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This project-oriented book presents a hands-on approach to identifying migration and performance issues with experience drawn from real-world examples. As you work through the examples, you will develop the skill, knowledge, and deep understanding of Snowflake tuning options and capabilities while preparing for later incorporation of additional Snowflake features as they become available. Your Snowflake platform will cost less to run and will improve your customer experience. Written by a seasoned Snowflake practitioner, this book is full of practical, hand-on guidance and advice specifically designed to further accelerate your Snowflake journey. Tuning the Snowflake Data Cloud provides you a pathway to success by equipping you with skill, knowledge, and expertise to improve your Snowflake experience. The book shows you how to leverage what you already know, adds what you don’t, all applied to delivering your Snowflake accounts. Read this book to embark on a voyage of advancement and equip your organization to deliver consistent Snowflake performance utilizing the toolkit developed here. What You Will Learn Recognize and understand the root cause of performance bottlenecks Know how to resolve performance issues Develop a deep understanding of Snowflake performance tuning options Reduce expensive mistakes, remediate poorly performing code Manage Snowflake costs .

Cloud computing. --- Big data. --- Database management. --- Cloud Computing. --- Business --- Database Management. --- Business Analytics. --- Big Data. --- Data processing.

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In Indonesia's Riau Islands Province - a place envisioned as a distinctly 'Malay Province' upon its legal formation in 2002 - ethnic Malays are the proud heirs and custodians of a rich legacy associated with a once-sprawling Malay empire that stretched across present-day transnational borders from Indonesia, to Singapore, to Malaysia. Malays of Bugis descent have long played a disproportionately central role in the history (and the historiography or 'history-telling') of the region that now encompasses Indonesia's Riau Islands Province. While steadfastly 'Malay', members of this community readily acknowledge that their ethnically Bugis roots maintain an enduring historical and ideological salience in their everyday lives. However, transregional economic trends and rapid sociodemographic shift shaped by ongoing migration flows have led to feelings of 'marginalization' (peminggiran) among the islands' Malay-Bugis community. This has led them to claim that they are being gradually pushed to the literal and figurative 'edges' of social life in the Riau Islands Province. Fears that a one-time ethnic 'majority is becoming a minority' (mayoritas menjadi minoritas) have fuelled feelings of inter-ethnic resentment, and have shaped provincial government policies geared toward the 'preservation' of Malay custom. While international focus continues to centre on Indonesia's Chinese-pribumi divide as diagnostic of Indonesian inter-ethnic and religious relations on edge, a grounded assessment of ethnicity in the Riau islands offers an alternative perspective on these important issues.

Ethnology --- Bugis (Malay people) --- Malays (Asian people) --- Cultural anthropology --- Ethnography --- Races of man --- Social anthropology --- Anthropology --- Human beings --- Malay race --- Melayu (Asian people) --- Orang Melayu (Asian people) --- Bugi (Malay people) --- Buginese (Malay people)

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This project-oriented book gives you a hands-on approach to designing, developing, and templating your Snowflake platform delivery. Written by seasoned Snowflake practitioners, the book is full of practical guidance and advice to accelerate and mature your Snowflake journey. Working through the examples helps you develop the skill, knowledge, and expertise to expand your organization's core Snowflake capability and prepare for later incorporation of additional Snowflake features as they become available. Your Snowflake platform will be resilient, fit for purpose, extensible, and guarantee rapid, consistent, and repeatable, pattern-based deployments ready for application delivery. When a Snowflake account is delivered there are no controls, guard rails, external monitoring, nor governance mechanisms baked in. From a large organization perspective, this book explains how to deliver your core Snowflake platform in the form of a Landing Zone, a consistent, templated approach that assumes familiarity with Snowflake core concepts and principles. The book also covers Snowflake from a governance perspective and addresses the "who can see what?" question, satisfying requirements to know for certain that your Snowflake accounts properly adhere to your organization's data usage policies. The book provides a proven pathway to success by equipping you with skill, knowledge, and expertise to accelerate Snowflake adoption within your organization. The patterns delivered within this book are used for production deployment, and are proven in real-world use. Examples in the book help you succeed in an environment in which governance policies, processes, and procedures oversee and control every aspect of your Snowflake platform development and delivery life cycle. Your environment may not be so exacting, but you'll still benefit from the rigorous and demanding perspective this book's authors bring to the table. The book shows you how to leverage what you already know and adds what you don't know, all applied to deliver your Snowflake accounts. You will know how to position your organization to deliver consistent Snowflake accounts that are prepared and ready for immediate application development. What You Will Learn Create a common, consistent deployment framework for Snowflake in your organization Enable rapid up-skill and adoption of Snowflake, leveraging the benefits of cloud platforms Develop a deep understanding of Snowflake administration and configuration Implement consistent, approved design patterns that reduce account provisioning times Manage data consumption by monitoring and controlling access to datasets.

Business management --- Information systems --- Computer. Automation --- bedrijfssoftware --- bedrijfsautomatisering --- organisatiecultuur --- database management --- gegevensanalyse

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Indonesia

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Implement the Snowflake Data Cloud using best practices and reap the benefits of scalability and low-cost from the industry-leading, cloud-based, data warehousing platform. This book provides a detailed how-to explanation, and assumes familiarity with Snowflake core concepts and principles. It is a project-oriented book with a hands-on approach to designing, developing, and implementing your Data Cloud with security at the center. As you work through the examples, you will develop the skill, knowledge, and expertise to expand your capability by incorporating additional Snowflake features, tools, and techniques. Your Snowflake Data Cloud will be fit for purpose, extensible, and at the forefront of both Direct Share, Data Exchange, and Snowflake Marketplace. Building the Snowflake Data Cloud helps you transform your organization into monetizing the value locked up within your data. As the digital economy takes hold, with data volume, velocity, and variety growing at exponential rates, you need tools and techniques to quickly categorize, collate, summarize, and aggregate data. You also need the means to seamlessly distribute to release value. This book shows how Snowflake provides all these things and how to use them to your advantage. The book helps you succeed by delivering faster than you can deliver with legacy products and techniques. You will learn how to leverage what you already know, and what you don't, all applied in a Snowflake Data Cloud context. After reading this book, you will discover and embrace the future where the Data Cloud is central. You will be able to position your organization to take advantage by identifying, adopting, and preparing your tooling for the coming wave of opportunity around sharing and monetizing valuable, corporate data. What You Will Learn Understand why Data Cloud is important to the success of your organization Up-skill and adopt Snowflake, leveraging the benefits of cloud platforms Articulate the Snowflake Marketplace and identify opportunities to monetize data Identify tools and techniques to accelerate integration with Data Cloud Manage data consumption by monitoring and controlling access to datasets Develop data load and transform capabilities for use in future projects .

Business management --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- datamining --- organisatiecultuur --- database management --- gegevensanalyse --- data acquisition