The Definitive Guide To Conversational Ai With Dialogflow And Google Cloud
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The Definitive Guide To Conversational Ai With Dialogflow And Google Cloud
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Author : Lee Boonstra
language : en
Publisher:
Release Date : 2021
The Definitive Guide To Conversational Ai With Dialogflow And Google Cloud written by Lee Boonstra and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
Build enterprise chatbots for web, social media, voice assistants, IoT, and telephony contact centers with Google's Dialogflow conversational AI technology. This book will explain how to get started with conversational AI using Google and how enterprise users can use Dialogflow as part of Google Cloud. It will cover the core concepts such as Dialogflow essentials, deploying chatbots on web and social media channels, and building voice agents including advanced tips and tricks such as intents, entities, and working with context. The Definitive Guide to Conversational AI with Dialogflow and Google Cloud also explains how to build multilingual chatbots, orchestrate sub chatbots into a bigger conversational platform, use virtual agent analytics with popular tools, such as BigQuery or Chatbase, and build voice bots. It concludes with coverage of more advanced use cases, such as building fulfillment functionality, building your own integrations, securing your chatbots, and building your own voice platform with the Dialogflow SDK and other Google Cloud machine learning APIs. After reading this book, you will understand how to build cross-channel enterprise bots with popular Google tools such as Dialogflow, Google Cloud AI, Cloud Run, Cloud Functions, and Chatbase. You will: Discover Dialogflow, Dialogflow Essentials, Dialogflow CX, and how machine learning is used Create Dialogflow projects for individuals and enterprise usage Work with Dialogflow essential concepts such as intents, entities, custom entities, system entities, composites, and how to track context Build bots quickly using prebuilt agents, small talk modules, and FAQ knowledge bases Use Dialogflow for an out-of-the-box agent review Deploy text conversational UIs for web and social media channels Build voice agents for voice assistants, phone gateways, and contact centers Create multilingual chatbots Orchestrate many sub-chatbots to build a bigger conversational platform Use chatbot analytics and test the quality of your Dialogflow agent See the new Dialogflow CX concepts, how Dialogflow CX fits in, and what's different in Dialogflow CX.
Conversational Artificial Intelligence
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Author : Romil Rawat
language : en
Publisher: John Wiley & Sons
Release Date : 2024-01-30
Conversational Artificial Intelligence written by Romil Rawat 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 2024-01-30 with Computers categories.
This book reviews present state-of-the-art research related to the security of cloud computing including developments in conversational AI applications. It is particularly suited for those that bridge the academic world and industry, allowing readers to understand the security concerns in advanced security solutions for conversational AI in the cloud platform domain by reviewing present and evolving security solutions, their limitations, and future research directions. Conversational AI combines natural language processing (NLP) with traditional software like chatbots, voice assistants, or an interactive voice recognition system to help customers through either a spoken or typed interface. Conversational chatbots that respond to questions promptly and accurately to help customers are a fascinating development since they make the customer service industry somewhat self-sufficient. A well-automated chatbot can decimate staffing needs, but creating one is a time-consuming process. Voice recognition technologies are becoming more critical as AI assistants like Alexa become more popular. Chatbots in the corporate world have advanced technical connections with clients thanks to improvements in artificial intelligence. However, these chatbots’ increased access to sensitive information has raised serious security concerns. Threats are one-time events such as malware and DDOS (Distributed Denial of Service) assaults. Targeted strikes on companies are familiar and frequently lock workers out. User privacy violations are becoming more common, emphasizing the dangers of employing chatbots. Vulnerabilities are systemic problems that enable thieves to break in. Vulnerabilities allow threats to enter the system, hence they are inextricably linked. Malicious chatbots are widely used to spam and advertise in chat rooms by imitating human behavior and discussions, or to trick individuals into disclosing personal information like bank account details.
Proceedings Of International Conference On Recent Innovations In Computing
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Author : Yashwant Singh
language : en
Publisher: Springer Nature
Release Date : 2023-05-02
Proceedings Of International Conference On Recent Innovations In Computing written by Yashwant Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-02 with Technology & Engineering categories.
This book features selected papers presented at the 5th International Conference on Recent Innovations in Computing (ICRIC 2022), held on May 13–14, 2022, at the Central University of Jammu, India, and organized by the university’s Department of Computer Science and Information Technology. The conference was hosted in association with ELTE, Hungary; Knowledge University, Erbil; Cyber Security Research Lab and many other national & international partners. The book is divided into two volumes, and it includes the latest research in the areas of software engineering, cloud computing, computer networks and Internet technologies, artificial intelligence, information security, database and distributed computing, and digital India.
Telematics And Computing
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Author : Miguel Félix Mata-Rivera
language : en
Publisher: Springer Nature
Release Date : 2024-11-26
Telematics And Computing written by Miguel Félix Mata-Rivera and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-26 with Computers categories.
This two-volume set constitutes the refereed proceedings of the 13th International Conference on Telematics and Computing , WITCOM 2024, which took place in Mazatlan, Mexico, during November 4–8, 2024. The 41 full papers presented in this volume were carefully reviewed and selected from 91 submissions. The papers focus on the topics of environment monitoring, information systems, IoT, education, artificial intelligence techniques, cybersecurity, data science, and energy, with applications to different case of study.
Official Google Cloud Certified Professional Machine Learning Engineer Study Guide
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Author : Mona Mona
language : en
Publisher: John Wiley & Sons
Release Date : 2023-10-27
Official Google Cloud Certified Professional Machine Learning Engineer Study Guide written by Mona Mona 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 2023-10-27 with Computers categories.
Expert, guidance for the Google Cloud Machine Learning certification exam In Google Cloud Certified Professional Machine Learning Study Guide, a team of accomplished artificial intelligence (AI) and machine learning (ML) specialists delivers an expert roadmap to AI and ML on the Google Cloud Platform based on new exam curriculum. With Sybex, you’ll prepare faster and smarter for the Google Cloud Certified Professional Machine Learning Engineer exam and get ready to hit the ground running on your first day at your new job as an ML engineer. The book walks readers through the machine learning process from start to finish, starting with data, feature engineering, model training, and deployment on Google Cloud. It also discusses best practices on when to pick a custom model vs AutoML or pretrained models with Vertex AI platform. All technologies such as Tensorflow, Kubeflow, and Vertex AI are presented by way of real-world scenarios to help you apply the theory to practical examples and show you how IT professionals design, build, and operate secure ML cloud environments. The book also shows you how to: Frame ML problems and architect ML solutions from scratch Banish test anxiety by verifying and checking your progress with built-in self-assessments and other practical tools Use the Sybex online practice environment, complete with practice questions and explanations, a glossary, objective maps, and flash cards A can’t-miss resource for everyone preparing for the Google Cloud Certified Professional Machine Learning certification exam, or for a new career in ML powered by the Google Cloud Platform, this Sybex Study Guide has everything you need to take the next step in your career.
Google Cloud Associate Cloud Engineer Certification Guide
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Author : Arijit Sarkar
language : en
Publisher: BPB Publications
Release Date : 2025-05-21
Google Cloud Associate Cloud Engineer Certification Guide written by Arijit Sarkar and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-21 with Computers categories.
DESCRIPTION With the emergence of cloud computing, organizations are moving their workloads to the public cloud to reduce the capital expenditure towards on-premises IT infrastructure. Google Cloud Platform is one of the major public cloud platforms. Hence, learning about it in depth is crucial for anyone aiming to excel in the cloud computing landscape. This book systematically explores GCP, starting with cloud fundamentals and an overview of GCP services, followed by the ACE exam scope. You will gain practical skills in the console, Cloud Shell, billing, APIs, and IAM, and explore storage (GCS) and databases (Cloud SQL, Spanner). You will master compute through VMs, Cloud Run, GKE, App Engine, Cloud Functions, learn networking with VPC, firewall rules, load balancing, DNS, CDN, and NAT, and discover big data, AI/ML, deployment, and monitoring. You will understand the application lifecycle and ACE exam specifics with practice simulations. By the end of this book, you will be well-prepared to confidently tackle the Associate Cloud Engineer certification exam and equipped with the practical knowledge to effectively design, deploy, and manage solutions on GCP, ready to contribute meaningfully to cloud-driven projects. WHAT YOU WILL LEARN ● Understand cloud computing in enterprise environment. ● Google Cloud Platform Compute Platforms / Services. ● Different database options in Google Cloud Platform for various use cases. ● End-to-end use case implementation in Google Cloud Platform. ● Detailed explanation on networking in cloud computing. ● Confidently apply GCP knowledge for ACE certification and cloud roles. WHO THIS BOOK IS FOR This book is for IT professionals familiar with on-premises infrastructure or those new to public cloud, including system administrators, developers, and cloud enthusiasts. Students aiming to learn Google Cloud Platform as their entry into cloud computing will also find this guide beneficial. Prior networking and operating system basics are helpful but not mandatory. TABLE OF CONTENTS 1. Cloud Computing with GCP 2. Overview of Google Cloud Associate Cloud Engineer Certification 3. Understanding GCP Console, Cloud Shell, Billing, and APIs 4. Identity and Access Management in GCP 5. Storage Solutions in GCP (Block, Network File and Object) 6. Understanding Different Databases in GCP 7. Google Compute Engine 8. Cloud Run 9. Google Kubernetes Engine 10. Cloud Functions 11. App Engine 12. Networking in GCP 13. Networking in GCP Firewall Rules, Load Balancing, DNS, CDN and NAT 14. Big Data Processing, AI, Deployment and Monitoring in GCP 15. End-to-End Application Lifecycle in GCP Design, Build, Test, Deployment and Montoring 16. Specific Topics for GCP ACE Exam 17. Practice Test 1 18. Practice Test 2
Human Computer Interaction Interact 2023
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Author : José Abdelnour Nocera
language : en
Publisher: Springer Nature
Release Date : 2023-08-24
Human Computer Interaction Interact 2023 written by José Abdelnour Nocera and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-24 with Computers categories.
