Managing Unstructured Data Nosql Database Essentials

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Managing Unstructured Data Nosql Database Essentials

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Author : Anooja Ali
language : en
Publisher: MileStone Research Publications
Release Date : 2024-09-12

Managing Unstructured Data Nosql Database Essentials written by Anooja Ali and has been published by MileStone Research Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-12 with Computers categories.

Managing Unstructured Data: NoSQL Database Essentials-is a reference book and guide for teaching and reading skills to college faculty and students. In Chapter1 the fundamentals of database and relational data base are discussed. This chapter helps students to understand data management concepts by data modelling, schema design, data storage and retrieval. This chapter includes the foundational skills that are applicable across various industries and provides a stepping stone for further specialization and career development. The chapter 2 is all about unstructured data. Varying methods for managing, analysing, and storing data are needed for varying levels of organization and complexity, which are represented by structured, unstructured, and semi-structured data. This chapter provides a platform for students to understand the transition from structured to unstructured data in terms of data management and analysis and it is a pivotal aspect of modern data management. In chapter 3 concepts of NoSQL data base and the major differences with SQL & Relational data bases are highlighted. This chapter explains the adoptions of NoSQL with flexible schema, scalability, high performance and support for distributed architecture. Chapter 4 is all about NoSQL databases, or "Not Only SQL" databases which represent a diverse set of database technologies designed to address specific challenges not well served by traditional relational databases. A brief overview of the main types of NoSQL databases are discussed here. The four basic data models such as key-value pairs, document-oriented, columnar, and graph-based structures are represented in this chapter. Information on popular NoSQL database technologies is given in chapter 5. Details of technologies like Apache HBase, Apache CouchDB, Neo4j, Apache Cassandra and their comparison are also provided here. It includes the distributed architecture with fault tolerance, high availability, and disaster recovery capabilities for ensuring data integrity and business continuity. Chapter 6 discusses the overview of Mongo DB which is a document-oriented NoSQL database known for its flexibility, scalability, and ease of use. The features of Mongo DB including document store, MongoDB protocol, horizontal scalability, cross platform compatibility, replication and sharding are also covered here. Chapter 7 deals with Concurrency control in databases. It discusses about the methods to obtain concurrency in structured data, and then in unstructured data, challenges in concurrency control for unstructured data, commits in transaction and the different isolation levels. Chapter 8 discusses on how unstructured data are used in big data processing. It includes Query processing performance evaluation in big data systems, the types od dirty data. Data cleansing is explained in detail with the steps in cleansing, exploratory data analysis, and data visualization. Hope this book on Managing Unstructured Data: NoSQL Database Essentials will provide a handy and useful reference book for teachers and students on Unstructured Database.

Essentials Of Data Analysis

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Author : Agasti Khatri
language : en
Publisher: Educohack Press
Release Date : 2025-02-20

Essentials Of Data Analysis written by Agasti Khatri and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.

"Essentials of Data Analysis" is an indispensable guide that navigates readers through the world of data-driven decision-making. This book presents essential concepts, techniques, and tools in an accessible and user-friendly manner. It serves as a trusted companion for both beginners and professionals in their data analysis journey. We start by laying a solid foundation in data analysis principles, providing a comprehensive understanding of key concepts and methodologies. The book delves into practical techniques for data manipulation, visualization, and exploration, equipping readers with the skills to extract actionable insights from raw data. Real-world examples, case studies, and hands-on exercises bring abstract concepts to life. We emphasize the ethical and responsible use of data, guiding readers through ethical considerations, privacy concerns, and regulatory requirements. This fosters a culture of ethical awareness and accountability. Additionally, we explore emerging trends and technologies shaping the future of data analysis, such as artificial intelligence, machine learning, augmented analytics, and edge computing. By adopting innovative techniques, readers can drive meaningful change within their organizations. "Essentials of Data Analysis" is a valuable resource for enhancing analytical skills, advancing careers, and understanding the role of data in decision-making.

Data Warehouse Essentials

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Author : Virversity Online Courses
language : en
Publisher: eBookIt.com
Release Date : 2025-03-26

Data Warehouse Essentials written by Virversity Online Courses and has been published by eBookIt.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-26 with Computers categories.

