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Business Analytics and Data Science Essentials · LearnSpace
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Business Analytics and Data Science Essentials

Курс от EDUCBA
Уровень не указан≈ 16.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Master the CAP certification with a structured, real-world approach to analytics. Learn how to transform business problems into data-driven solutions. This course is designed to help you build a strong foundation in business analytics, data science workflows, and analytical problem-solving aligned with CAP certification standards. You will learn how to frame business problems, translate them into analytical questions, and apply data-driven methodologies to generate actionable insights. Through practical concepts and structured frameworks, you will explore key topics such as data science lifecycle, feature engineering, predictive analytics, model validation, and data visualization. The course also emphasizes data storytelling and stakeholder communication, ensuring you can effectively present insights. Whether you are preparing for the CAP exam or aiming to strengthen your analytics career, this course provides a complete end-to-end understanding of analytics processes, helping you make smarter, data-driven decisions in real-world scenarios.

Навыки, которые вы освоите

Business AnalyticsPredictive AnalyticsBusiness AnalysisAnalyticsData StorytellingData ScienceFeature EngineeringData QualityData VisualizationData LiteracyAdvanced AnalyticsStakeholder ManagementData ManagementData PresentationData ValidationCommunicationData EngineeringBusinessProblem SolvingStakeholder Communications

Программа курса

7 модулей · 90 учебных материалов

01CAP Foundations & Certification Overview15 материалов

Understanding CAP Certification

CAP certification and BenefitsВидеоDifferent Objectives and their WeightageВидеоObjective- Business Problem FramingВидеоUnderstanding CAP CertificationЗадание

Framing Analytics Problems

Учитесь у экспертов

EDUCBA

Преподаватель курса

Business Analytics and Data Science Essentials
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 16.3 ч

7 модулей

Язык: Английский

Часть программы вашего университета
Objective- Analytical Problem FramingВидео
Objective- Methodology ApproachВидео
What are Knowledge StatementsВидео
Framing Analytics ProblemsЗадание

Communicating Knowledge Effectively

Knowledge Statements- Presentation techniquesВидеоBusiness problem identification and stakeholders analysisВидеоHow to refine problem statementВидеоCommunicating Knowledge EffectivelyЗаданиеFraming Business Problems for Data-Driven DecisionsDIALOGUEGraded - CAP Foundations & Certification Overview ЗаданиеStructuring Business Problems for Effective Analytics DecisionsDIALOGUE
02Problem Definition & Business Alignment13 материалов

Structuring Business Problems

Initial business benefits and stakeholders agreementВидеоHow to Write a problem StatementВидеоProblem Statement- Issue, Vision etcВидеоStructuring Business ProblemsЗадание

Problem Solving Techniques

Problem SolvingВидеоThe Problem Definition ProcessВидеоPower of Re-framing ProblemsВидеоProblem Solving TechniquesЗадание

Advanced Problem Framing

Power of Re-framing Problem continuedВидеоBusiness Problem Framing QuestionsВидеоAnalytical Problem FramingВидеоAdvanced Problem FramingЗаданиеGraded - Problem Definition & Business AlignmentЗадание
03Metrics, Models & Data Science Basics13 материалов

Business Metrics & Models

Kano's Requirement ModelВидеоProposed set of drivers and relationship to inputsВидеоKey Metrics of SuccessВидеоBusiness Metrics & ModelsЗадание

Data Science Foundations

Data Science Introduction and difference between BI and Data ScienceВидеоData Science Introduction continuedВидеоHow Data Science Work along with Acquire and Prepare StepsВидеоData Science FoundationsЗадание

Data Science Workflow

How Data Science Work along with Acquire and Prepare Steps continuedВидеоHow to Analyse and Act DataВидеоGuiding Principles and Reasoning and Common SenseВидеоData Science WorkflowЗаданиеGraded - Metrics, Models & Data Science BasicsЗадание
04Analytical Techniques & Modeling13 материалов

Core Components of Data Science

Components of Data ScienceВидеоClasses of Analytic Techniques Transforming Learning and Predictive AnalyticsВидеоLearning Models, Execution Models Scheduling and SequencingВидеоCore Components of Data ScienceЗадание

Problem Decomposition & Maturity

Decomposing Analytical ProblemВидеоData Science MaturityВидеоFeature Engineering Dimensionality Reduction and Model Validation_Part 01ВидеоProblem Decomposition & MaturityЗадание

Model Development Techniques

Feature Engineering Dimensionality Reduction and Model Validation_Part 02ВидеоDATA CAP QuestionsВидеоThe Five E for CAP examВидеоModel Development TechniquesЗаданиеGraded - Analytical Techniques & ModelingЗадание
05CAP Exam Strategy & Terminology13 материалов

Exam Readiness & Skills

The Five E for CAP exam continuedВидеоSoft Skills for CAP examВидеоClarifying the Analytical ProcessВидеоExam Readiness & SkillsЗадание

Core Analytical Terminology

CAP Terminology Yield Vechile Routing Problem and TSPВидеоCAP Terminology supply chain six sigma RFMВидеоCAP Terminology supply chain six sigma RFM continuedВидеоCore Analytical TerminologyЗадание

Advanced Analytics Concepts

Pattern Recognition Regression Predictive and Prescriptive AnalyticsВидеоPattern Recognition Regression Predictive and Prescriptive Analytics continuedВидеоData Visualization Definition and ImportanceВидеоAdvanced Analytics ConceptsЗаданиеGraded - CAP Exam Strategy & TerminologyЗадание
06Data Visualization & Data Management13 материалов

Visualization Foundations

Data Visualization Definition and Importance continuedВидеоCommon Techniques for Data Visualization, Data Cardinality and VelocityВидеоCommon Techniques for Data Visualization, Data Cardinality and Velocity continuedВидеоVisualization FoundationsЗадание

Advanced Visualization & Storytelling

Decision Trees Heat Maps and other type of Data Visualization TechniquesВидеоHow to write Data StoryВидеоData CleaningВидеоAdvanced Visualization & Data StorytellingЗадание

Data Quality & Optimization

Quality of Data and DatamartВидеоQuality of Data and Datamart continuedВидеоCAP Terminology Optimization and Next Best offerВидеоData Quality & OptimizationЗаданиеGraded - Data Visualization & Data ManagementЗадание
07Analytics Methodology & Implementation10 материалов

Methodology & Tools

Analytics Methodology IntroductionВидеоDifferent type of Analytics MethodologyВидеоSoftware Tool SelectionВидеоMethodology & ToolsЗадание

Model Validation & Prediction

Validating Analytics Model and Testing ResultsВидеоPredictive Methodlogy and Different KindsВидеоSimulation and its KindВидеоModel Validation & PredictionЗаданиеGraded - Analytics Methodology & ImplementationЗаданиеDriving Data-Driven Decisions Through Business and Analytical Problem FramingDIALOGUE