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Introduction to Chatbots - Build Your First AI Assistant · LearnSpace
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Introduction to Chatbots - Build Your First AI Assistant

Курс от Packt
Начальный≈ 5.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course 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. In this course, you'll embark on a comprehensive journey to build your very first AI-powered chatbot. The course will guide you through every step, from understanding the different types of chatbots to deploying your own creation. By leveraging practical demonstrations and expert-led instructions, you'll gain hands-on experience in creating chatbots using popular tools like Streamlit and Gemini, alongside machine learning techniques. The course structure is designed to take you from basic concepts to advanced applications, providing an in-depth exploration of chatbot architecture, workflows, and how to interact with different data formats such as CSV files and documents. Throughout the journey, you will work on real-world projects, including building single-page and multi-page chatbot applications, and even creating bots capable of generating images and answering file-based queries. This course is perfect for beginners looking to dive into AI and chatbot development. No prior experience in AI or machine learning is required, but basic programming knowledge will help you understand the concepts better. The course is ideal for aspiring developers, business professionals, or anyone interested in creating conversational AI systems. By the end of the course, you will be able to understand the architecture of a chatbot, develop various chatbot applications, integrate machine learning models into your bots, and deploy them to the cloud. You will also have the skills to customize bots for different industries and purposes, making you proficient in chatbot development.

Навыки, которые вы освоите

Cloud DeploymentAI literacyArtificial IntelligenceApplication DeploymentGeminiDevelopment EnvironmentGenerative AILLM ApplicationApplication DevelopmentLarge Language ModelingSoftware Development ToolsGoogle GeminiSoftware ArchitectureSoftware InstallationModel DeploymentAI IntegrationsAI WorkflowsAI Personalization

Программа курса

7 модулей · 31 учебных материалов

01Course Introduction2 материалов

Course Introduction

Course IntroductionВидеоFull Course Resources Чтение
02Introduction to Chatbots4 материалов

Introduction to Chatbots

What Is a Chatbot? What Are the Different Types of Chatbots?Видео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

Introduction to Chatbots - Build Your First AI Assistant
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Обучение на Coursera

≈ 5.9 ч

7 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Корейский, Пушту, Индонезийский, Испанский, Дари, Японский

Часть программы вашего университета
Use CasesВидео
Understanding Chatbots and Their TypesDIALOGUE
Introduction to Chatbots - AssessmentЗадание
03Prerequisites and Tools Setup6 материалов

Prerequisites and Tools Setup

PrerequisitesВидеоStreamlit Basics + DocumentationВидеоDemonstration - Environment SetupВидеоDemonstration - Sample Hello ApplicationВидеоSetting Up Your First Streamlit Chatbot AppDIALOGUEPrerequisites and Tools Setup - AssessmentЗадание
04Understanding Chatbot Architecture4 материалов

Understanding Chatbot Architecture

Chatbot ArchitectureВидеоChatbot WorkflowВидеоExploring Chatbot Architecture and WorkflowDIALOGUEUnderstanding Chatbot Architecture - AssessmentЗадание
05Hands-on Demonstration - Build Your Chatbot9 материалов

Hands-on Demonstration - Build Your Chatbot

Demonstration - Single Page Chatbot Application with Gemini (Part 1)ВидеоDemonstration - Single Page Chatbot Application with Gemini (Part 2)ВидеоDemonstration - Multipage Application Using StreamlitВидеоDemonstration - File Q&A BotВидеоDemonstration - CSV BotВидеоDemonstration - Image Generation BotВидеоDemonstration - Integrating Local Model with OllamaВидеоBuilding a Local Chatbot with Ollama and StreamlitDIALOGUEHands-on Demonstration - Build Your Chatbot - AssessmentЗадание
06Deploying the Chatbot Application3 материалов

Deploying the Chatbot Application

Demonstration - Deploying Your Chatbot on Streamlit CloudВидеоDeploying a Python Chatbot on Streamlit Community CloudDIALOGUEDeploying the Chatbot Application - AssessmentЗадание
07Conclusion3 материалов

Conclusion

ConclusionВидеоFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание