Robert Stackowiak – författare

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.

Maximize Oracle Exadata Capabilities

Leverage all of the powerful features available in the Oracle Exadata Database Machine using the proven techniques inside this Oracle Press guide. Written by Oracle experts, Achieving Extreme Performance with Oracle Exadata shows you how to take full advantage of this complete, optimized package of software, servers, and storage. Best practices for enterprise deployments, high availability, administration, backup and recovery, data warehousing, online transaction processing, consolidation, and migration are included in this authoritative resource.

Take advantage of the tightly integrated hardware and software in the Oracle Exadata Database MachineWork with Oracle Exadata software features, including Smart Scans, Oracle Exadata Hybrid Columnar Compression, storage indexes, Oracle Exadata Smart Flash Cache, and I/O Resource ManagerUnderstand Oracle Exadata Database Machine balanced hardware architectureArchitect, administer, and monitor Oracle Exadata Storage ServersDeploy data warehouses on the Oracle Exadata Database MachineRun online transaction processing (OLTP) workloads on the Oracle Exadata Database MachineConsolidate databases with and migrate databases to the Oracle Exadata Database Machine

Maximize Oracle Exadata Capabilities

Leverage all of the powerful features available in the Oracle Exadata Database Machine using the proven techniques inside this Oracle Press guide. Written by Oracle experts, Achieving Extreme Performance with Oracle Exadata shows you how to take full advantage of this complete, optimized package of software, servers, and storage. Best practices for enterprise deployments, high availability, administration, backup and recovery, data warehousing, online transaction processing, consolidation, and migration are included in this authoritative resource.

Take advantage of the tightly integrated hardware and software in the Oracle Exadata Database MachineWork with Oracle Exadata software features, including Smart Scans, Oracle Exadata Hybrid Columnar Compression, storage indexes, Oracle Exadata Smart Flash Cache, and I/O Resource ManagerUnderstand Oracle Exadata Database Machine balanced hardware architectureArchitect, administer, and monitor Oracle Exadata Storage ServersDeploy data warehouses on the Oracle Exadata Database MachineRun online transaction processing (OLTP) workloads on the Oracle Exadata Database MachineConsolidate databases with and migrate databases to the Oracle Exadata Database Machine

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality,               authenticity, or access to any online entitlements included with the product.

Transform Big Data into Insight

"In this book, some of Oracle's best engineers and architects explain how you can make use of big data. They'll tell you how you can integrate your existing Oracle solutions with big data systems, using each where appropriate and moving data between them as needed." -- Doug Cutting, co-creator of Apache Hadoop

Cowritten by members of Oracle's big data team, Oracle Big Data Handbook provides complete coverage of Oracle's comprehensive, integrated set of products for acquiring, organizing, analyzing, and leveraging unstructured data. The book discusses the strategies and technologies essential for a successful big data implementation, including Apache Hadoop, Oracle Big Data Appliance, Oracle Big Data Connectors, Oracle NoSQL Database, Oracle Endeca, Oracle Advanced Analytics, and Oracle's open source R offerings. Best practices formigrating from legacy systems and integrating existing data warehousing and analytics solutions into an enterprise big data infrastructure are also included inthis Oracle Press guide.

Understand the value of a comprehensive big data strategyMaximize the distributed processing power of the Apache Hadoop platformDiscover the advantages of using Oracle Big Data Appliance as an engineered system for Hadoop andOracle NoSQL DatabaseConfigure, deploy, and monitor Hadoop and Oracle NoSQL Database using Oracle Big Data ApplianceIntegrate your existing data warehousing and analytics infrastructure into a big data architectureShare data among Hadoop and relational databases using Oracle Big Data ConnectorsUnderstand how Oracle NoSQL Database integrates into the Oracle Big Data architectureDeliver faster time to value using in-database analyticsAnalyze data with Oracle Advanced Analytics (Oracle R Enterprise and Oracle Data Mining), Oracle R Distribution, ROracle, and Oracle R Connector for HadoopAnalyze disparate data with Oracle Endeca Information DiscoveryPlan and implement a big data governance strategy and develop an architecture and roadmap

Transform Big Data into Insight

"In this book, some of Oracle''s best engineers and architects explain how you can make use of big data. They''ll tell you how you can integrate your existing Oracle solutions with big data systems, using each where appropriate and moving data between them as needed." -- Doug Cutting, co-creator of Apache Hadoop