The four-volume set LNCS 14442 -14445 constitutes the proceedings of the 19th IFIP TC 13 International Conference on Human-Computer Interaction, INTERACT 2023, held in York, UK, in August/September 2023. The 71 full papers and 58 short papers included in this book were carefully reviewed and selected from 406 submissions. They were organized in topical sections as follows: 3D Interaction; Accessibility; Accessibility and Aging; Accessibility for Auditory/Hearing Disabilities; Co-Design; Cybersecurity and Trust; Data Physicalisation and Cross-device; Eye-Free, Gesture Interaction and Sign Language; Haptic interaction and Healthcare applications; Self-Monitoring; Human-Robot Interaction; Information Visualization; Information Visualization and 3D Interaction; Interacting with Children; Interaction with Conversational Agents; Methodologies for HCI; Model-Based UI Design and Testing; Montion Sickness, Stress and Risk perception in 3D Environments and Multisensory interaction; VR experiences; Natural Language Processing and AI Explainability; Online Collaboration and Cooperative work; Recommendation Systems and AI Explainability; Social AI; Social and Ubiquitous Computing; Social Media and Digital Learning; Understanding Users and Privacy Issues; User movement and 3D Environments; User Self-Report; User Studies; User Studies, Eye-Tracking, and Physiological Data; Virtual Reality; Virtual Reality and Training; Courses; Industrial Experiences; Interactive Demonstrations; Keynotes; Panels; Posters; and Workshops.
Google Cloud Ai Services Quick Start Guide
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Author : Arvind Ravulavaru
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-05-30
Google Cloud Ai Services Quick Start Guide written by Arvind Ravulavaru 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 2018-05-30 with Computers categories.
Leverage the power of various Google Cloud AI Services by building a smart web application using MEAN Stack Key Features Start working with the Google Cloud Platform and the AI services it offers Build smart web applications by combining the power of Google Cloud AI services and the MEAN stack Build a web-based dashboard of smart applications that perform language processing, translation, and computer vision on the cloud Book Description Cognitive services are the new way of adding intelligence to applications and services. Now we can use Artificial Intelligence as a service that can be consumed by any application or other service, to add smartness and make the end result more practical and useful. Google Cloud AI enables you to consume Artificial Intelligence within your applications, from a REST API. Text, video and speech analysis are among the powerful machine learning features that can be used. This book is the easiest way to get started with the Google Cloud AI services suite and open up the world of smarter applications. This book will help you build a Smart Exchange, a forum application that will let you upload videos, images and perform text to speech conversions and translation services. You will use the power of Google Cloud AI Services to make our simple forum application smart by validating the images, videos, and text provided by users to Google Cloud AI Services and make sure the content which is uploaded follows the forum standards, without a human curator involvement. You will learn how to work with the Vision API, Video Intelligence API, Speech Recognition API, Cloud Language Process, and Cloud Translation API services to make your application smarter. By the end of this book, you will have a strong understanding of working with Google Cloud AI Services, and be well on the way to building smarter applications. What you will learn Understand Google Cloud Platform and its Cloud AI services Explore the Google ML Services Work with an Angular 5 MEAN stack application Integrate Vision API, Video Intelligence API for computer vision Be ready for conversational experiences with the Speech Recognition API, Cloud Language Process and Cloud Translation API services Build a smart web application that uses the power of Google Cloud AI services to make apps smarter Who this book is for This book is ideal for data professionals and web developers who want to use the power of Google Cloud AI services in their projects, without the going through the pain of mastering machine learning for images, videos and text. Some familiarity with the Google Cloud Platform will be helpful.
