Natural Language Processing On Oracle Cloud Infrastructure
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Natural Language Processing On Oracle Cloud Infrastructure
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Author : Hicham Assoudi
language : en
Publisher: Springer Nature
Release Date : 2024-12-18
Natural Language Processing On Oracle Cloud Infrastructure written by Hicham Assoudi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-18 with Computers categories.
This book demonstrates how to use Oracle Cloud Infrastructure (OCI) and Hugging Face technologies to develop advanced NLP solutions. Through a practical case study, it addresses common NLP challenges and offers strategies for creating efficient, cost-effective transformer-based models. By the end of this book, you will have the skills and knowledge to create cutting-edge NLP solutions on OCI, customized to meet the needs of various industries and projects. The book takes you through the complete NLP solution life cycle—covering data preparation, model fine-tuning, deployment, and monitoring—while highlighting key topics such as cost-effectiveness and responsible AI for NLP implementations. Drawing from real-world experience and offering practical insights, it bridges the gap between theory and practice, equipping you to design and deploy scalable, cost-efficient NLP solutions. What You Will Learn Master key NLP concepts and the OCI ecosystem Create high-quality datasets using Hugging Face and OCI Data Labeling Service Fine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook Sessions Deploy and operationalize your models with OCI Data Science Model Deployments Automate the NLP life cycle with OCI Data Science Pipelines Implement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deployment Who This Book Is For A diverse audience interested in implementing NLP solutions on Oracle Cloud Infrastructure: NLP practitioners, data scientists, and machine learning engineers who want to learn how to leverage Oracle AI and Hugging Face to implement an end-to-end NLP solution life cycle, from data preparation to model deployment; Oracle practitioners who want to expand their Oracle expertise by exploring OCI's advanced capabilities for building and scaling cutting-edge NLP solutions in enterprise environments; business decision makers who want to discover the strategic benefits of NLP solutions on OCI, including cost-effectiveness and responsible AI, while driving business value
Natural Language Processing On Oracle Cloud Infrastructure
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Author : Hicham Assoudi
language : en
Publisher: Apress
Release Date : 2024-11-12
Natural Language Processing On Oracle Cloud Infrastructure written by Hicham Assoudi and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-12 with Computers categories.
This book demonstrates how to use Oracle Cloud Infrastructure (OCI) and Hugging Face technologies to develop advanced NLP solutions. Through a practical case study, it addresses common NLP challenges and offers strategies for creating efficient, cost-effective transformer-based models. By the end of this book, you will have the skills and knowledge to create cutting-edge NLP solutions on OCI, customized to meet the needs of various industries and projects. The book takes you through the complete NLP solution life cycle--covering data preparation, model fine-tuning, deployment, and monitoring--while highlighting key topics such as cost-effectiveness and responsible AI for NLP implementations. Drawing from real-world experience and offering practical insights, it bridges the gap between theory and practice, equipping you to design and deploy scalable, cost-efficient NLP solutions. What You Will Learn Master key NLP concepts and the OCI ecosystem Create high-quality datasets using Hugging Face and OCI Data Labeling Service Fine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook Sessions Deploy and operationalize your models with OCI Data Science Model Deployments Automate the NLP life cycle with OCI Data Science Pipelines Implement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deployment Who This Book Is For A diverse audience interested in implementing NLP solutions on Oracle Cloud Infrastructure: NLP practitioners, data scientists, and machine learning engineers who want to learn how to leverage Oracle AI and Hugging Face to implement an end-to-end NLP solution life cycle, from data preparation to model deployment; Oracle practitioners who want to expand their Oracle expertise by exploring OCI's advanced capabilities for building and scaling cutting-edge NLP solutions in enterprise environments; business decision makers who want to discover the strategic benefits of NLP solutions on OCI, including cost-effectiveness and responsible AI, while driving business value
Modern Oracle Enterprise Architecture
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Author : Javid Ur Rahman
language : en
Publisher: BPB Publications
Release Date : 2021-09-17
Modern Oracle Enterprise Architecture written by Javid Ur Rahman and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-17 with Computers categories.