Cowritten by members of Oracle''s big data team, Oracle Big Data Handbook provides complete coverage of Oracle''s comprehensive, integrated set of products for acquiring, organizing, analyzing, and leveraging unstructured data. The book discusses the strategies and technologies essential for a successful big data implementation, including Apache Hadoop, Oracle Big Data Appliance, Oracle Big Data Connectors, Oracle NoSQL Database, Oracle Endeca, Oracle Advanced Analytics, and Oracle''s open source R offerings. Best practices for migrating from legacy systems and integrating existing data warehousing and analytics solutions into an enterprise big data infrastructure are also included in this Oracle Press guide.

Understand the value of a comprehensive big data strategyMaximize the distributed processing power of the Apache Hadoop platformDiscover the advantages of using Oracle Big Data Appliance as an engineered system for Hadoop and Oracle NoSQL DatabaseConfigure, deploy, and monitor Hadoop and Oracle NoSQL Database using Oracle Big Data ApplianceIntegrate your existing data warehousing and analytics infrastructure into a big data architectureShare data among Hadoop and relational databases using Oracle Big Data ConnectorsUnderstand how Oracle NoSQL Database integrates into the Oracle Big Data architectureDeliver faster time to value using in-database analyticsAnalyze data with Oracle Advanced Analytics (Oracle R Enterprise and Oracle Data Mining), Oracle R Distribution, ROracle, and Oracle R Connector for HadoopAnalyze disparate data with Oracle Endeca Information DiscoveryPlan and implement a big data governance strategy and develop an architecture and roadmap

An enormous system comprising myriad technologies, options, and releases, Oracle''s complexities have spawned numerous areas of specialization. For each area of specialization there are equally specialized how-to books and manuals. O''Reilly''s Oracle Essentials claims a unique place among these books. Rather than focusing on one area, the book explains the foundational concepts of the Oracle technology and the core technical and business aspects of using it.The new edition of this classic book, Oracle Essentials, 3rd Edition: Oracle Database 10g, distills a vast amount of knowledge into an easy-to-read volume covering every aspect of the Oracle database. Readers of all levels will learn about Oracle''s features and technologies, including the product line, architecture, data structures, networking, concurrency, tuning, and much more.Featuring focused text, abundant illustrations, and helpful hints, the new edition offers a valuable overview of Oracle''s Database 10g--the industry''s first database to support grid computing. Recent releases such as Oracle 9i and 8i are also covered. The book contains chapters on:

Oracle products, options, and overall architecture for Oracle 10g and prior recent releasesInstalling and running Oracle: how to configure, start up, and shut down the database, and various networking issuesOracle data structures, datatypes, and ways of extending datatypes, with an introduction to Oracle objects (e.g., tables, views, indexes)Managing Oracle: security, the Oracle Enterprise Manager, fragmentation and reorganization, and backup and recoveryOracle performance: characteristics of disk, memory, and CPU tuningMulti-user concurrency, online transaction processing (OLTP), and high availabilityHardware architectures (e.g., SMP, MPP, NUMA) and their impact on OracleData warehousing and distributed databasesNetwork deployment: using Oracle as an Internet computing platform and for grid computingWhat''s new in Oracle 10g: a summary of the database changes described in the bookOracle Essentials, 3rd Edition: Oracle Database 10g was written for anyone whose job involves managing or building systems using Oracle DBMS technology or working with staff that uses Oracle technology. This book is the perfect all-in-one source for understanding the complexities and capabilities of Oracle.

Oracle is an enormous system, with myriad technologies, options, and releases. Most users--even experienced developers and database administrators--find it difficult to get a handle on the full scope of the Oracle database. And, as each new Oracle version is released, users find themselves under increasing pressure to learn about a whole range of new technologies. The latest challenge is Oracle Database 11g.This book distills an enormous amount of information about Oracle into a compact, easy-to-read volume filled with focused text, illustrations, and helpful hints. It contains chapters on:

Oracle products, options, data structures, and overall architecture for Oracle Database 11g, as well as earlier releases (Oracle Database 10g, Oracle9i, and Oracle8i)Installing, running, managing, monitoring, networking, and tuning Oracle, including Enterprise Manager (EM) and Oracle''s self-tuning and management capabilities; and using Oracle security, auditing, and compliance (a new chapter in this edition)Multiuser concurrency, data warehouses, distributed databases, online transaction processing (OLTP), high availability, and hardware architectures (e.g., SMP, clusters, NUMA, and grid computing)Features beyond the Oracle database: Oracle Application Express, Fusion Middleware (including Oracle Application Server), and database SOA support as a Web services providerThe latest Oracle Database 11g features: query result set caching, Automatic Memory Management, the Real Application Testing, Advanced Compression, Total Recall, and Active Data Guard Option Options, changes to the OLAP Option (transparently accessed and managed as materialized views), the Flashback transaction command, transparent data encryption, the Support Workbench (and diagnosability infrastructure), and partitioning enhancements (including interval and new composite types)For new Oracle users, DBAs, developers, and managers, Oracle Essentials provides an invaluable, all-in-one introduction to the full range of Oracle features and technologies, including the just-released Oracle Database 11g features. But even if you already have a library full of Oracle documentation, you''ll find that this compact book is the one you turn to, again and again, as your one-stop, truly essential reference."Oracle Essentials gives a clear explanation of the key database concepts and architecture underlying the Oracle database. It''s a great reference for anyone doing development or management of Oracle databases."--Andrew Mendelsohn, Senior Vice President, Database Server Technologies, Oracle Corporation

An enormous system comprising myriad technologies, options, and releases, Oracle''s complexities have spawned numerous areas of specialization. For each area of specialization there are equally specialized how-to books and manuals. O''Reilly''s Oracle Essentials claims a unique place among these books. Rather than focusing on one area, the book explains the foundational concepts of the Oracle technology and the core technical and business aspects of using it.The new edition of this classic book, Oracle Essentials, 3rd Edition: Oracle Database 10g, distills a vast amount of knowledge into an easy-to-read volume covering every aspect of the Oracle database. Readers of all levels will learn about Oracle''s features and technologies, including the product line, architecture, data structures, networking, concurrency, tuning, and much more.Featuring focused text, abundant illustrations, and helpful hints, the new edition offers a valuable overview of Oracle''s Database 10g--the industry''s first database to support grid computing. Recent releases such as Oracle 9i and 8i are also covered. The book contains chapters on:

Oracle products, options, and overall architecture for Oracle 10g and prior recent releasesInstalling and running Oracle: how to configure, start up, and shut down the database, and various networking issuesOracle data structures, datatypes, and ways of extending datatypes, with an introduction to Oracle objects (e.g., tables, views, indexes)Managing Oracle: security, the Oracle Enterprise Manager, fragmentation and reorganization, and backup and recoveryOracle performance: characteristics of disk, memory, and CPU tuningMulti-user concurrency, online transaction processing (OLTP), and high availabilityHardware architectures (e.g., SMP, MPP, NUMA) and their impact on OracleData warehousing and distributed databasesNetwork deployment: using Oracle as an Internet computing platform and for grid computingWhat''s new in Oracle 10g: a summary of the database changes described in the bookOracle Essentials, 3rd Edition: Oracle Database 10g was written for anyone whose job involves managing or building systems using Oracle DBMS technology or working with staff that uses Oracle technology. This book is the perfect all-in-one source for understanding the complexities and capabilities of Oracle.

Oracle is an enormous system, with myriad technologies, options, and releases. Most users--even experienced developers and database administrators--find it difficult to get a handle on the full scope of the Oracle database. And, as each new Oracle version is released, users find themselves under increasing pressure to learn about a whole range of new technologies. The latest challenge is Oracle Database 11g.This book distills an enormous amount of information about Oracle into a compact, easy-to-read volume filled with focused text, illustrations, and helpful hints. It contains chapters on:

