Enterprise Ai In The Cloud

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Enterprise Ai In The Cloud
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Author : Rabi Jay
language : en
Publisher: John Wiley & Sons
Release Date : 2023-12-20
Enterprise Ai In The Cloud written by Rabi Jay 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 2023-12-20 with Computers categories.
Embrace emerging AI trends and integrate your operations with cutting-edge solutions Enterprise AI in the Cloud: A Practical Guide to Deploying End-to-End Machine Learning and ChatGPT Solutions is an indispensable resource for professionals and companies who want to bring new AI technologies like generative AI, ChatGPT, and machine learning (ML) into their suite of cloud-based solutions. If you want to set up AI platforms in the cloud quickly and confidently and drive your business forward with the power of AI, this book is the ultimate go-to guide. The author shows you how to start an enterprise-wide AI transformation effort, taking you all the way through to implementation, with clearly defined processes, numerous examples, and hands-on exercises. You'll also discover best practices on optimizing cloud infrastructure for scalability and automation. Enterprise AI in the Cloud helps you gain a solid understanding of: AI-First Strategy: Adopt a comprehensive approach to implementing corporate AI systems in the cloud and at scale, using an AI-First strategy to drive innovation State-of-the-Art Use Cases: Learn from emerging AI/ML use cases, such as ChatGPT, VR/AR, blockchain, metaverse, hyper-automation, generative AI, transformer models, Keras, TensorFlow in the cloud, and quantum machine learning Platform Scalability and MLOps (ML Operations): Select the ideal cloud platform and adopt best practices on optimizing cloud infrastructure for scalability and automation AWS, Azure, Google ML: Understand the machine learning lifecycle, from framing problems to deploying models and beyond, leveraging the full power of Azure, AWS, and Google Cloud platforms AI-Driven Innovation Excellence: Get practical advice on identifying potential use cases, developing a winning AI strategy and portfolio, and driving an innovation culture Ethical and Trustworthy AI Mastery: Implement Responsible AI by avoiding common risks while maintaining transparency and ethics Scaling AI Enterprise-Wide: Scale your AI implementation using Strategic Change Management, AI Maturity Models, AI Center of Excellence, and AI Operating Model Whether you're a beginner or an experienced AI or MLOps engineer, business or technology leader, or an AI student or enthusiast, this comprehensive resource empowers you to confidently build and use AI models in production, bridging the gap between proof-of-concept projects and real-world AI deployments. With over 300 review questions, 50 hands-on exercises, templates, and hundreds of best practice tips to guide you through every step of the way, this book is a must-read for anyone seeking to accelerate AI transformation across their enterprise.
Artificial Intelligence
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Author : David R. Martinez
language : en
Publisher: MIT Press
Release Date : 2024-06-11
Artificial Intelligence written by David R. Martinez and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-11 with Computers categories.
The first text to take a systems engineering approach to artificial intelligence (AI), from architecture principles to the development and deployment of AI capabilities. Most books on artificial intelligence (AI) focus on a single functional building block, such as machine learning or human-machine teaming. Artificial Intelligence takes a more holistic approach, addressing AI from the view of systems engineering. The book centers on the people-process-technology triad that is critical to successful development of AI products and services. Development starts with an AI design, based on the AI system architecture, and culminates with successful deployment of the AI capabilities. Directed toward AI developers and operational users, this accessibly written volume of the MIT Lincoln Laboratory Series can also serve as a text for undergraduate seniors and graduate-level students and as a reference book. Key features: In-depth look at modern computing technologies Systems engineering description and means to successfully undertake an AI product or service development through deployment Existing methods for applying machine learning operations (MLOps) AI system architecture including a description of each of the AI pipeline building blocks Challenges and approaches to attend to responsible AI in practice Tools to develop a strategic roadmap and techniques to foster an innovative team environment Multiple use cases that stem from the authors’ MIT classes, as well as from AI practitioners, AI project managers, early-career AI team leaders, technical executives, and entrepreneurs Exercises and Jupyter notebook examples
The Ai Atlas
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Author : Vitalii Starosta
language : en
Publisher: Vitalii Starosta
Release Date :
The Ai Atlas written by Vitalii Starosta and has been published by Vitalii Starosta this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
The AI revolution is here, but it doesn’t come with a map... until now. Feeling overwhelmed by the dizzying pace of innovation and the thousands of new AI tools launching every month? You’re not alone. In this new digital frontier, the greatest challenge is separating the signal from the noise. The AI Atlas is your definitive guide, a meticulously curated directory of 1001 of the most powerful, innovative, and game-changing AI tools available today. This is more than just a list—it’s your key to unlocking the future. What’s Inside? Each of the 1001 entries is structured for clarity and speed, giving you: · Tool Name & Direct Link: The official name and a direct URL to access it instantly. · A Concise Description: A professional summary of the tool’s core purpose and value. · Detailed Tags & Categories: See where each tool fits with clear labels (e.g., Image & Design Tools > Image Generation & Art) to find similar tools fast. · Keywords & Core Competencies: A scannable list of its key features and strengths. A Glimpse Into the Chapters Our 12 comprehensive chapters provide a masterclass in the current state of AI. You will discover how to: · Supercharge Your Business: Explore tools for marketing, sales, advertising, and data analytics that give you a powerful competitive edge. · Unleash Your Creativity: Master AI that generates stunning images, composes original music, produces professional videos, and even assists in writing novels. · Accelerate Development: Find AI coding assistants, testing tools, and foundational platforms that are revolutionizing how software is built. · Boost Your Productivity: Automate tedious tasks, manage your projects, and conquer your inbox with intelligent assistants that work for you. Whether you are an entrepreneur trying to scale, a creator exploring new frontiers of artistry, a developer building the future, or a professional aiming to reclaim your time, The AI Atlas is the most well-organized and essential toolkit for navigating the age of artificial intelligence. Your journey starts now.
