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Designing Intelligent Web Solutions with AI · LearnSpace
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courseraПрограммирование

Designing Intelligent Web Solutions with AI

Курс от Packt
Средний≈ 8.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Unlock the potential of AI-driven design and development by mastering architectures, user-centric experiences, personalization, and advanced coding tools. This course explores scalable AI-powered web solutions, equipping learners with the skills to create intelligent web applications. You will learn how to design adaptive, personalized, and engaging user journeys using AI technologies. The course provides in-depth insights into implementing advanced coding tools and architectures that support scalable web applications. What sets this course apart is its practical, hands-on approach to combining theory with real-world applications. Learners will gain actionable knowledge to create AI-powered web solutions that deliver unique, personalized user experiences. This course benefits developers, designers, and AI enthusiasts who want to explore the intersection of AI and web development. A basic understanding of web development is recommended for this course. This course is part two of a three-course Specialization designed to provide a comprehensive learning pathway in this subject area. While it delivers standalone value and practical skills, learners seeking a more integrated and in-depth progression may benefit from completing the full Specialization.

Навыки, которые вы освоите

Artificial IntelligenceAI IntegrationsDesignAgentic systemsSoftware Development ToolsExperience DesignWeb DevelopmentSoftware TestingWeb Design and DevelopmentGitHub CopilotAI PersonalizationSoftware ArchitectureHuman Computer InteractionWeb ApplicationsArtificial Intelligence and Machine Learning (AI/ML)Machine LearningWeb DesignUser Interface and User Experience (UI/UX) DesignAI SecurityUser Experience Design

Программа курса

10 модулей · 84 учебных материалов

01Blueprints of the Future – Architecting Effective AI Solutions10 материалов

Building Robust AI Systems: From Interfaces to Scalable Architectures

OverviewВидеоIntroductionЧтениеThe Crucial Role of Interfaces in AI SolutionsЧтениеScalable and Efficient AI Solutions Architecture for Web ProjectsЧтение

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Packt - Course Instructors

Преподаватель курса

Designing Intelligent Web Solutions with AI
В каталоге вашей программы

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Новые знания — в удобное для вас время.

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 8.7 ч

10 модулей

Язык: Английский

Часть программы вашего университета
Typical Architectures of AI SolutionsЧтение
Ensuring Maintainability and AdaptabilityЧтение
Architecture DesignЧтение
Data Life CycleЧтение
Introduction to Architect Your AI (AYAI) FrameworkЧтение
Blueprints of the Future - AI Solution Design FundamentalsЗадание
02Design Intelligence – Creating User-Centric Experiences with AI8 материалов

Transforming User Experiences with AI-Driven Design Intelligence

OverviewВидеоIntroductionЧтениеBenefits of DIЧтениеApplying AI for Personalized User ExperiencesЧтениеPython Code Step by StepЧтениеPractical Applications of User Support, Accessibility, and Personalized ExperiencesЧтениеAI-specific MetricsЧтениеDesigning User-Centric AI ExperiencesЗадание
03Recognizing Patterns – Personalizing User Journeys with AI9 материалов

Harnessing AI for Tailored Digital Experiences

OverviewВидеоIntroductionЧтениеKey Components of Pattern RecognitionЧтениеBehavioral TargetingЧтениеBroad Applications in Personalization TechniquesЧтениеA Step-by-Step Process for Building the Recommendation SystemЧтениеCreating a Unified AI EntityЧтениеKey Aspects of InterconnectivityЧтениеPersonalizing User Journeys with AIЗадание
04Coding Assistants – Your Secret Weapon in Modern Development10 материалов

Supercharging Development with AI Coding Tools

OverviewВидеоIntroductionЧтениеUnderstanding GitHub CopilotЧтениеIntegrating Coding Assistants into Your WorkflowsЧтениеEnabling and Setting Up Copilot BusinessЧтениеMaximizing Productivity with Smart Code SuggestionsЧтениеHarnessing the Power of GitHub Copilot Chat in VS CodeЧтениеCode Optimization TipsЧтениеAdjusting Code with the Fix This FeatureЧтениеExploring the Capabilities of Modern Coding AssistantsЗадание
05Smarter User Interactions – Elevating User Engagement with Advanced AI11 материалов

Crafting Intelligent Conversations: From Chatbots to Personalized AI Experiences

OverviewВидеоIntroductionЧтениеCreating Conversational Experiences with ChatbotsЧтениеBuilding Chatbot Architectures Understanding the Different Types of ChatbotsЧтениеIntegrating Chatbots with Existing Systems Connecting Chatbots to Databases APIs and ServicesЧтениеA Step-by-Step Guide to Building a Chatbot Using the Natural Language Toolkit (NLTK)ЧтениеA Practical Guide for Web Developers Implementing Voice InteractionsЧтениеAnalyzing Language Patterns for Personalized InteractionsЧтениеGenerative Language Models and the Future of Content CreationЧтениеThe Example of an AI Movie Recommendation ChatbotЧтениеEnhancing User Engagement with Intelligent SystemsЗадание
06Smart Testing Strategies – Fortifying Web Applications with AI Insights9 материалов

Harnessing AI for Smarter Web Application Testing

OverviewВидеоIntroductionЧтениеAI-Enhanced Performance TestingЧтениеEnhancing Performance Testing with Machine LearningЧтениеPython Libraries for Enhanced Security TestingЧтениеSecurity Log Classification with Scikit-learnЧтениеAI Bias Detection LibrariesЧтениеPython Libraries for Reliability and Validity TestingЧтениеSmart Testing Strategies for Web ApplicationsЗадание
07Augmented Workforce – AI's Impact on Web Development Jobs5 материалов

Adapting to AI: Transforming Skills and Roles in Web Development

OverviewВидеоIntroductionЧтениеNavigating the AI Revolution in Web Development JobsЧтениеAccelerating Digital Skills and Reducing Time to CompetencyЧтениеAI and the Future of Web DevelopmentЗадание
08Machine Users Unveiled – Navigating the Intersection of Human and Machine10 материалов

From Smart Fridges to Autonomous Commerce: Understanding Machine Customers

OverviewВидеоIntroductionЧтениеUse Case Smart Refrigerators Connected to Local SupermarketsЧтениеMarket Opportunities and ScenariosЧтениеConsiderationsЧтениеCase Study Gas Station Service for Autonomous CarsЧтениеOperational ManagementЧтениеData FlowЧтениеImpact on Purchases and CommerceЧтениеNavigating the Future of Human-Machine InteractionЗадание
09AI-Augmented Development – Shaping Tomorrow's Digital Landscape6 материалов

Harnessing AI Tools for Next-Generation Software Engineering

OverviewВидеоIntroductionЧтениеUnderstanding the AI-Augmented Development ComponentsЧтениеGemini Code Assist an AI-augmented Development ToolЧтениеHow to Integrate AI into Software Development TeamsЧтениеAI in Modern Software DevelopmentЗадание
10From Idea to Reality – Crafting Intelligent Web Applications6 материалов

Bringing AI-Powered Chatbots to Life in E-Commerce

OverviewВидеоIntroductionЧтениеBuilding an Intelligent Chatbot for E-Commerce Laying the GroundworkЧтениеData and Design Creating an Intelligent Chatbot for E-CommerceЧтениеBuilding Blocks of AI Integration Integrating Intelligent Features for a Smart E-Commerce ChatbotЧтениеBuilding Intelligent Web ApplicationsЗадание