Mastering Bigquery

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Mastering Bigquery

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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-01-09

Mastering Bigquery written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-09 with Computers categories.

"Mastering BigQuery: Scalable Analytics on Google Cloud" is an authoritative guide designed to equip readers with the comprehensive skills needed to harness the full potential of Google's BigQuery platform. From setting up your initial environment to executing complex SQL queries and optimizing performance, this book offers a structured approach that caters to both beginners and experienced data professionals. Delve into the intricacies of BigQuery's architecture and discover its serverless capabilities that eliminate infrastructure management while providing robust data processing power. The book navigates through essential topics such as data ingestion, real-time analytics, and advanced features, including machine learning integration. Each chapter is crafted to build systematically on the last, offering insights into best practices for data management, security, and cost-effective operations. With its practical focus and clear explanations, "Mastering BigQuery" provides the tools and knowledge required to transform vast quantities of raw data into actionable intelligence, helping you drive impactful data-driven decisions within your organization.

Mastering Google Cloud Platform

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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2023-09-06

Mastering Google Cloud Platform written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-06 with Computers categories.

Cybellium Ltd is dedicated to empowering individuals and organizations with the knowledge and skills they need to navigate the ever-evolving computer science landscape securely and learn only the latest information available on any subject in the category of computer science including: - Information Technology (IT) - Cyber Security - Information Security - Big Data - Artificial Intelligence (AI) - Engineering - Robotics - Standards and compliance Our mission is to be at the forefront of computer science education, offering a wide and comprehensive range of resources, including books, courses, classes and training programs, tailored to meet the diverse needs of any subject in computer science. Visit https://www.cybellium.com for more books.

Learning Google Bigquery

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Author : Eric Brown
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-12-22

Learning Google Bigquery written by Eric Brown and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-22 with Computers categories.

Get a fundamental understanding of how Google BigQuery works by analyzing and querying large datasets About This Book Get started with BigQuery API and write custom applications using it Learn how BigQuery API can be used for storing, managing, and query massive datasets with ease A practical guide with examples and use-cases to teach you everything you need to know about Google BigQuery Who This Book Is For If you are a developer, data analyst, or a data scientist looking to run complex queries over thousands of records in seconds, this book will help you. No prior experience of working with BigQuery is assumed. What You Will Learn Get a hands-on introduction to Google Cloud Platform and its services Understand the different data types supported by Google BigQuery Migrate your enterprise data to BigQuery and query it using the legacy and standard SQL techniques Use partition tables in your project and query external data sources and wild card tables Create tables and data sets dynamically using the BigQuery API Perform real-time inserting of records for analytics using Python and C# Visualize your BigQuery data by connecting it to third party tools such as Tableau and R Master the Google Cloud Pub/Sub for implementing real-time reporting and analytics of your Big Data In Detail Google BigQuery is a popular cloud data warehouse for large-scale data analytics. This book will serve as a comprehensive guide to mastering BigQuery, and how you can utilize it to quickly and efficiently get useful insights from your Big Data. You will begin with getting a quick overview of the Google Cloud Platform and the various services it supports. Then, you will be introduced to the Google BigQuery API and how it fits within in the framework of GCP. The book covers useful techniques to migrate your existing data from your enterprise to Google BigQuery, as well as readying and optimizing it for analysis. You will perform basic as well as advanced data querying using BigQuery, and connect the results to various third party tools for reporting and visualization purposes such as R and Tableau. If you're looking to implement real-time reporting of your streaming data running in your enterprise, this book will also help you. This book also provides tips, best practices and mistakes to avoid while working with Google BigQuery and services that interact with it. By the time you're done with it, you will have set a solid foundation in working with BigQuery to solve even the trickiest of data problems. Style and Approach This book follows a step-by-step approach to teach readers the concepts of Google BigQuery using SQL. To explain various data querying processes, large-scale datasets are used wherever required.

Streamlining Cloud Infrastructure Mastering Google Cloud Deployment Manager

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Author : Peter Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-11

Streamlining Cloud Infrastructure Mastering Google Cloud Deployment Manager written by Peter Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-11 with Computers categories.