Oracle products, options, data structures, and overall architecture for Oracle Database 11g, as well as earlier releases (Oracle Database 10g, Oracle9i, and Oracle8i)Installing, running, managing, monitoring, networking, and tuning Oracle, including Enterprise Manager (EM) and Oracle''s self-tuning and management capabilities; and using Oracle security, auditing, and compliance (a new chapter in this edition)Multiuser concurrency, data warehouses, distributed databases, online transaction processing (OLTP), high availability, and hardware architectures (e.g., SMP, clusters, NUMA, and grid computing)Features beyond the Oracle database: Oracle Application Express, Fusion Middleware (including Oracle Application Server), and database SOA support as a Web services providerThe latest Oracle Database 11g features: query result set caching, Automatic Memory Management, the Real Application Testing, Advanced Compression, Total Recall, and Active Data Guard Option Options, changes to the OLAP Option (transparently accessed and managed as materialized views), the Flashback transaction command, transparent data encryption, the Support Workbench (and diagnosability infrastructure), and partitioning enhancements (including interval and new composite types)For new Oracle users, DBAs, developers, and managers, Oracle Essentials provides an invaluable, all-in-one introduction to the full range of Oracle features and technologies, including the just-released Oracle Database 11g features. But even if you already have a library full of Oracle documentation, you''ll find that this compact book is the one you turn to, again and again, as your one-stop, truly essential reference."Oracle Essentials gives a clear explanation of the key database concepts and architecture underlying the Oracle database. It''s a great reference for anyone doing development or management of Oracle databases."--Andrew Mendelsohn, Senior Vice President, Database Server Technologies, Oracle Corporation

Written by Oracle insiders, this indispensable guide distills an enormous amount of information about the Oracle Database into one compact volume. Ideal for novice and experienced DBAs, developers, managers, and users, Oracle Essentials walks you through technologies and features in Oracle’s product line, including its architecture, data structures, networking, concurrency, and tuning.

Complete with illustrations and helpful hints, this fifth edition provides a valuable one-stop overview of Oracle Database 12c, including an introduction to Oracle and cloud computing. Oracle Essentials provides the conceptual background you need to understand how Oracle truly works.

Topics include:

A complete overview of Oracle databases and data stores, and Fusion Middleware products and featuresCore concepts and structures in Oracle’s architecture, including pluggable databasesOracle objects and the various datatypes Oracle supportsSystem and database management, including Oracle Enterprise Manager 12cSecurity options, basic auditing capabilities, and options for meeting compliance needsPerformance characteristics of disk, memory, and CPU tuningBasic principles of multiuser concurrencyOracle’s online transaction processing (OLTP)Data warehouses, Big Data, and Oracle’s business intelligence toolsBackup and recovery, and high availability and failover solutions

Enterprise Information Architecture for a New Age: Big Data and The Internet of Things, provides guidance in designing an information architecture to accommodate increasingly large amounts of data, massively large amounts of data, not only from traditional sources, but also from novel sources such everyday objects that are fast becoming wired into global Internet. No business can afford to be caught out by missing the value to be mined from the increasingly large amounts of available data generated by everyday devices.

The text provides background as to how analytical solutions and enterprise architecture methodologies and concepts have evolved (including the roles of data warehouses, business intelligence tools, predictive analytics, data discovery, Big Data, and the impact of the Internet of Things). Then you’re taken through a series of steps by which to define a future state architecture and create a plan for how to reach that future state.

Enterprise Information Architecture for a New Age: Big Data and The Internet of Things helps you gain an understanding of the following:

Implications of Big Data from a variety of new data sources (including data from sensors that are part of the Internet of Things) upon an information architectureHow establishing a vision for data usage by defining a roadmap that aligns IT with line-of-business needs is a key early stepThe importance and details of taking a step-by-step approach when dealing with shifting business challenges and changing technology capabilitiesHow to mitigate risk when evaluating existing infrastructure and designing and deploying new infrastructure

Enterprise Information Architecture for a New Age: Big Data and The Internet of Things combines practical advice with technical considerations. Author Robert Stackowiak and his team are recognized worldwide for their expertise in large data solutions, including analytics. Don’t miss your chance to read this book and gain the benefit of their advice as you look forward in thinking through your own choices and designing your own architecture to accommodate the burgeoning explosion in data that can be analyzed and converted into valuable information to drive your business forward toward success.

