creating a DSL to Specify Assertions -- Beyond This Book -- Various Scala Libraries -- Akka -- Apache Spark -- Shapeless -- Uncovered Language Features -- Macros -- Def Macros -- Implicit Macros -- Quasiquotes -- Reflection -- Resources to Keep You Updated -- Scala Improvement Process -- Scala Times -- Summary -- Index…”

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Tabla de Contenidos: “…Summary -- Part 4 - Productionalizing Data Engineering Pipelines - Orchestration and Tuning -- Chapter 10: Data Pipeline Orchestration -- Technical requirements -- Understanding the basics of orchestration -- Understanding core features of Apache Airflow -- Apache Airflow's extensibility -- Extending beyond operators -- Monitoring and UI -- Hosting and deployment options -- Designing data pipelines with Airflow -- Working with Argo Workflows -- Installing Argo Workflows -- Understanding the core components of Argo Workflows -- Taking a short detour -- Creating an Argo workflow -- Using Databricks Workflows -- Leveraging Azure Data Factory -- Primary components of ADF -- Summary -- Chapter 11: Performance Tuning -- Introducing the Spark UI -- Navigating the Spark UI -- The Jobs tab - overview of job execution -- Leveraging the Spark UI for performance tuning -- Identifying performance bottlenecks -- Optimizing data shuffling -- Memory management and garbage collection -- Scaling resources -- Analyzing SQL query performance -- Right-sizing compute resources -- Understanding the basics -- Understanding data skewing, indexing, and partitioning -- Data skew -- Indexing and partitioning -- Summary -- Part 5 - End-to-End Data Pipelines -- Chapter 12: Building Batch Pipelines Using Spark and Scala -- Understanding our business use case -- What's our marketing use case? …”

Tabla de Contenidos: “…front cover -- 9789004543010_webready_content_text -- Contents -- Acknowledgments -- Figures -- Abbreviations -- Introduction: Air View and Ant Perspective: Moritz Retzsch's Etchings after Goethe's Faust I -- 1 Retzsch in the German States, a Borderline Celebrity -- 1.1 Profile in Contrast -- 1.2 Romantic Pranks and Rituals -- 1.3 Portraits and Sociability -- 1.4 A Poetic Mind -- 1.5 The Toils of Fancy and Melancholy -- 1.6 Fluctuating Fate in Nineteenth-Century German States -- 1.7 Plights and Plusses of Comparison (Retzsch, Cornelius &amp -- Naeke) -- 1.8 German Amendments in the Twentieth Century -- 1.9 Conclusion -- 2 Faust I Outlined and the Original Retzsch Effect -- 2.1 A Modern Fourfold Device -- 2.2 Goethe's Gifts -- 2.3 In Goethe's Orb -- 2.4 Retzsch at Work: Early Correspondence -- 2.5 A Speculation on Relics -- 2.6 "Full of Spirit" -- 2.7 Outline Reformation -- 2.8 Retzsch in Colour -- 2.9 To conclude -- 3 German Editions and Copies: The Bait of Rich Morsels -- 3.1 Avowable (and Uncertain) Cotta Portfolios -- 3.2 From Portfolios to Albums -- 3.3 Pirated Goods -- 3.4 Styled for the Ladies -- 3.5 Valuing Copies in Visual Circulation -- 4 First Steps in Britain -- 4.1 A Momentous Gift from Perthes to Crabb Robinson -- 4.2 Imported Wares and Motley Exemplars -- 4.3 Media Coverage and Publicity (A Mediated Launch) -- 4.4 A First English Point of View (George Soane's Letterpress) -- 4.5 Books as Cultural Objects: Readers and Cultural Representation -- 4.6 Dibdin in Action -- 5 Retzsch Copied in Britain and Beyond -- 5.1 Attractive and Collectable -- 5.2 Cultural Adaptability -- 5.3 Boosey's 1820 Edition Re-issued? …”

Tabla de Contenidos:

Tabla de Contenidos: “…-- Notes -- Literature -- Part II: Neoliberalism in and beyond the nation-state -- Chapter 5: Neoliberalism after 1989 -- Notes -- Literature -- Chapter 6: The year 1989 and the global hegemony of neoliberalism -- What is neoliberalism? …”

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“…Master the secret tools every Python programmer needs to know Professional Python goes beyond the basics to teach beginner- and intermediate-level Python programmers the little-known tools and constructs that build concise, maintainable code. …”

Tabla de Contenidos: “…...and subnational governments' strategies should include an investment promotion angle -- Setting the "right" subnational level for an investment promotion strategy can help overcome fragmented planning -- Craft place-sensitive policies to attract FDI for balanced regional development -- Investment promotion efforts to attract FDI for regional development can be improved -- Attracting FDI for regional development goes beyond typical investment promotion efforts -- The multi-level institutional framework for investment and regional development -- Several national and subnational bodies share the mandate to promote investment -- Subnational investment promotion evolved with the absorption of the IPA into a Ministry -- Subnational agencies promoting investment are crucial but highly fragmented players -- There is a plethora of subnational development agencies but their impact on FDI is unclear -- Croatia should clarify subnational bodies' engagement on investment promotion -- There is a large discretion in how local government authorities attract investment -- Coordination mechanisms could be improved across tiers of government -- Coordination can hardly take place when mandates are not well defined in the first place -- Coordination could be particularly reinforced over some strategic investment matters -- Croatia has several options to strengthen coordination on subnational investment -- References -- 5 Towards more effective investment tax incentives -- Summary and policy recommendations -- The tax system is only one of many factors for investment decisions -- Landscape of investment tax and non-tax incentives -- Incentives are governed by EU State aid rules -- The Investment Promotion Act grants tax and financial incentives to spur new investment, job creation and regional development…”

Tabla de Contenidos: “…-- The challenges of handling data -- Characteristics of Java persistence frameworks -- The cloud's effect on stateful solutions -- Exploring the trade-offs of distributed database systems - a look into the CAP theorem and beyond -- Summary -- Chapter 2: Exploring the Multiple Database Flavors -- A look back at relational databases -- A deep dive into non-relational databases (NoSQL) -- NoSQL database types - key-value -- NoSQL database types - document -- NoSQL database types - wide-column/column-family -- NoSQL database types - graph -- NewSQL databases - trying to get the best out of both worlds -- Summary -- Chapter 3: ChaExploring Architectural Strategies and Cloud Usage -- The cloud's influence on software architecture design -- Design patterns - the essential building blocks for software architects -- Monolithic architecture -- Microservices architecture -- Common pitfalls of microservices adoption -- Cloud deployment strategies that favor modern stateful solutions -- Why the hybrid and multi-cloud models matter -- Distributed systems and their impact on data systems -- Example - architecting a food delivery solution -- The basic scenario -- The challenges of integrating services around a central piece of data -- Summary -- Chapter 4: Design Patterns for Data Management in Cloud-Native Applications -- Technical requirements -- Design patterns applied to the Java persistence layer -- Unstructured code -- The data mapper pattern -- The DAO pattern -- Repository pattern boosted by DDD -- The active record pattern…”

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