Explore the power of automating cloud infrastructure with our comprehensive guide to Google Cloud Deployment Manager. Whether you're a cloud professional, DevOps engineer, or system administrator navigating the complexities of cloud infrastructures, this book is tailored to advance your skills in leveraging Google Cloud's potent tool for orchestrating cloud resources effectively. "Streamlining Cloud Infrastructure: Mastering Google Cloud Deployment Manager" unfolds the secrets to designing, deploying, and managing scalable and secure cloud resources with precision. From understanding the fundamentals to mastering advanced techniques, each chapter is meticulously crafted to provide in-depth coverage and practical insights into managing infrastructure as code, ensuring operational efficiency, and optimizing costs. Delve into the essentials of resource and configuration management, learn the art of designing and templating your infrastructure, and unlock advanced deployment strategies to tackle complex scenarios. Gain expertise in securing deployments, integrating with Google Cloud Services, and monitoring your cloud environment to maintain peak performance. With a direct and professional approach, this book offers a wealth of knowledge, best practices, and expert tips for transforming your cloud deployment processes. Whether you're looking to enhance your existing skills or embark on automating cloud deployments for the first time, "Streamlining Cloud Infrastructure: Mastering Google Cloud Deployment Manager" is your go-to resource for mastering cloud infrastructure automation with confidence and efficiency. Embrace the future of cloud computing and elevate your cloud management capabilities to new heights.

Mastering Tableau 2023

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Author : Marleen Meier
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-08-29

Mastering Tableau 2023 written by Marleen Meier and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-29 with Computers categories.

Build, design, and improve advanced business intelligence solutions using Tableau’s newest updates, including new Tableau Desktop, Tableau Prep, and Tableau Server features Purchase of the print or Kindle book includes a free PDF eBook Key Features Master new Tableau 2023 features to solve real-world analytics challenges Learn how to use both pre-defined and your own Machine Learning models in Tableau How to manage Data Governance and secure high data quality Book DescriptionThis edition of the bestselling Tableau guide will teach you how to leverage Tableau's newest features and offerings in various paradigms of the BI domain. Updated with fresh topics, including the newest features in Tableau Server, Prep, and Desktop, as well as up-to-date examples, this book will take you from mastering essential Tableau concepts to advance functionalities. A chapter on data governance has also been added. Throughout this book, you'll learn how to use Tableau Hyper files and Prep Builder to easily perform data preparation and handling, as well as complex joins, spatial joins, unions, and data blending tasks using practical examples. You'll also get to grips with executing data densification and explore other expert-level examples to help you with calculations, mapping, and visual design using Tableau extensions. Later chapters will teach you all about improving dashboard performance, connecting to Tableau Server, and understanding data visualization with examples. Finally, you'll cover advanced use cases, such as self-service analysis, time series analysis, geo-spatial analysis, and how to connect Tableau to Python and R to implement programming functionalities within Tableau. By the end of this book, you'll have mastered Tableau 2023 and be able to tackle common and advanced challenges in the BI domain.What you will learn Learn about various Tableau components, such as calculated fields, table calculations, and LOD expressions Master ETL (Extract, Transform, Load) techniques using Tableau Prep Builder Explore and implement data storytelling with Python and R Understand Tableau Exchange by using accelerators, extensions, and connectors Interact with Tableau Server to understand its functionalities Study advanced visualizations and dashboard creation techniques Brush up on powerful self-service analytics, time series analytics, and geo-spatial analytics Find out why data governance matters and how to implement it Who this book is forThis book is designed for business analysts, business intelligence professionals, and data analysts who want to master Tableau to solve a range of data science and business intelligence problems. Prior exposure to Tableau will help you get to grips with the features more quickly, but it’s not a prerequisite.

Mastering Big Data Engineering Aws Gcp Azure Showdown

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Author : Muthuraman Saminathan
language : en
Publisher: Libertatem Media Private Limited
Release Date : 2024-02-16

Mastering Big Data Engineering Aws Gcp Azure Showdown written by Muthuraman Saminathan and has been published by Libertatem Media Private Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-16 with Business & Economics categories.

