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Data Science Foundations with No-Code Tools · LearnSpace
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Data Science Foundations with No-Code Tools

Курс от LearnQuest
Средний≈ 3.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Build the confidence to tackle any data project with zero coding. This course introduces modern no-code platforms, guiding learners in acquiring, cleaning, and visualizing data from diverse sources. Master the principles of robust data science practice, from data integrity checks to exploratory analysis. By the end, learners will know how to design models mapped directly to solving pressing business problems, all within easy-to-use tools that bridge technical and non-technical roles. Each module builds job-ready skills for regional and global data needs, with applications relevant to India, the USA, and Spanish-speaking markets.

Навыки, которые вы освоите

Data CollectionData CleansingNo-Code DevelopmentData StorytellingExploratory Data AnalysisInteractive Data VisualizationData IntegrationData GovernanceData IntegrityData EthicsMarket DataData ScienceData CaptureData ProcessingData PresentationData TransformationData AnalysisDashboard CreationPredictive ModelingApplied Machine Learning

Программа курса

3 модулей · 39 учебных материалов

01Demystify AI and Machine Learning for Business15 материалов

Let's Get Started

Data Science Foundations with No-Code ToolsВидеоDemystify AI and Machine Learning for BusinessВидеоData Acquisition and PreparationDIALOGUE

Connect and Integrate Diverse Business Datasets

Integrate siloed business data using platform-native connectorsВидео

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LearnQuest Network

Преподаватель курса

Data Science Foundations with No-Code Tools
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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

≈ 3.3 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Action Story: Regional Sales Data in ChaosЧтение
Streamline data import for varying formats across departmentsВидео
Ensure compliance with region-specific privacy and data handling lawsВидео
Connect and Integrate Diverse Business DatasetsЗадание

Automated Data Cleaning and Preprocessing for Quality

Apply one-click missing value imputation and anomaly detectionВидеоStructure raw data with pre-built parsing scripts for immediate analyticsВидеоValidate dataset readiness using embedded audit toolsВидеоAutomated Data Cleaning and Preprocessing for QualityЗадание

Put it in Action: Demystify AI and Machine Learning for Business

AI & ML for Business - ExamЗаданиеFrom Demystification to Exploration: Data AnalysisВидеоReflect and Advance with CoachDIALOGUE
02Exploratory Data Analysis & Visualization Techniques11 материалов

Let's Get Started

Exploratory Data Analysis & Visualization TechniquesВидео

Visualize Key Data Insights with No-Code Dashboards

Generate interactive charts and summaries from raw datasetsВидеоAction Story: A Dashboard for the Executive ReviewЧтениеUse drill-down dashboards to identify outliers and trend clustersВидеоAutomate report delivery for regular business reviewsВидеоVisualize Key Data Insights with No-Code DashboardsЗадание

Data Storytelling for Non-Technical Audiences

Build narrative slideshows from model outputsВидеоSimplify technical findings for executive presentationsВидеоIllustrate business impact with customized local-market examplesВидеоData Storytelling for Non-Technical AudiencesЗаданиеExploratory Data Analysis & Visualization TechniquesЗадание
03Model Design Fundamentals for Business Applications13 материалов

Let's Get Started

Model Design Fundamentals for Business ApplicationsВидео

Select the Right Model Type for Your Business Case

Map problem statements to model types using built-in recommendersВидеоAction Story: The Wrong Model Could Sink the ProjectЧтениеAssess algorithm strengths for regional sector applicationsВидеоCompare classification, regression, and clustering use casesВидеоSelect the Right Model Type for Your Business CaseЗадание

Feature Selection and Data Representation

Use automated feature selection to reduce noise and improve performanceВидеоAction Story: Drowning in Too Many FeaturesЧтениеReframe business metrics as actionable data featuresВидеоEmploy data transformation tools for optimal model inputВидео

Put it in Action: Model Design Fundamentals for Business Applications

Fundamentals of Model Design - ExamЗаданиеCourse Review: Fundamentals of Model DesignВидеоFrom Fundamentals to Next StepsDIALOGUE