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Chatbots Development with Amazon Lex · LearnSpace
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courseraIT и технологии

Chatbots Development with Amazon Lex

Курс от Packt
Средний≈ 5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. This course offers a comprehensive guide to creating intelligent chatbots using Amazon Lex. It begins with an introduction to Amazon Web Services (AWS), explaining how cloud services can enhance chatbot development. You'll explore key AWS offerings, their flexibility, and scalability, and learn the core components of building and deploying chatbots. The journey starts with understanding the basics of Amazon Lex bots, their architecture, and their integration within the AWS ecosystem. As you advance, the course delves deeper into the technicalities of chatbot creation, connecting Lex with AWS Lambda and Twilio. You'll gain insights into how to manage intents, slots, and utterances to create a seamless user experience. Through hands-on examples, you'll learn to develop and test various chatbot components, set up response cards, and handle custom slot types, ensuring your bots can respond efficiently to user inputs. By integrating Lambda functions, you'll enhance chatbot functionality, enabling dynamic and context-aware interactions. Towards the course's conclusion, you’ll deploy your chatbot across platforms, including websites and WhatsApp, using tools like Twilio and Kommunicate.io. You’ll also explore Python’s Boto library for code-based deployment. By the end, you will have mastered chatbot building, testing, and deployment strategies, ready to create powerful AI-driven bots for business or personal use. This course is ideal for developers, AI enthusiasts, and technical professionals interested in creating chatbots using Amazon Lex. Basic knowledge of AWS and Python is recommended.

Навыки, которые вы освоите

Application DeploymentAmazon Web ServicesCloud DeploymentArtificial IntelligenceServerless ComputingNatural Language ProcessingCloud ServicesContext ManagementSoftware Testing

Программа курса

3 модулей · 39 учебных материалов

01Introduction5 материалов

Introduction

Course IntroductionВидеоFull Course ResourcesЧтениеInstructor IntroductionВидеоAI Sciences IntroductionВидео

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Packt - Course Instructors

Преподаватель курса

Chatbots Development with Amazon Lex
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5 ч

3 модулей

Язык: Английский

Часть программы вашего университета
Course DescriptionВидео
02Fundamentals of AWS for Chatbots8 материалов

Fundamentals of AWS for Chatbots

Module OverviewВидеоOverview of AWSВидеоServices of AWSВидеоSalient Features of AWSВидеоLex Bot OverviewВидеоBenefits of Amazon LexВидеоFramework of LexВидеоExploring AWS and Amazon LexDIALOGUE
03Chatbot Development with AWS Lex and AWS Lambda26 материалов

Chatbot Development with AWS Lex and AWS Lambda

Module OverviewВидеоChatbot StepsВидеоAWS Lambda StepsВидеоTwilio and WebsiteВидеоResponse CardsВидеоStart Developing ChatbotВидеоIntent Utterance and SlotВидеоMaking UtterancesВидеоGeneric Utterance with SlotsВидеоAdding Custom SlotsВидеоBuild and TestВидеоVisual BuilderВидеоLambda IntroductionВидеоInterconnectionВидеоStarting Lambda CodeВидеоSession state Dialog Hook and Dialog ActionВидеоCompleting Lambda FunctionВидеоTesting Our ChatbotВидеоChatbot Deployment on WhatsApp with TwilioВидеоIntegration with BotoВидеоResponses with BotoВидеоChatbot on WebsiteВидеоResponse Cards for User ExperienceВидеоComplete Chatbot with Response CardsВидеоFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание