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Foundations of No-Code AI for Real-World Applications · LearnSpace
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Foundations of No-Code AI for Real-World Applications

Курс от LearnQuest
Начальный≈ 4.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Unlock the essentials of AI development without programming. Learn to use no-code platforms to build, configure, and launch AI applications that solve real business problems in diverse sectors. Explore fundamental machine learning principles, ethical data practices, and methods for creating user-centric interfaces. Designed for ambitious learners in India, the USA, and Spanish-speaking markets, this course provides actionable skills for workplace transformation, regardless of technical background. Gain confidence to plan and deploy secure, scalable AI solutions and articulate their impact in measurable business terms.

Навыки, которые вы освоите

Data CleansingAI literacyData PreprocessingNo-Code DevelopmentData EthicsBusiness SolutionsData StorytellingBusiness MetricsMachine LearningGenerative AIData ValidationArtificial IntelligenceData QualityDashboardHuman Computer InteractionData WranglingArtificial Intelligence and Machine Learning (AI/ML)Business AnalyticsModel DeploymentAutomation

Программа курса

3 модулей · 40 учебных материалов

01AI Fundamentals and No-Code Paradigms15 материалов

Let's Get Started

Welcome to Foundations of No-Code AIВидеоAI Fundamentals and No-Code Paradigms - Module IntroductionВидеоLevel-Set with CoachDIALOGUE

Map business objectives to drag-and-drop AI model construction.

Mapping Business Objectives to AI Model ConstructionВидео

Учитесь у экспертов

LearnQuest Network

Преподаватель курса

Foundations of No-Code AI for Real-World Applications
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в новой вкладке

Обучение на Coursera

≈ 4.4 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский, Казахский, Венгерский

Часть программы вашего университета
Action Story: Turning Vague Goals into a No-Code WorkflowЧтение
Selecting No-Code AI PlatformsВидео
Validate Workflow ReliabilityВидео
Map business objectives to drag-and-drop AI model construction.Задание

Compare platform security protocols for protected customer data handling.

Securing Customer Data Across PlatformsВидеоAudit Feature Sets for Regulatory ComplianceВидеоAutomation vs. AIВидеоEvaluate and compare platform security protocolsDIALOGUE

Put it in Action: AI Fundamentals and No-Code Paradigms

Role Play: Skeptical Executive StakeholderDIALOGUEAI Fundamentals and No-Code Paradigms - ExamЗаданиеFrom Paradigms to Data PreparationВидео
02Data Preparation and Ethics in No-Code AI12 материалов

Data Preparation and Ethics in No-Code AI

Data Preparation and Ethics in No-Code AI - Module IntroductionВидео

Automate data cleansing steps

Automate Data CleansingВидеоAction Story: Cleaning Messy Data on DeadlineЧтениеValidate Machine Learning InputsВидеоRefactor Data Sources for Consistent Model PerformanceВидеоAutomate data cleansing stepsЗадание

Apply bias mitigation practices

Bias Mitigation in AI SystemsВидеоPrivacy Safeguards for AIВидеоEthical Data Usage in No-Code AIВидеоMitigate bias creep with no-code toolsDIALOGUE

Put it in Action: Data Preparation and Ethics in No-Code AI

Role Play: Demanding Compliance OfficerDIALOGUEData Preparation and Ethics in No-Code AIЗадание
03Design User-Centric AI Experiences13 материалов

Design User-Centric AI Experiences - Module Introduction

Design User-Centric AI Experiences - Module IntroductionВидео

Map intent-response structures

Map Intent-Response StructuresВидеоTest and Refine Chatbot InteractionsВидеоBuild Multilingual FlowsВидеоMap intent-response structures Задание

Develop Recommendation Engines

Develop Recommendation Engines Using Adaptive AlgorithmsВидеоAction Story: Delivering Personalization Under PressureЧтениеLeverage Dashboards for Real-Time Business ImpactВидеоData Storytelling for StakeholdersВидеоDevelop Recommendation EnginesDIALOGUE

Put it in Action: Design User-Centric AI Experiences

Role Play: Results-Oriented Executive StakeholderDIALOGUEDesign User-Centric AI ExperiencesЗаданиеCourse Finale: What's NextВидео