К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
AI for Strategic Decision Intelligence · LearnSpace
Назад в каталог
courseraАнализ данных

AI for Strategic Decision Intelligence

Курс от Edureka
Начальный≈ 11.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course empowers business leaders, data professionals, and AI practitioners to design, model, and operationalize intelligent decision systems that bring together data, analytics, and human judgement. You’ll begin by exploring how Decision Intelligence fuses AI, BI, and human insight to drive smarter, more aligned decisions. You’ll map decision lifecycles, build visual models, and design ethical, bias-aware workflows that strengthen human–AI collaboration. Next, you’ll learn to convert raw data into clear, actionable insights using modern data architectures, visual storytelling, and real-time and network analytics, transforming complexity into clarity. Finally, you’ll activate the machine learning core of DI by building predictive and text analytics models and applying explainable AI to ensure fairness, transparency, and trust across every decision system. By the end of this course, you will be able to: - Design and model decision lifecycles aligned with business and analytical objectives. - Integrate AI and BI capabilities into a unified decision intelligence framework. - Apply cognitive and behavioral insights to reduce bias in AI-driven workflows. - Build and evaluate predictive and classification models for decision support. - Implement explainable and ethical AI methods to ensure transparency and trust. This course is designed for business strategists, data analysts, AI practitioners, and enterprise architects who aim to transform decision-making into a structured, intelligent, and collaborative process. Join us to master the science and practice of decision intelligence, where data, design, and human insight converge to shape the future of strategic enterprise decisions.

Навыки, которые вы освоите

Decision IntelligenceDecision MakingData VisualizationBusiness MarketingNetwork AnalysisPredictive AnalyticsData SecurityPython ProgrammingBusiness IntelligenceScikit Learn (Machine Learning Library)Responsible AIPredictive ModelingText MiningData StorytellingNatural Language ProcessingReinforcement LearningSecurity AwarenessStrategic Decision-MakingArtificial Intelligence and Machine Learning (AI/ML)Data-Driven Decision-Making

Программа курса

4 модулей · 79 учебных материалов

01Getting Started with AI-Powered Decision Intelligence29 материалов

Decision Intelligence Essentials

Specialization IntroductionВидеоCourse IntroductionВидеоCourse OverviewЧтениеWhat Do You Know About AI-Powered Decisions?DIALOGUE

Учитесь у экспертов

Edureka

Преподаватель курса

AI for Strategic Decision Intelligence
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 11.4 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Introduction to Decision IntelligenceВидео
What is AI-Powered Decision Intelligence?Видео
The Evolution of Automated Decision SupportЧтение
How DI Unlocks the Power of AI and BIВидео
AI-Powered Decision WorkflowВидео
Demonstration: Building a Simple Decision Workflow in Orange Data MinerВидео
Decision Ecosystems: Aligning Data, AI, and Human JudgmentЧтение
Knowledge Check: Decision Intelligence EssentialsЗадание

Behavioral Science and Human-Centric Decision Design

Decision Frameworks for Human-AI TeamsВидеоReading: Analyze Human Cognitive Biases in AI-Driven EnvironmentsЧтениеAnalytical and Intuitive Decision StylesВидеоHuman-AI Collaborative Decision-MakingВидеоArchitecting Human-Centric, Bias-Resilient Decision ModelsЧтениеDemonstration: Human-Centric Decision Modeling and Bias Awareness in AIВидеоKnowledge Check: Behavioral Science and Human-Centric Decision DesignЗадание

DI Platforms and Enterprise Transformation

Decision Intelligence Platforms and ArchitecturesВидеоThe Rise of AI-Driven Decision Platforms in EnterprisesЧтениеHarness Decision Intelligence Across IndustriesВидеоBuilding Decision Maturity and Data-Driven CulturesВидеоTransform Decision Data into InsightsЧтениеDemonstration: Designing a Decision Dashboard - 1ВидеоDemonstration: Designing a Decision Dashboard - 2ВидеоKnowledge Check: DI Platforms and Enterprise TransformationЗадание

