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Foundations of AI in Web Development · LearnSpace
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Foundations of AI in Web Development

Курс от Packt
Средний≈ 5.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course introduces the core principles and strategies of artificial intelligence (AI) in web development, showcasing how AI is transforming modern web experiences. From enhancing user interactions to automating complex processes, AI is at the forefront of shaping the web's future. You will learn how to harness AI technologies such as machine learning, natural language processing, and computer vision to develop intelligent applications. The course will also help you understand AI's potential to streamline workflows and improve overall web design. What sets this course apart is its practical approach, offering real-world examples and case studies that highlight AI’s application in web projects. You will gain both theoretical knowledge and hands-on skills to effectively integrate AI into your web applications. Designed for web developers looking to understand AI’s capabilities, this course requires a basic understanding of web development but is open to anyone eager to explore the world of AI-driven web solutions. This course is part one 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 Intelligence and Machine Learning (AI/ML)Natural Language ProcessingWeb DesignMachine Learning SoftwareUser Interface and User Experience (UI/UX) DesignComputer VisionModel EvaluationAI IntegrationsModel TrainingAI PersonalizationArtificial IntelligenceResponsible AIWeb ApplicationsAI literacyMachine Learning MethodsData EthicsWeb Development

Программа курса

4 модулей · 55 учебных материалов

01AI's Role in Shaping Web Development14 материалов

Harnessing AI for Next-Generation Web Experiences

OverviewВидеоIntroductionЧтениеIntroduction to the Principles of AIЧтениеAI's Transformative Role in Web DevelopmentЧтение

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Packt - Course Instructors

Преподаватель курса

Foundations of AI in Web Development
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

≈ 5.2 ч

4 модулей

Язык: Английский

Часть программы вашего университета
AI-powered Transformations in Web DesignЧтение
Key Concepts in AI-Powered Web DesignЧтение
The Transformative Impact of AI on UXЧтение
User-Centric AI-Driven DevelopmentЧтение
Code Generation ToolsЧтение
Testing ToolsЧтение
Security ToolsЧтение
Ethical Considerations in AI-Enhanced Web DevelopmentЧтение
A Global Call for Responsible AIЧтение
AI and Web Development FundamentalsЗадание
02Mastering the Essentials – AI Fundamentals15 материалов

Unlocking AI: From Machine Learning to Intelligent Web Experiences

OverviewВидеоIntroductionЧтениеUnderstanding the Science and Techniques Behind AI ProgrammingЧтениеExploring the Three Main Categories of AIЧтениеExploring the Inner Workings of AI for Web DevelopersЧтениеMachine Learning EssentialsЧтениеUnsupervised LearningЧтениеReinforcement LearningЧтениеNLP for Web InteractionЧтениеApplications of NLP in Web InteractionЧтениеNLP TechniquesЧтениеTypes of Neural NetworksЧтениеEmpowering Web Development with Computer VisionЧтениеApplications of CV in Web DevelopmentЧтениеFoundations of Artificial IntelligenceЗадание
03Challenges and Opportunities – Integrating AI into Web Projects13 материалов

From Concept to Code: Building Ethical and Effective AI-Powered Web Applications

OverviewВидеоIntroductionЧтениеNavigating the AI Process in Web DevelopmentЧтениеAI Pipeline Streamlining the Journey of AIЧтениеSelecting and Evaluating Models for Web-Based AIЧтениеEthical Considerations in AI IntegrationЧтениеDetailed AnalysisЧтениеDiverse and Inclusive AI Development TeamsЧтениеHuman Oversight and Intervention Ensuring Accuracy and Fairness in AI for Web DevelopmentЧтениеMaking Models Understandable with Interpretable AIЧтениеExample of Integrating AI into Web Projects Personalized Movie Recommendations with AIЧтениеStep-by-step CodeЧтениеEthics, Efficiency, and Effectiveness in AI-Driven Web ProjectsЗадание
04Navigating the Landscape – Popular AI and ML Frameworks and Tools13 материалов

Empowering Web Development with AI: Frameworks, Tools, and Best Practices

OverviewВидеоIntroductionЧтениеMastering AI Frameworks A comprehensive guideЧтениеIndispensable Tools for Artificial Intelligence in Web DevelopmentЧтениеComputer Vision ToolsЧтениеDelving into Frameworks for Web DevelopmentЧтениеExploring Synergy Uniting Web Interfaces with Powerful AIЧтениеOptimization of AI Development EnvironmentsЧтениеExploring Git's Vital Role in AI DevelopmentЧтениеChoosing the Right Tools for Your ProjectЧтениеAdopting Best PracticesЧтениеGetting Started on the ModelЧтениеNavigating AI and ML Development ToolsЗадание