Large Language Model Based Solutions
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Author : Shreyas Subramanian
language : en
Publisher: John Wiley & Sons
Release Date : 2024-04-02
Large Language Model Based Solutions written by Shreyas Subramanian 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 2024-04-02 with Computers categories.
Learn to build cost-effective apps using Large Language Models In Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications, Principal Data Scientist at Amazon Web Services, Shreyas Subramanian, delivers a practical guide for developers and data scientists who wish to build and deploy cost-effective large language model (LLM)-based solutions. In the book, you'll find coverage of a wide range of key topics, including how to select a model, pre- and post-processing of data, prompt engineering, and instruction fine tuning. The author sheds light on techniques for optimizing inference, like model quantization and pruning, as well as different and affordable architectures for typical generative AI (GenAI) applications, including search systems, agent assists, and autonomous agents. You'll also find: Effective strategies to address the challenge of the high computational cost associated with LLMs Assistance with the complexities of building and deploying affordable generative AI apps, including tuning and inference techniques Selection criteria for choosing a model, with particular consideration given to compact, nimble, and domain-specific models Perfect for developers and data scientists interested in deploying foundational models, or business leaders planning to scale out their use of GenAI, Large Language Model-Based Solutions will also benefit project leaders and managers, technical support staff, and administrators with an interest or stake in the subject.
Learn Vertex Ai
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Author : Diego Rodrigues
language : en
Publisher: StudioD21
Release Date : 2025-06-27
Learn Vertex Ai written by Diego Rodrigues and has been published by StudioD21 this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-27 with Business & Economics categories.
LEARN VERTEX AI Implement Enterprise AI on Google Cloud This book is aimed at technology professionals, data engineers, and students who want to master the use of Vertex AI for creating, automating, and governing artificial intelligence projects in corporate Google Cloud environments. Learn how to structure machine learning pipelines, integrate data, automate deployment and versioning processes, monitor performance, and implement MLOps and DataOps practices with security, scalability, and compliance. Explore practical integrations with BigQuery, Dataflow, Pub/Sub, Cloud Storage, as well as leading frameworks such as TensorFlow, PyTorch, and scikit-learn. Develop skills in multi-cloud deployment, model tuning, cost control, CI/CD automation, and complete governance of the data and model lifecycle. • Professional setup of Vertex AI on Google Cloud • Building automated and scalable machine learning pipelines • Advanced integration with BigQuery, Dataflow, Pub/Sub, and Cloud Storage • Deployment, versioning, and monitoring of production models • Orchestration with TensorFlow, PyTorch, scikit-learn, AutoML, and containers • CI/CD automation, performance tuning, cost control • Implementation of Feature Store, Model Registry, and access policies • Governance, auditing, compliance, and data security in AI • MLOps, DataOps strategies, and multi-cloud integration • Real-world applications, certification preparation, and critical projects Master Vertex AI and become a reference in corporate AI, delivering scalable, auditable projects aligned with global market demands. vertex ai, google cloud, machine learning, nvidia, pipelines, automation, bigquery, dataflow, pub/sub, cloud storage, ci/cd, mlops, automl, tensorflow, pytorch, feature store, model registry, dataops, model deployment, orchestration, monitoring, governance, data security
The Future Of Cloud Computing Al Driven Deep Learning And Neural Network Innovations
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Author : Sanjay Ramdas Bauskar
language : en
Publisher: BUDHA PUBLISHER
Release Date :
The Future Of Cloud Computing Al Driven Deep Learning And Neural Network Innovations written by Sanjay Ramdas Bauskar and has been published by BUDHA PUBLISHER this book supported file pdf, txt, epub, kindle and other format this book has been release on with Transportation categories.
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Data Analytics And Digital Transformation
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Author : Erik Beulen
language : en
Publisher: Taylor & Francis
Release Date : 2023-12-01
Data Analytics And Digital Transformation written by Erik Beulen and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-01 with Business & Economics categories.