A comprehensive innovative product handbook for managers designing and deploying enterprise business solutions. KEY FEATURES ● Covers proven technical approaches in migrating your enterprise systems to Oracle Cloud Computing. ● A handbook for decision-makers on using Oracle Product Suite for digital transformation. ● Understand the Oracle product benefits and leveraging capital investment to avail great measurable ROI and TCO. DESCRIPTION The Oracle Enterprise Architecture Framework emerges from the on-site legacy to current cloud native and is called Modern Oracle Enterprise Architecture. It aims to clear the path for critical business application workloads in the field of database and the application architecture to hybrid and cloud applications. This is a very handy book for chief decision-makers and professional cloud solution engineers. As the current cloud computing services are agile and pay-as-you-go (PAYG) based subscription including multi-year cost model thus a more agile approach is covered throughout the book. This book will help readers to achieve their database and application system solution architecture career objectives more quickly without spending years. The readers can prevent committing errors, recovering from them, and learning things the hard way. This book lists critical attributes and methods to develop, including improvement of business-friendly case formulation. It also includes the development of a solution approach in creative and innovative technological breakthroughs developed by product companies over the last three decades. WHAT YOU WILL LEARN ● 360-degree view of Oracle database and application products. ● Transition to hybrid cloud identity services via Oracle Identity Cloud platform. ● Understand and implement Oracle accessibility and architecture observability. ● Get to know the benefits of leveraging Oracle Autonomous Shared and dedicated services. ● Manage, automate, and upgrade the cloud databases using Oracle fleet management. ● Automate sitewide failover and switchover operations using Oracle siteguard. WHO THIS BOOK IS FOR This book is for decision-makers, business architects, system development teams, technological professionals and product teams who want to use the Oracle stack's hidden capabilities to develop, manage and keep enhancing enterprise systems. TABLE OF CONTENTS 01. Artificial Intelligence for Cloud Computing 02. Business Benefits of Migrating and Operating on Oracle Cloud 03. Move and Optimize the Cost for Oracle E-Business Suite on Cloud Compute 04. Contemplating IaaS, PaaS, and SaaS Migration for On-Premise Legacy Systems 05. Oracle Autonomous Dedicated for Oracle E-Business Suite Customers 06. Benefits of Oracle PeopleSoft with Autonomous Database Dedicated and Shared 07. Oracle Autonomous Dedicated for Oracle E-Business Suite Customers 08. Oracle Agile Maximum-Security Architecture (AMSA) 09. Agile Accessibility and Observability Architecture Agile AOA (AAOA) 10. Fleet Management for On-Premises and Cloud (DBaaS and IaaS) Database Stack 11. Identity transition from Identity Manager (IDM) to Universal Directory (OUD) and Identity Cloud Suite 12. Decision Analysis Resolution (DAR) for Oracle E-Business Suite on Cloud Compute 13. Hidden Jewel on Oracle Crown. Oracle Enterprise Manager Site Guard Use Cases: 14. Case Study One Oracle E-Business Suite Migration to OCI with Business Continuity Site 15. Case Study Two. Oracle E-Business Suite Migration to OCI with Business Continuity Site 16. Case Study Three. Oracle Universal Directory Installation and Configuration
Cloud Based Intelligent Informative Engineering For Society 5 0
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Author : Kaushal Kishor
language : en
Publisher: CRC Press
Release Date : 2023-04-05
Cloud Based Intelligent Informative Engineering For Society 5 0 written by Kaushal Kishor and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-05 with Computers categories.
Cloud-based Intelligent Informative Engineering for Society 5.0 is a model for the dissemination of cutting-edge technological innovation and assistive devices for people with physical impairments. This book showcases Cloud-based, high-performance Information systems and Informatics-based solutions for the verification of the information support requirements of the modern engineering, healthcare, modern business, organization, and academic communities. Features: Includes broad variety of methodologies and technical developments to improve research in informative engineering Explore the Internet of Things (IoT), blockchain technology, deep learning, data analytics, and cloud Highlight Cloud-based high-performance Information systems and Informatics-based solutions This book is beneficial for graduate students and researchers in computer sciences, cloud computing and related subject areas.
Big Data Analytics In Earth Atmospheric And Ocean Sciences
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Author : Thomas Huang
language : en
Publisher: John Wiley & Sons
Release Date : 2022-10-14
Big Data Analytics In Earth Atmospheric And Ocean Sciences written by Thomas Huang 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 2022-10-14 with Science categories.
Applying tools for data analysis to the rapidly increasing volume of data about the Earth An ever-increasing volume of Earth data is being gathered. These data are “big” not only in size but also in their complexity, different formats, and varied scientific disciplines. As such, big data are disrupting traditional research. New methods and platforms, such as the cloud, are tackling these new challenges. Big Data Analytics in Earth, Atmospheric, and Ocean Sciences explores new tools for the analysis and display of the rapidly increasing volume of data about the Earth. Volume highlights include: An introduction to the breadth of big earth data analytics Architectures developed to support big earth data analytics Different analysis and statistical methods for big earth data Current applications of analytics to Earth science data Challenges to fully implementing big data analytics The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals. Find out more in this Q&A with the editors.
Applications Of Block Chain Technology And Artificial Intelligence
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Author : Mohammad Irfan
language : en
Publisher: Springer Nature
Release Date : 2024-05-27
Applications Of Block Chain Technology And Artificial Intelligence written by Mohammad Irfan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-27 with Business & Economics categories.