Enterprise Information Architecture for a New Age: Big Data and The Internet of Things, provides guidance in designing an information architecture to accommodate increasingly large amounts of data, massively large amounts of data, not only from traditional sources, but also from novel sources such everyday objects that are fast becoming wired into global Internet. No business can afford to be caught out by missing the value to be mined from the increasingly large amounts of available data generated by everyday devices.The text provides background as to how analytical solutions and enterprise architecture methodologies and concepts have evolved (including the roles of data warehouses, business intelligence tools, predictive analytics, data discovery, Big Data, and the impact of the Internet of Things). Then you’re taken through a series of steps by which to define a future state architecture and create a plan for how to reach that future state. Enterprise Information Architecture for a New Age: Big Data and The Internet of Things helps you gain an understanding of the following:Implications of Big Data from a variety of new data sources (including data from sensors that are part of the Internet of Things) upon an information architectureHow establishing a vision for data usage by defining a roadmap that aligns IT with line-of-business needs is a key early stepThe importance and details of taking a step-by-step approach when dealing with shifting business challenges and changing technology capabilitiesHow to mitigate risk when evaluating existing infrastructure and designing and deploying new infrastructureEnterprise Information Architecture for a New Age: Big Data and The Internet of Things combines practical advice with technical considerations. Author Robert Stackowiak and his team are recognized worldwide for their expertise in large data solutions, including analytics. Don’t miss your chance to read this book and gain the benefit of their advice as you look forward in thinking through your own choices and designing your own architecture to accommodate the burgeoning explosion in data that can be analyzed and converted into valuable information to drive your business forward toward success.

Remain relevant in the face of constant change during your career in technology. This book shows you how to proactively plan in anticipation of future changes. Many people find technology careers enticing because of the number of job opportunities, the high compensation, or simply because of fascination with technology itself. Once in those careers, however, there are many challenges to remaining relevant and at one’s peak in the face of constantly shifting competitive and technology landscapes. Incumbents face a constant stream of new skills to learn that are often already known by more recent graduates entering the market at lower compensation rates. There also are time-to-market challenges and the need to keep up with the introduction of automation.This book was written based on the author’s experience gained over 40 years working with and in technology-related fields and companies. It provides practical guidance on remaining relevant as changes are expected to occur in technology at ever faster rates in coming decades.What You'll LearnKnow what companies really wantRealize the importance of alignment with company cultureUnderstand the political landscape and how to use it to advantageDiscover why creating, maintaining, and operating in a diverse environment is beneficialMaster strategies for skills developmentFuture-proof your careerWho This Book Is ForTechnology professionals who want to remain relevant and happy while navigating their current career and university students who are pursuing a STEM career and actively planning their future

Remain relevant in the face of constant change during your career in technology. This book shows you how to proactively plan in anticipation of future changes. Many people find technology careers enticing because of the number of job opportunities, the high compensation, or simply because of fascination with technology itself. Once in those careers, however, there are many challenges to remaining relevant and at one’s peak in the face of constantly shifting competitive and technology landscapes. Incumbents face a constant stream of new skills to learn that are often already known by more recent graduates entering the market at lower compensation rates. There also are time-to-market challenges and the need to keep up with the introduction of automation.

This book was written based on the author’s experience gained over 40 years working with and in technology-related fields and companies. It provides practical guidance on remaining relevant as changes are expected to occur in technology at ever faster rates in coming decades.

What You''ll LearnKnow what companies really wantRealize the importance of alignment with company cultureUnderstand the political landscape and how to use it to advantageDiscover why creating, maintaining, and operating in a diverse environment is beneficialMaster strategies for skills developmentFuture-proof your careerWho This Book Is ForTechnology professionals who want to remain relevant and happy while navigating their current career and university students who are pursuing a STEM career and actively planning their future

Design, build, and justify an optimal Microsoft IoT footprint to meet your project needs. This book describes common Internet of Things components and architecture and then focuses on Microsoft’s Azure components relevant in deploying these solutions.Microsoft-specific topics addressed include: deploying edge devices and pushing intelligence to the edge; connecting IoT devices to Azure and landing data there, applying Azure Machine Learning, analytics, and Cognitive Services; roles for Microsoft solution accelerators and managed solutions; and integration of the Azure footprint with legacy infrastructure.The book concludes with a discussion of best practices in defining and developing solutions and creating a plan for success.What You Will LearnDesign the right IoT architecture to deliver solutions for a variety of project needsConnect IoT devices to Azure for data collection and delivery of servicesUse Azure Machine Learning and Cognitive Services to deliver intelligence in cloud-based solutions and at the edgeUnderstand the benefits and tradeoffs of Microsoft's solution accelerators and managed solutionsInvestigate new use cases that are described and apply best practices in deployment strategiesIntegrate cutting-edge Azure deployments with existing legacy data sourcesWho This Book Is ForDevelopers and architects new to IoT projects or new to Microsoft Azure IoT components as well as readers interested in best practices used in architecting IoT solutions that utilize the Azure platform