Data Warehouse Essentials is a comprehensive course designed to empower individuals with a robust understanding of data warehousing concepts, architecture, and best practices. Whether you're an aspiring data professional or looking to improve your data management skills, this course provides the essential knowledge needed to design, implement, and optimize a data warehouse effectively. Master the Fundamentals of Data Warehousing Understand core data warehousing concepts and their importance in modern data management. Gain insights into key architectural components and design considerations. Learn data modeling techniques, including ER models and star schemas. Explore the essentials of ETL processes and integrating multiple data sources. Discover popular data warehousing tools and technologies. Develop skills for querying, reporting, and optimizing data warehouse performance. Ensure security, compliance, and governance in data warehousing. Identify the relationship between big data and data warehouses. Comprehensive Guide to Data Warehousing Concepts and Techniques This course begins with an introduction to data warehousing, providing an overview of its fundamental concepts, highlighting the significant impact they have in today's data-driven decision-making processes. Students will delve into the architecture of data warehouses, examining key components and the various design considerations crucial for creating efficient systems. As learners progress, they will explore data modeling techniques, including Entity-Relationship (ER) models and star schemas, which are integral for organizing and structuring data within a warehouse. The course further covers essential ETL (Extract, Transform, Load) procedures necessary for data integration and cleansing, ensuring a smooth and accurate data flow into the warehouse. The practical skills taught extend to the use of popular data warehousing tools and technologies, aiding students in navigating the current technology landscape. Additionally, the course addresses the critical areas of querying and reporting, providing techniques for effective data analysis and visualization. Individuals will gain insights into performance optimization strategies, essential for maintaining the efficiency and speed of data warehouse operations. Furthermore, the course emphasizes security and data governance, critical for ensuring that data warehouses meet compliance requirements and remain secure. Finally, participants will explore the dynamic interaction between big data and data warehousing, equipping them with the knowledge to handle modern data complexities effectively. By the end of the course, students will transform their data management capabilities, becoming proficient in designing and managing robust data warehouses that support strategic business objectives.

Microsoft Certified Azure Fundamentals Study Guide

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Author : James Boyce
language : en
Publisher: John Wiley & Sons
Release Date : 2021-04-13

Microsoft Certified Azure Fundamentals Study Guide written by James Boyce and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-13 with Computers categories.

Quickly preps technical and non-technical readers to pass the Microsoft AZ-900 certification exam Microsoft Certified Azure Fundamentals Study Guide: Exam AZ-900 is your complete resource for preparing for the AZ-900 exam. Microsoft Azure is a major component of Microsoft’s cloud computing model, enabling organizations to host their applications and related services in Microsoft’s data centers, eliminating the need for those organizations to purchase and manage their own computer hardware. In addition, serverless computing enables organizations to quickly and easily deploy data services without the need for servers, operating systems, and supporting systems. This book is targeted at anyone who is seeking AZ-900 certification or simply wants to understand the fundamentals of Microsoft Azure. Whatever your role in business or education, you will benefit from an understanding of Microsoft Azure fundamentals. Readers will also get one year of FREE access to Sybex’s superior online interactive learning environment and test bank, including hundreds of questions, a practice exam, electronic flashcards, and a glossary of key terms. This book will help you master the following topics covered in the AZ-900 certification exam: Cloud concepts Cloud types (Public, Private, Hybrid) Azure service types (IaaS, SaaS, PaaS) Core Azure services Security, compliance, privacy, and trust Azure pricing levels Legacy and modern lifecycles Growth in the cloud market continues to be very strong, and Microsoft is poised to see rapid and sustained growth in its cloud share. Written by a long-time Microsoft insider who helps customers move their workloads to and manage them in Azure on a daily basis, this book will help you break into the growing Azure space to take advantage of cloud technologies.

Sql Query Basics

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Author : Isabella Ramirez
language : en
Publisher: Publifye AS
Release Date : 2025-02-22

Sql Query Basics written by Isabella Ramirez and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-22 with Computers categories.

In today's data-centric environment, mastering SQL is crucial for anyone working with databases. SQL Query Basics offers a practical introduction to SQL, focusing on essential syntax and operations for data retrieval and manipulation. You'll learn how to use SELECT statements to extract specific information and how to modify data using INSERT, UPDATE, and DELETE commands. SQL's importance extends beyond querying; it's a vital tool for data analysis, business intelligence, and application development, powering dynamic web applications and insightful reports. The book guides you from basic SQL syntax to more complex queries, including data filtering, sorting, and aggregation. Starting with relational database concepts, it progresses through data retrieval and manipulation, culminating in advanced topics like joins and subqueries. Practical exercises using sample databases reinforce learning, connecting SQL skills to real-world scenarios in e-commerce, finance, and CRM systems. This focused approach ensures a solid foundation in core SQL principles.

Basics Of Management Information Systems

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Author : Cybellium Ltd
language : en
Publisher: Cybellium
Release Date : 2024-10-26

Basics Of Management Information Systems written by Cybellium Ltd and has been published by Cybellium this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with categories.

Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com

The Complete Guide To Computers From Basics To Advanced Concepts

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Author : Navneet Singh
language : en
Publisher: Navneet Singh
Release Date :

The Complete Guide To Computers From Basics To Advanced Concepts written by Navneet Singh and has been published by Navneet Singh this book supported file pdf, txt, epub, kindle and other format this book has been release on with Antiques & Collectibles categories.

