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Chatbots · LearnSpace
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courseraIT и технологии

Chatbots

Курс от Johns Hopkins University
Средний≈ 13.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The course "Chatbots" offers a deep dive into the world of chatbots, equipping learners with the skills to design, build, and optimize conversational interfaces. You will explore the evolution of chatbot technology and understand the fundamental mechanics that drive their functionality. Through hands-on projects using Amazon Lex and AWS, you'll not only learn to create chatbots but also how to evaluate their performance using machine learning classifiers. What sets this course apart is its practical approach, allowing you to apply theoretical knowledge in real-world scenarios. Collaborating with peers, you’ll tackle challenges together, enhancing your problem-solving skills while fostering a supportive learning environment. By the end of the course, you’ll have the confidence to develop functional chatbots tailored for various applications, from customer service to personal assistants. Whether you are a novice looking to enter the tech field or an experienced professional aiming to expand your skill set, this course provides invaluable insights and practical tools to advance your career in the rapidly growing chatbot landscape. Join us to unlock the potential of conversational AI!

Навыки, которые вы освоите

Natural Language ProcessingMachine Learning MethodsAmazon Web ServicesTensorflowApplied Machine LearningSoftware DesignClassification AlgorithmsModel EvaluationArtificial IntelligenceLarge Language Modeling

Программа курса

4 модулей · 24 учебных материалов

01Course Introduction2 материалов
Course OverviewЧтениеInstructor Biography - Dr. Ian McCullohPLUGIN
02Introduction to Chatbots7 материалов

History and Evolution of Chatbots

Introduction to ChatbotsВидео

Учитесь у экспертов

Ian McCulloh

Преподаватель курса

Chatbots
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Обучение на Coursera

≈ 13.5 ч

4 модулей

Язык: Английский

Субтитры: Узбекский, Казахский

Часть программы вашего университета
Reading ReferencesЧтение
History and Evolution of ChatbotsЗадание

Mechanics and Design Principles of Chatbots

Mechanics and Design Principles of a Chatbot with Amazon LexВидеоReading ReferencesЧтениеMechanics and Design Principles of ChatbotsЗадание

Module-end Assessments

Introduction to ChatbotsЗадание
03Building a Classifier4 материалов

Constructing an ML Classifier with Crowdsourced Data

Reading ReferencesЧтениеConstructing an ML Classifier with Crowdsourced DataЗадание

Module-end Assessments

Practice Lab: Developing a Machine Learning ClassifierЛабораторнаяBuilding a ClassifierЗадание
04Create Your Own Chatbot11 материалов

Introduction to Creating Chatbots

Conceptual VideoPLUGINReading ReferencesЧтениеVideo: Review Demo 1PLUGINVideo: Review Demo 2PLUGINVideo: Review Demo 3PLUGINIntroduction to Creating ChatbotsЗадание

Hands-on AWS Chatbot Development

Reading ReferencesЧтениеVideo: Help your ClassmatesPLUGINReadings ReferencesЧтениеHands-on AWS Chatbot DevelopmentЗадание

Module-end Assessments

Create Your Own ChatbotЗадание