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Data, Forecasting, and Performance Analysis · LearnSpace
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courseraIT и технологии

Data, Forecasting, and Performance Analysis

Курс от Amazon Web Services
Начальный≈ 12.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Designed for aspiring operations and supply chain professionals, this course builds practical analytical skills. You will focus on forecasting, operational reporting, and performance evaluation across supply chain environments. No prior AWS experience is required. Familiarity with business operations, logistics, analytics, or supply chain concepts may be helpful, but is not essential. Learners examine how forecasting methods support demand planning and how operational metrics are used to evaluate supply chain performance. Through practical scenarios, learners explore inventory trends, transportation metrics, service indicators, and performance indicators used to support planning and operational decision-making. The course also introduces structured analytical approaches using tools such as spreadsheets, analytics tools, and business intelligence platforms to extract, analyze, and visualize supply chain data. Learners examine how operational and financial data support forecasting, budgeting, and performance analysis across supply chain workflows. Throughout the course, emphasis is placed on operational visibility, forecasting interpretation, analytical interpretation, and data-informed decision-making within AWS-supported operational environments. By the end of the course, learners will be able to interpret supply chain data, evaluate forecasts, and apply performance metrics to support operational planning and analysis.

Навыки, которые вы освоите

ForecastingPerformance AnalysisVariance AnalysisDemand PlanningSupply Chain PlanningDashboardSupply ChainData AnalysisBusiness IntelligenceSupply Chain SystemsOperational AnalysisFinancial ForecastingOperational Performance ManagementData LiteracyDecision IntelligenceCustomer Demand PlanningPerformance MeasurementInventory and WarehousingSupply Chain ManagementOperating Cost

Программа курса

8 модулей · 52 учебных материалов

01Demand planning and forecasting fundamentals7 материалов
Why forecast accuracy drives supply chain performanceВидеоForecasting methods and demand patternsВидеоForecast accuracy and MAPEЧтениеGenerating and evaluating forecastsВидео

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Amazon

Преподаватель курса

Data, Forecasting, and Performance Analysis
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Обучение на Coursera

≈ 12.7 ч

8 модулей

Язык: Английский

Часть программы вашего университета
Knowledge check: Demand planning and forecasting fundamentalsЗадание
Ungraded activity: Generate and evaluate a forecastЗадание
Module quiz: Demand planning and forecasting fundamentalsЗадание
02Forecast accuracy and causal analysis7 материалов
Why understanding demand drivers improves forecast accuracyВидеоDemand drivers and causal factors in forecastingВидеоCausal analysis and forecast evaluation methodsЧтениеAnalyzing forecast error and comparing modelsВидеоKnowledge check: Forecast accuracy and causal analysisЗаданиеUngraded activity: Analyze demand drivers and evaluate forecast modelsЗаданиеModule quiz: Forecast accuracy and causal analysisЗадание
03Supply chain KPIs and performance metrics7 материалов
Why performance metrics drive supply chain decisionsВидеоKey supply chain KPIs and their definitionsВидеоInterpreting KPI data and operational performanceЧтениеAnalyzing KPI data to identify performance issuesВидеоKnowledge check: Supply chain KPIs and performance metricsЗаданиеUngraded activity: Analyze KPI dashboard and identify issuesЗадание Module quiz: Supply chain KPIs and performance metricsЗадание
04Data analysis and visualization tools7 материалов
Why data analysis drives supply chain insightВидеоData analysis tools and their rolesВидеоData extraction, analysis, and visualization conceptsЧтениеPerforming data analysis and building insightsВидеоKnowledge check: Data analysis and visualization toolsЗаданиеUngraded activity: Analyze data and generate insightsЗаданиеModule quiz: Data analysis and visualization toolsЗадание
05Cost, budgeting, and variance analysis7 материалов
Why cost visibility drives supply chain decisionsВидеоSupply chain cost structures and budget elementsВидеоCost analysis and variance interpretationЧтениеAnalyzing cost data and identifying variance driversВидеоKnowledge check: Cost, budgeting, and variance analysisЗаданиеUngraded activity: Analyze cost data and prepare variance summaryDIALOGUEModule quiz: Cost, budgeting, and variance analysisЗадание
06Final project and assessment: Data, Forecasting, and Performance Analysis3 материалов
Why this project mattersЧтениеProject requirementsЧтениеGraded activity: Analyze supply chain performance and recommend actionsЗадание
07AI in forecasting and demand planning7 материалов
Why AI improves forecast accuracyВидеоAI models in demand forecastingВидеоAI forecasting concepts, outputs, and limitationsЧтениеInterpreting and validating AI forecast outputsВидеоKnowledge check: AI in forecasting and demand planningЗаданиеUngraded activity: Evaluate AI-generated forecastsЗаданиеModule quiz: AI in forecasting and demand planningЗадание
08AI in supply chain optimization and decision support7 материалов
Why AI enhances supply chain decisionsВидеоAI applications in optimization and analyticsВидеоAI decision support, risks, and validationЧтениеEvaluating AI-driven recommendations ВидеоKnowledge check: AI in supply chain optimization and decision supportЗаданиеUngraded activity: Evaluate AI recommendations in an operational scenarioЗаданиеModule quiz: AI in supply chain optimization and decision supportЗадание