Introduction What is a Computer? Definition and basic components The evolution of computers The importance of computers in modern life Chapter 1: The Basics of Computers Hardware vs. Software Hardware: Physical components (CPU, RAM, Storage, etc.) Software: Operating systems, applications, and programming Operating Systems Overview of Windows, macOS, Linux, and mobile OS Key differences and use cases Understanding Computer Components Central Processing Unit (CPU) Memory (RAM vs. ROM) Storage Devices (HDD, SSD) Graphics Processing Unit (GPU) Chapter 2: Computer Architecture How Computers Work The Fetch-Decode-Execute cycle Binary system and how data is represented Logic gates and basic circuits Types of Computers Personal computers Supercomputers Embedded systems Computer Networks Basics of networking: LAN, WAN Introduction to the internet The role of routers, switches, and servers Chapter 3: Software and Programming Introduction to Programming What is programming? Overview of programming languages (Python, Java, C++, etc.) Writing your first program The Software Development Lifecycle Planning, designing, coding, testing, and maintenance Version control systems (Git, GitHub) Popular Software Development Tools IDEs (Visual Studio, IntelliJ, PyCharm) Debugging and testing tools Chapter 4: Internet and Web Technologies The World Wide Web Understanding how websites work (HTML, CSS, JavaScript) Introduction to web browsers and web servers Web Development Front-end vs. back-end Full-stack development Security and Privacy on the Web Importance of cybersecurity Basic encryption and secure communication Chapter 5: Data and Databases What is Data? Types of data: Structured vs. unstructured Data formats: CSV, JSON, XML Databases Relational databases (SQL) NoSQL databases (MongoDB, Redis) Basic database management principles Big Data and Data Analysis Introduction to big data Data processing tools (Hadoop, Spark) Visualization tools (Tableau, Power BI) Chapter 6: Artificial Intelligence and Machine Learning What is AI? Overview of artificial intelligence Types of AI (Narrow AI, General AI) Introduction to Machine Learning Types of machine learning (Supervised, Unsupervised, Reinforcement learning) Basic algorithms (Linear regression, decision trees, neural networks) Applications of AI AI in everyday life (smartphones, virtual assistants, etc.) Ethical considerations in AI Chapter 7: Advanced Computer Topics Cloud Computing What is cloud computing? Types of cloud services (IaaS, PaaS, SaaS) Popular cloud platforms (AWS, Azure, Google Cloud) Virtualization and Containers What is virtualization? Containers vs. Virtual Machines Docker and Kubernetes Blockchain and Cryptocurrencies Introduction to blockchain technology How cryptocurrencies like Bitcoin work Use cases and future of blockchain Chapter 8: Troubleshooting and Maintenance Basic Troubleshooting Techniques Diagnosing hardware issues Fixing software problems Using command-line tools for diagnostics System Maintenance Keeping software up to date Disk cleanup and defragmentation Backup strategies Upgrading and Building Your Own PC How to upgrade hardware components Assembling your own computer Chapter 9: Future of Computing Quantum Computing What is quantum computing? How it differs from classical computing Potential impacts of quantum computing The Internet of Things (IoT) What is IoT? Smart devices and their role in everyday life Future trends in IoT Next-Gen Technologies 5G networks and beyond Autonomous vehicles and robotics Brain-Computer Interfaces (BCIs) Conclusion The Role of Computers in Society How computers shape industries and jobs Ethical implications and future challenges Staying Updated in the Tech World Resources for continual learning (courses, books, blogs) Joining tech communities

Principles Of Database Management System

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Author : Prof. Sachin A. Murab
language : en
Publisher: Book Bazooka Publication
Release Date : 2019-03-03

Principles Of Database Management System written by Prof. Sachin A. Murab and has been published by Book Bazooka Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-03 with categories.

Purpose of Database Systems To see why database management systems are necessary, let's look at a typical ``file-processing system'' supported by a conventional operating system

Hbase Essentials

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Author : Nishant Garg
language : en
Publisher: Packt Publishing Ltd
Release Date : 2014-11-14

Hbase Essentials written by Nishant Garg 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 2014-11-14 with Computers categories.

This book is intended for developers and Big Data engineers who want to know all about HBase at a hands-on level. For in-depth understanding, it would be helpful to have a bit of familiarity with HDFS and MapReduce programming concepts with no prior experience with HBase or similar technologies. This book is also for Big Data enthusiasts and database developers who have worked with other NoSQL databases and now want to explore HBase as another futuristic, scalable database solution in the Big Data space.

Sql And Nosql

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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2024-10-26

Sql And Nosql 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 2024-10-26 with Computers categories.

"SQL and NoSQL: Building Hybrid Data Solutions for Modern Applications" offers a comprehensive exploration into the evolving world of data storage, providing readers with essential knowledge to navigate the complexities of modern database technologies. This book meticulously unravels the intricacies of both SQL and NoSQL systems, highlighting their individual capabilities while emphasizing the transformative potential of hybrid architectures. It serves as a crucial resource for students, IT professionals, and decision-makers seeking to understand the balance and synergy between structured and unstructured data management. Through detailed chapters, the book examines core principles, design patterns, and practical implementations, guiding readers through real-world case studies from diverse sectors such as e-commerce, healthcare, and financial services. Alongside foundational knowledge, the text delves into advanced topics and emerging trends, such as machine learning integrations and blockchain technologies, equipping readers with insights to anticipate and leverage future developments in data storage. With a focus on security, scalability, and performance, this book empowers readers to create robust, flexible, and efficient data solutions tailored to the dynamic needs of today's digital age.