In the rapidly evolving field of AI, operationalizing large language models (LLMs) has become a defining challenge. The LLMOps Advantage: Navigating the Future of AI is your comprehensive guide to mastering the deployment, monitoring, and scaling of LLMs in real-world applications. This book bridges the gap between model development and production, introducing readers to the specialized domain of LLMOps—a subset of MLOps tailored to the unique demands of large language models. From building scalable pipelines and optimizing inference workflows to ensuring compliance and security, this guide covers every aspect of operationalizing LLMs. Explore deployment strategies across platforms like AWS, Azure, GCP, and Hugging Face, learn about containerization and serverless architectures, and dive into tools for monitoring and observability such as Prometheus and Grafana. Through practical frameworks and case studies, the book provides actionable insights into managing performance metrics, addressing model drift, and leveraging distributed systems for scalability. Designed for data scientists, LLM engineers, and AI practitioners, The LLMOps Advantage also delves into ethical considerations, emerging trends like multi-modal models, and best practices for integrating LLMs with existing workflows. Whether you ' re fine-tuning models for specific tasks or scaling solutions to meet enterprise needs, this book equips you with the expertise to harness the full potential of LLMs. Stay ahead in the AI revolution with The LLMOps Advantage—your essential roadmap to mastering the future of large language model operations.

Mastering Tableau

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Author : David Baldwin
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-12-06

Mastering Tableau written by David Baldwin and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-06 with Computers categories.

Master the intricacies of Tableau to create effective data visualizations About This Book Arm yourself with an arsenal of advanced chart types and geocoding to efficiently and engagingly present information Map a grid over a network node diagram and use that grid to demonstrate loads, processing time, and more in Tableau Integrate R with Tableau by utilizing R functions, libraries, and saved models Who This Book Is For If you are a business analyst without developer-level programming skills, then this book is for you. You are expected to have at least a fundamental understanding of Tableau and basic knowledge of joins, however SQL knowledge is not assumed. You should have basic computer skills, including at least moderate Excel proficiency. What You Will Learn Create a worksheet that can display the current balance for any given period in time Recreate a star schema from in a data warehouse in Tableau Combine level of detail calculations with table calculations, sets, and parameters Create custom polygons to build filled maps for area codes in the USA Visualize data using a set of analytical and advanced charting techniques Know when to use Tableau instead of PowerPoint Build a dashboard and export it to PowerPoint In Detail Tableau has emerged as one of the most popular Business Intelligence solutions in recent times, thanks to its powerful and interactive data visualization capabilities. This book will empower you to become a master in Tableau by exploiting the many new features introduced in Tableau 10.0. You will embark on this exciting journey by getting to know the valuable methods of utilizing advanced calculations to solve complex problems. These techniques include creative use of different types of calculations such as row-level, aggregate-level, and more. You will discover how almost any data visualization challenge can be met in Tableau by getting a proper understanding of the tool's inner workings and creatively exploring possibilities. You'll be armed with an arsenal of advanced chart types and techniques to enable you to efficiently and engagingly present information to a variety of audiences through the use of clear, efficient, and engaging dashboards. Explanations and examples of efficient and inefficient visualization techniques, well-designed and poorly designed dashboards, and compromise options when Tableau consumers will not embrace data visualization will build on your understanding of Tableau and how to use it efficiently. By the end of the book, you will be equipped with all the information you need to create effective dashboards and data visualization solutions using Tableau. Style and approach This book takes a direct approach, to systematically evolve to more involved functionalities such as advanced calculation, parameters & sets, data blending and R integration. This book will help you gain skill in building visualizations previously beyond your capacity.

Mastering Etl Workflows

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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date :

Mastering Etl Workflows written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Optimize Data Extraction, Transformation, and Loading for Efficient Data Management In the realm of data integration and analytics, ETL (Extract, Transform, Load) workflows are the backbone of efficient data management. "Mastering ETL Workflows" is your definitive guide to understanding and harnessing the potential of these critical processes, empowering you to create streamlined data pipelines that enhance decision-making and drive business success. About the Book: As data-driven insights become increasingly vital, a strong foundation in ETL workflows becomes essential for data professionals. "Mastering ETL Workflows" offers a comprehensive exploration of these core processes—an indispensable toolkit for data engineers, analysts, and enthusiasts. This book caters to both newcomers and experienced practitioners aiming to excel in designing, optimizing, and automating ETL workflows. Key Features: ETL Essentials: Begin by understanding the core principles of ETL workflows. Learn about data extraction, transformation, and loading, and how these processes contribute to effective data integration. Data Transformation Techniques: Dive into data transformation techniques. Explore methods for cleaning, structuring, and enriching data for accurate analysis and reporting. ETL Pipeline Design: Grasp the art of designing efficient ETL pipelines. Understand how to architect workflows that ensure data quality, consistency, and reliability. Data Integration: Explore techniques for integrating data from various sources. Learn how to handle diverse data formats, APIs, databases, and more. ETL Automation: Understand the significance of ETL automation. Learn how to implement scheduling, monitoring, and error handling to create resilient and efficient workflows. Big Data ETL: Delve into ETL workflows for big data. Explore tools and techniques for processing and transforming large volumes of data. Real-Time Data Integration: Grasp real-time data integration concepts. Learn how to create ETL workflows that process and deliver data in real time. Real-World Applications: Gain insights into how ETL workflows are applied across industries. From finance to e-commerce, discover the diverse applications of these processes. Why This Book Matters: In an era of data-driven decision-making, mastering ETL workflows offers a competitive advantage. "Mastering ETL Workflows" empowers data professionals, analysts, and technology enthusiasts to leverage these crucial processes, enabling them to design streamlined data pipelines that enhance data quality, accessibility, and utilization. Optimize Data Management for Success: In the landscape of data integration and analytics, ETL workflows drive efficient data management. "Mastering ETL Workflows" equips you with the knowledge needed to leverage ETL processes, enabling you to create streamlined data pipelines that enhance decision-making, improve data quality, and drive business success. Whether you're a seasoned practitioner or new to the world of ETL, this book will guide you in building a solid foundation for effective data integration and transformation. Your journey to mastering ETL workflows starts here. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com

Mastering The Art Of Cloud Computing With Google Cloud Platform Unraveling The Secrets Of Experts

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Author : Steve Jones
language : en
Publisher: Walzone Press
Release Date : 2025-02-19

Mastering The Art Of Cloud Computing With Google Cloud Platform Unraveling The Secrets Of Experts written by Steve Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-19 with Computers categories.

Unlock the true potential of cloud computing with "Mastering the Art of Cloud Computing with Google Cloud Platform: Unraveling the Secrets of Experts." This comprehensive guide is designed for experienced programmers and IT professionals seeking to deepen their understanding of Google Cloud Platform's vast capabilities. Delving beyond introductory concepts, the book equips readers with advanced skills and insider strategies essential for optimizing cloud architecture, ensuring your projects are both innovative and efficient. Each meticulously crafted chapter offers insights into critical aspects of GCP, from advanced networking and security frameworks to cutting-edge techniques in compute optimizations and Kubernetes orchestration. Learn how to harness the power of data analytics and machine learning, all while mastering serverless architectures for seamless application deployment. By integrating theoretical knowledge with real-world scenarios, this book serves as both a reference and a roadmap for those aiming to leverage cloud technology to its fullest. "Mastering the Art of Cloud Computing with Google Cloud Platform" also addresses cost management and optimization techniques, ensuring you balance performance with budget considerations. Whether you're scaling infrastructure, securing data, or deploying machine learning models, this book provides the expertise needed to navigate GCP's complex ecosystem confidently. Elevate your cloud computing skills to an expert level and become a pivotal asset in today's digital-first, cloud-native world.

Mastering Trino

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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-01-07

Mastering Trino written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-07 with Computers categories.

"Mastering Trino: The Definitive Guide to Distributed SQL" is an authoritative resource designed for data professionals seeking to unlock the full potential of Trino, a leading open-source SQL query engine. This comprehensive guide takes readers from foundational concepts to advanced applications, offering detailed insights into distributed SQL’s significance and Trino’s unique capabilities. Each chapter is crafted to deepen understanding, covering setup essentials, architectural insights, connector management, and the intricacies of both basic and advanced querying techniques. Readers will find invaluable guidance on performance optimization, security frameworks, and effective management strategies, ensuring they are well-equipped to implement Trino in diverse environments. Through practical use cases and best practices, the book illustrates where Trino excels, providing readers with the knowledge to leverage its power for real-world challenges. Ideal for data architects, engineers, and analysts, this book is poised to become an indispensable part of any data professional’s library, bridging the gap between raw data and actionable insights with clarity and precision.