Google Cloud Platform All In One Guide
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Author : Praveen Kukreti
language : en
Publisher: BPB Publications
Release Date : 2023-01-16
Google Cloud Platform All In One Guide written by Praveen Kukreti and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-16 with Computers categories.
Explore the Essential Concepts, Tools, and Services in GCP KEY FEATURES ● Build a solid foundation of the Google Cloud Platform. ● Work with different AI and Machine Learning services offered by Google Cloud. ● Learn how to use Google cloud services to build scalable apps. DESCRIPTION Google Cloud platform has a suite of cloud computing services for developing and maintaining software. It includes products like Google Compute Engine, Google App Engine, Google Cloud Storage, and Google Container Engine. With so much to offer, we will learn how to manage services running on Google Cloud. ‘Google Cloud Platform All-In-One Guide’ is primarily for everyone who wants to get familiar with the comprehensive list of services in GCP. You will work with various cloud-based services in computing, storage, database, and networking domains. You will understand how Big Data services can be used for developing end-to-end ETL/ELT pipelines. Lastly, you will explore various APIs available in Google cloud. The book ends with a chapter on best practices that will help you maximize resource utilization and cost optimization. By the end of the book, you will be able to design, develop, and deploy apps in GCP. WHAT YOU WILL LEARN ● Explore and work with security and monitoring services in Google Cloud. ● Learn how to build an ETL Pipeline in the Google Cloud Platform. ● Build and deploy code-based custom models using Vertex AI and Jupyter notebook. ● Learn how to create workflows using GCP services. ● Get an overview of best practices for securely deploying your workloads on Google Cloud. WHO THIS BOOK IS FOR This book is for everyone new to cloud computing or Google cloud. Cloud professionals who are looking to migrate their services to the Google cloud platform will find this book helpful. TABLE OF CONTENTS 1. Cloud Computing Fundamentals 2. Compute in Google Cloud 3. Storage in Google Cloud 4. Database Services in Google Cloud 5. Networking in Google Cloud 6. Security and Monitoring Services in Google Cloud 7. Big Data in Google Cloud 8. AI/ML in Google Cloud 9. Orchestration Services in GCP 10. Migration Services in GCP 11. Best Practices 12. Bonus Chapter 13. Use Cases
The Ultimate Guide To Building A Google Cloud Foundation
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Author : Patrick Haggerty
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-08-26
The Ultimate Guide To Building A Google Cloud Foundation written by Patrick Haggerty 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 2022-08-26 with Computers categories.
Follow Google's own ten-step plan to construct a secure, reliable, and extensible foundation for all your Google Cloud base infrastructural needs Key FeaturesBuild your foundation in Google Cloud with this clearly laid out, step-by-step guideGet expert advice from one of Google's top trainersLearn to build flexibility and security into your Google Cloud presence from the ground upBook Description From data ingestion and storage, through data processing and data analytics, to application hosting and even machine learning, whatever your IT infrastructural need, there's a good chance that Google Cloud has a service that can help. But instant, self-serve access to a virtually limitless pool of IT resources has its drawbacks. More and more organizations are running into cost overruns, security problems, and simple "why is this not working?" headaches. This book has been written by one of Google's top trainers as a tutorial on how to create your infrastructural foundation in Google Cloud the right way. By following Google's ten-step checklist and Google's security blueprint, you will learn how to set up your initial identity provider and create an organization. Further on, you will configure your users and groups, enable administrative access, and set up billing. Next, you will create a resource hierarchy, configure and control access, and enable a cloud network. Later chapters will guide you through configuring monitoring and logging, adding additional security measures, and enabling a support plan with Google. By the end of this book, you will have an understanding of what it takes to leverage Terraform for properly building a Google Cloud foundational layer that engenders security, flexibility, and extensibility from the ground up. What you will learnCreate an organizational resource hierarchy in Google CloudConfigure user access, permissions, and key Google Cloud Platform (GCP) security groupsConstruct well thought out, scalable, and secure virtual networksStay informed about the latest logging and monitoring best practicesLeverage Terraform infrastructure as code automation to eliminate toilLimit access with IAM policy bindings and organizational policiesImplement Google's secure foundation blueprintWho this book is for This book is for anyone looking to implement a secure foundational layer in Google Cloud, including cloud engineers, DevOps engineers, cloud security practitioners, developers, infrastructural management personnel, and other technical leads. A basic understanding of what the cloud is and how it works, as well as a strong desire to build out Google Cloud infrastructure the right way will help you make the most of this book. Knowledge of working in the terminal window from the command line will be beneficial.