Module Wrap-Up and Assessment

Module Summary: Getting Started with AI-Powered Decision IntelligenceЧтениеKnowledge Check: Getting Started with AI-Powered Decision IntelligenceЗадание
02Data Foundations and Analytical Decision Frameworks23 материалов

Sourcing and Preparing Decision-Ready Data

The Role of Data in Intelligent Decision-MakingВидеоThe Architectural Shift: From Data Warehouses to Data MeshЧтениеModern Data Architectures: Data Mesh, Fabric, and Real-Time PipelinesВидеоData Wrangling Fundamentals with PythonЧтениеDemonstration: Integrating and Transforming DataВидеоData Governance, Security, and Synthetic Data PracticesВидеоKnowledge Check: Sourcing and Preparing Decision-Ready DataЗадание

Visual Analytics for Data Storytelling

The Analytics Spectrum: Descriptive, Diagnostic, and PrescriptiveВидеоThe Art of Data Storytelling: From Insights to ActionЧтениеDesign Principles for Effective Visual AnalyticsВидеоThe Psychology of Data VisualizationЧтениеCrafting Compelling Data NarrativesВидеоA Comparative Guide to Power BI, Tableau, and ExcelЧтение

Advanced Analytics: Real-Time and Network Data

Monitoring Digital Channels for Decision SignalsВидеоFoundations of Network Analysis: Understanding Graphs, Connections, and InsightsЧтениеUncovering Insights with Network Relationship AnalysisВидеоPerforming Network Analysis with Python NetworkXЧтениеDemonstration: Creating Network Relationship Maps using NetworkXВидеоReal-Time Intelligence with IoT and Edge ComputingВидео

Module Wrap-Up and Assessment

Module Summary: Data Foundations and Analytical Decision FrameworksЧтениеKnowledge Check: Data Foundations and Analytical Decision FrameworksЗадание
03Machine Learning Foundations for Decision Intelligence21 материалов

Core Machine Learning Concepts for DI

Introduction to Machine Learning in Decision SystemsВидеоThe ML Landscape: From Linear Regression to Neural NetworksЧтениеML Paradigms: Supervised, Unsupervised, and Reinforcement LearningВидеоEvaluating Model Accuracy and ReliabilityВидеоImplementing ML Models with Scikit-learnЧтениеDemonstration: Building Predictive Models using Scikit-learnВидеоKnowledge Check: Core Machine Learning Concepts for DIЗадание

Text Analytics and NLP for Decision Insights

Unlocking Insights from Text Data with NLPВидеоThe NLP Revolution: From Rule-Based Systems to TransformersЧтениеSentiment Analysis and Recommendation Generation for DIВидеоExploring Hugging Face Spaces for Text AnalyticsЧтениеDemonstration: Performing Sentiment Analysis with Hugging FaceВидеоAutomating Document AnalysisВидео

Explainable and Ethical AI for Decision Systems

The Importance of Explainability in Decision IntelligenceВидеоExplainable AI (XAI): Methods and EthicsЧтениеInterpreting Model Decisions with SHAP and LIMEВидеоEnsuring Fairness and Transparency in AI ModelsВидеоKnowledge Check: Explainable and Ethical AI for Decision SystemsЗадание

Module Wrap-Up and Assessment

Module Summary: Machine Learning Foundations for Decision IntelligenceЧтениеKnowledge Check: Machine Learning Foundations for Decision IntelligenceЗадание
04Course Wrap-Up and Assessments6 материалов

Course Wrap-Up and Assessment

Final Checkpoint: Reflecting on AI-Powered Decision IntelligenceDIALOGUEPractice Project: Building a Human-Centered Decision Intelligence Model for an AI-Driven OrganizationЧтениеEnd Course Knowledge Check: AI Foundations for Strategic Decision IntelligenceЗаданиеApplying AI-Powered Decision Intelligence in Enterprise StrategyЗаданиеCourse SummaryВидеоDescribe Your Learning JourneyОбсуждение
Knowledge Check: Visual Analytics for Data StorytellingЗадание
Knowledge Check: Advanced Analytics: Real-Time and Network DataЗадание
Knowledge Check: Text Analytics and NLP for Decision InsightsЗадание