Design, build, and justify an optimal Microsoft IoT footprint to meet your project needs. This book describes common Internet of Things components and architecture and then focuses on Microsoft’s Azure components relevant in deploying these solutions.Microsoft-specific topics addressed include: deploying edge devices and pushing intelligence to the edge; connecting IoT devices to Azure and landing data there, applying Azure Machine Learning, analytics, and Cognitive Services; roles for Microsoft solution accelerators and managed solutions; and integration of the Azure footprint with legacy infrastructure.The book concludes with a discussion of best practices in defining and developing solutions and creating a plan for success.What You Will LearnDesign the right IoT architecture to deliver solutions for a variety of project needsConnect IoT devices to Azure for data collection and delivery of servicesUse Azure Machine Learning and Cognitive Services to deliver intelligence in cloud-based solutions and at the edgeUnderstand the benefits and tradeoffs of Microsoft''s solution accelerators and managed solutionsInvestigate new use cases that are described and apply best practices in deployment strategiesIntegrate cutting-edge Azure deployments with existing legacy data sourcesWho This Book Is ForDevelopers and architects new to IoT projects or new to Microsoft Azure IoT components as well as readers interested in best practices used in architecting IoT solutions that utilize the Azure platform

Learn the fundamentals of Design Thinking and how to apply Design Thinking techniques in defining software development and AI solutions. Design Thinking is an approach to innovation which identifies problems and generates solution ideas that can be rapidly proven through prototyping.This book provides a brief history of Design Thinking and an overview of the process. It then drills down into more detail regarding methods and tools used in a Design Thinking workshops leading to useful prototypes. Guidance is provided on: Preparing for a Design Thinking Workshop Uncovering potential business problems that might be solvedPrioritizing potential solutionsIdentifying and characterizing stakeholdersChoosing the right prototypes for developmentLimiting scope and best practices in prototype buildingThe book concludes with a discussion of best practices in operationalizing successful prototypes, and describes change management techniques critical for successful adoption. You can use the knowledge gained from reading this book to incorporate Design Thinking techniques in your software development and AI projects, and assure timely and successful delivery of solutions.What You Will LearnGain foundational knowledge of what Design Thinking is and when to apply the techniqueDiscover preparation and facilitation techniques used in workshopsKnow how ideas are generated and then validated through prototypingUnderstand implementation best practices, including change management considerationsWho This Book Is ForBusiness decision makers and project stakeholders as well as IT project owners who seek a method leading to fast development of successful software and AI prototypes demonstrating real business value. Also for data scientists, developers, and systems integrators who are interested in facilitating or utilizing Design Thinking workshops to drive momentum behind potential software development and AI projects.

Learn the fundamentals of Design Thinking and how to apply Design Thinking techniques in defining software development and AI solutions. Design Thinking is an approach to innovation which identifies problems and generates solution ideas that can be rapidly proven through prototyping.This book provides a brief history of Design Thinking and an overview of the process. It then drills down into more detail regarding methods and tools used in a Design Thinking workshops leading to useful prototypes. Guidance is provided on: Preparing for a Design Thinking Workshop Uncovering potential business problems that might be solvedPrioritizing potential solutionsIdentifying and characterizing stakeholdersChoosing the right prototypes for developmentLimiting scope and best practices in prototype buildingThe book concludes with a discussion of best practices in operationalizing successful prototypes, and describes change management techniques critical for successful adoption. You can use the knowledge gained from reading this book to incorporate Design Thinking techniques in your software development and AI projects, and assure timely and successful delivery of solutions.What You Will LearnGain foundational knowledge of what Design Thinking is and when to apply the techniqueDiscover preparation and facilitation techniques used in workshopsKnow how ideas are generated and then validated through prototypingUnderstand implementation best practices, including change management considerationsWho This Book Is ForBusiness decision makers and project stakeholders as well as IT project owners who seek a method leading to fast development of successful software and AI prototypes demonstrating real business value. Also for data scientists, developers, and systems integrators who are interested in facilitating or utilizing Design Thinking workshops to drive momentum behind potential software development and AI projects.