Today, emerging technologies offer a new pathway for advancing the economy in the fields of banking, finance, and capital markets. Blockchain applications play a crucial role in ensuring trust and security within these industries by relying on transparency and visibility through peer-to-peer networks. The banking industry has also witnessed increased operations speed, better transparency, efficiency enhancement, fraud extenuation at less cost while sharing real-time data between various parties. Thus, the adoption of blockchain in the Banking and Insurance industry is developing very fast. It has emerged as the commonly accepted default platform for the banking and insurance industry. This book explores how blockchain technology optimizes and integrates transactions and operations, facilitating easier access to information. This, in turn, has the potential to reduce communication costs and minimize minor data transfer errors. Additionally, the book delves into the current applications of blockchain technology in the financial industry, discusses its limitations, and outlines its future prospects for broader accessibility. This book is aimed at students and researchers in financial engineering and fintech and it can serve as a reference for identifying problem areas and their possible solutions.
Kubernetes Recipes
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Author : Grzegorz Stencel
language : en
Publisher: Springer Nature
Release Date : 2025-03-31
Kubernetes Recipes written by Grzegorz Stencel and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-31 with Computers categories.
Kubernetes Recipes is your essential guide to using Kubernetes for container orchestration providing a hands-on, problem-solving approach to address the intricacies of deployment, scaling, and day-to-day operations. The book's format, organized for easy lookup, ensures that you can swiftly find detailed solutions to your challenges in your Kubernetes journey. Beginning with the fundamentals, the book covers Kubernetes installation, working with the Kubernetes API, and understanding application primitives for efficient deployment. It teaches monitoring and troubleshooting strategies, providing practical insights into handling issues that may arise in your clusters. Whether new to Kubernetes or seeking advanced insights, the book covers a broad spectrum of topics, including managing specialized workloads, handling volumes and configuration data, implementing scaling strategies, and ensuring security. Kubernetes Recipes is not merely a theoretical guide; it equips you with practical skills for everyday tasks, such as using the Kubernetes client effectively, creating and modifying fundamental workloads, managing services, and exploring the Kubernetes API. It doesn't stop at the basics but extends to advanced areas like developing Kubernetes, monitoring and logging practices, and exploring the ecosystem with tools like Helm. With this comprehensive guide, you not only build a strong foundation in Kubernetes but also gain insights into the intricacies of its ecosystem. Whether you are looking to troubleshoot common issues, implement security measures, or develop applications for Kubernetes, this book is your go-to resource. It provides practical, actionable solutions for every step of learning this industry-leading containerization platform. You will: Learn how to orchestrate cloud-native applications and apply the design to new and existing applications. Acquire practical skills in deploying applications on Kubernetes, covering installations, CLI usage, and local instance management. Learn cluster management techniques using tools, explore diverse creation methods, and deploy on popular cloud platforms. Gain an awareness of the debugging methods and tools available in Kubernetes. Understand how to Implement security best practices, control access, and secure pods while also gaining proficiency in monitoring resources, accessing logs, and handling common troubleshooting scenarios in Kubernetes environments. The Book is for: Developers, System Administrators, DevOps Professionals as well as Project Managers, students and researchers
Kickstart Database Management System Fundamentals Key Concepts Principles And Advanced Techniques For Modern Database Design Management And Optimization
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Author : Dr. Jagdish
language : en
Publisher: Orange Education Pvt Limited
Release Date : 2024-12-16
Kickstart Database Management System Fundamentals Key Concepts Principles And Advanced Techniques For Modern Database Design Management And Optimization written by Dr. Jagdish and has been published by Orange Education Pvt Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-16 with Computers categories.
From Concept to Implementation: Mastering Database Design Key Features● Covers core concepts, types, architecture, and models for effective data modeling and schema design.● Clear, hands-on SQL examples to enhance understanding and real-world application.● Insights into NoSQL, cloud databases, data warehousing, and security best practices. Book DescriptionIn today's data-driven world, effective database management is essential for harnessing the full potential of raw information. A strong foundation in DBMS can set professionals apart in their roles, making them invaluable in maintaining and optimizing data systems. [Kickstart Database Management System Fundamentals] bridges the gap between database theory and practical application, empowering readers with the skills needed to design, build, and manage reliable database systems. The book provides an overview of key database concepts such as data modeling, normalization, and relational principles. It also delves into advanced topics like data integrity, query optimization, transaction management, and indexing. Each chapter features practical examples, case studies, and hands-on activities to reinforce learning and ensure readers can apply their knowledge effectively. By the end of this book, readers will grasp essential best practices for database design and management. They will be equipped to create scalable, secure database solutions, ensure data consistency, and enhance performance. Whether you are a student, educator, or professional, this book prepares you to tackle real-world database challenges with confidence. What you will learn● Understand database concepts, types, and their role in computing, and translate business needs into database structures.● Explore RDBMS principles, including relational models, tables, and keys in real-world applications.● Master SQL querying, optimization, and complex joins for improved performance.● Apply normalization techniques to ensure data integrity and eliminate redundancy.● Learn distributed database architecture and NoSQL solutions for handling large-scale data.● Implement data security practices, encryption, and compliance with privacy laws.● Discover best practices in database administration and cloud-based management. Table of Contents1. Introduction to Database Systems2. Data Modeling and Design3. Relational Database Management Systems4. Query Optimization5. Database Normalization and Normal Forms6. Transaction Management and Concurrency Control7. Data Warehousing and Business Intelligence8. Distributed Databases and NoSQL9. Data Security and Privacy10. Database Administration and Cloud Services Index
Springer Handbook Of Geographic Information
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Author : Wolfgang Kresse
language : en
Publisher: Springer Nature
Release Date : 2022-06-24
Springer Handbook Of Geographic Information written by Wolfgang Kresse and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-24 with Computers categories.