Understanding the significance of data analytics is paramount for digital transformation but in many organizations they are separate units without fully aligned goals. As organizations are applying digital transformations to be adaptive and agile in a competitive environment, data analytics can play a critical role in their success. This book explores the crossroads between them and how to leverage their connection for improved business outcomes. The need to collaborate and share data is becoming an integral part of digital transformation. This not only creates new opportunities but also requires well-considered and continuously assessed decision-making as competitiveness is at stake. This book details approaches, concepts, and frameworks, as well as actionable insights and good practices, including combined data management and agile concepts. Critical issues are discussed such as data quality and data governance, as well as compliance, privacy, and ethics. It also offers insights into how both private and public organizations can innovate and keep up with growing data volumes and increasing technological developments in the short, mid, and long term. This book will be of direct appeal to global researchers and students across a range of business disciplines, including technology and innovation management, organizational studies, and strategic management. It is also relevant for policy makers, regulators, and executives of private and public organizations looking to implement successful transformation policies.
Introduction To Ibm Powervm
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Author : Turgut Genc
language : en
Publisher: IBM Redbooks
Release Date : 2023-03-13
Introduction To Ibm Powervm written by Turgut Genc and has been published by IBM Redbooks this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-13 with Computers categories.
Virtualization plays an important role in resource efficiency by optimizing performance, reducing costs, and improving business continuity. IBM PowerVM® provides a secure and scalable server virtualization environment for IBM AIX®, IBM® i, and Linux applications. PowerVM is built on the advanced reliability, availability, and serviceability (RAS) features and leading performance of IBM Power servers. This IBM Redbooks® publication introduces PowerVM virtualization technologies on Power servers. This publication targets clients who are new to Power servers and introduces the available capabilities of the PowerVM platform. This publication includes the following chapters: Chapter 1, "IBM PowerVM overview" introduces PowerVM and provides a high-level overview of the capabilities and benefits of the platform. Chapter 2, "IBM PowerVM features in details" provides a more in-depth review of PowerVM capabilities for system administrators and architects to familiarize themselves with its features. Chapter 3, "Planning for IBM PowerVM" provides planning guidance about PowerVM to prepare for the implementation of the solution. Chapter 4, "Implementing IBM PowerVM" describes and details configuration steps to implement PowerVM, starting from implementing the Virtual I/O Server (VIOS) to storage and network I/O virtualization configurations. Chapter 5, "Managing the PowerVM environment" focuses on systems management, day-to-day operations, monitoring, and maintenance. Chapter 6, "Automation on IBM Power servers" explains available techniques, utilities, and benefits of modern automation solutions.
Artificial Intelligence Technology
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Author : Huawei Technologies Co., Ltd.
language : en
Publisher: Springer Nature
Release Date : 2022-10-21
Artificial Intelligence Technology written by Huawei Technologies Co., Ltd. and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-21 with Computers categories.
This open access book aims to give our readers a basic outline of today’s research and technology developments on artificial intelligence (AI), help them to have a general understanding of this trend, and familiarize them with the current research hotspots, as well as part of the fundamental and common theories and methodologies that are widely accepted in AI research and application. This book is written in comprehensible and plain language, featuring clearly explained theories and concepts and extensive analysis and examples. Some of the traditional findings are skipped in narration on the premise of a relatively comprehensive introduction to the evolution of artificial intelligence technology. The book provides a detailed elaboration of the basic concepts of AI, machine learning, as well as other relevant topics, including deep learning, deep learning framework, Huawei MindSpore AI development framework, Huawei Atlas computing platform, Huawei AI open platform for smart terminals, and Huawei CLOUD Enterprise Intelligence application platform. As the world’s leading provider of ICT (information and communication technology) infrastructure and smart terminals, Huawei’s products range from digital data communication, cyber security, wireless technology, data storage, cloud computing, and smart computing to artificial intelligence.
A Small And Medium Enterprise S Guide To Innovation And Growth
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Author : Bunmi Alabi-Adebajo
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2025-07-04
A Small And Medium Enterprise S Guide To Innovation And Growth written by Bunmi Alabi-Adebajo and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-04 with Business & Economics categories.
Unlock the potential of Artificial Intelligence (AI) with this transformative guide tailored for Small and Medium Enterprises (SMEs). Dr Bunmi Alabi-Adebajo breaks down complex AI concepts into actionable strategies, empowering businesses to innovate, grow, and compete in the digital age. From building a data-driven culture to adopting AI for operational efficiency and customer personalization, this book provides real-world applications, case studies, and practical advice. Learn how to harness AI to streamline processes, enhance decision-making, and outpace industry giants. Whether you're just starting your AI journey or looking to scale advanced solutions, this book equips you with the tools to thrive in an AI-driven future. Step confidently from Main Street to AI Street and redefine your business potential!