This handbook provides an exhaustive, one-stop reference and a state-of-the-art description of geographic information and its use. This new, substantially updated edition presents a complete and rigorous overview of the fundamentals, methods and applications of the multidisciplinary field of geographic information systems. Designed to be a useful and readable desk reference book, but also prepared in various electronic formats, this title allows fast yet comprehensive review and easy retrieval of essential reliable key information. The Springer Handbook of Geographic Information is divided into three parts. Part A, Basics and Computer Science, provides an overview on the fundamentals, including descriptions of databases and encoding of geographic information. It also covers the underlying mathematical and statistics methods and modeling. A new chapter exemplifies the emerging use and analysis of big data in a geographic context. Part B offers rigorous descriptions of gathering, processing and coding of geographic information in a standardized way to allow interoperable use in a variety of systems; from traditional methods such as geodesy and surveying to state-of-the-art remote sensing and photogrammetry; from cartography to geospatial web services. Discussions on geosemantic interoperability and security of open distributed geospatial information systems complete the comprehensive coverage. The final part describes a wide array of applications in science, industry and society at large, such as agriculture, defense, transportation, energy and utilities, health and human services. The part is enhanced by new chapters on smart cities and building information modeling, as well as a complete overview of the currently available open-source geographic information systems. Using standardized international terminology, in accordance with ISO/TC 211 and INSPIRE, this handbook facilitates collaboration between different disciplines and is a must have for practitioners and new comers in industry and academia.
Infinite Possible The Future With Computer Fundamentals
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Author : Jaishree Soni
language : en
Publisher:
Release Date : 2025-05-23
Infinite Possible The Future With Computer Fundamentals written by Jaishree Soni and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-23 with Computers categories.
In today’s digital age, Infinite Possible: The Future with Computer Fundamentals are at the core of nearly every aspect of our lives from education and communication to business and entertainment. As technology continues to evolve rapidly, a strong foundation in computer fundamentals has become essential not just for IT professionals, but for anyone seeking to thrive in a technology-driven world. This book, Computer Fundamentals, is designed to provide a clear and comprehensive introduction to the basic concepts of computing. It aims to equip readers with the foundational knowledge required to understand how computers work, how they are used, and how they impact our everyday lives. Whether you are a student embarking on your first computing course, a professional seeking to refresh your understanding, or a curious learner exploring the world of technology, this book will serve as a valuable starting point. The content of this book covers a wide range of topics, including the history and evolution of computers, computer hardware and software, operating systems, data storage, networking, internet basics, and an introduction to emerging technologies. Each chapter is structured to present concepts in a logical sequence, reinforced with practical examples and illustrations to enhance understanding. Special care has been taken to present complex ideas in a simple, accessible manner. Technical terms are clearly defined, and key concepts are summarized at the end of each chapter to aid retention and review. It is our hope that Computer Fundamentals not only provides readers with a solid understanding of core computing principles, but also sparks curiosity and encourages further exploration into the fascinating world of information technology. We extend our sincere thanks to the educators, reviewers, and learners who contributed insights and feedback during the development of this book. Their input has been invaluable in shaping the content and ensuring its clarity and relevance. Beginning engineering students are often thrown into advanced-level courses without a sufficient foundation in basic concepts. This can lead to unnecessary stress, as students feel unprepared when confronted with unfamiliar material. In the worst-case scenario, it may result in students dropping out or changing their majors when they realize their chosen field of engineering is not what they expected. The goal of this text is to provide an introductory overview of electrical and computer engineering. Computer Fundamentals is designed to serve as a textbook for a variety of introductory courses in IT and Computer Science. It is especially valuable for beginners due to its simplicity and clear explanations of core concepts. The book features numerous illustrative diagrams, practical examples, chapter summaries, end-of-chapter questions, and a glossary of key terms, making it an ideal resource for students new to the subject.