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Implementing Supply Chain Analytics · LearnSpace
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Implementing Supply Chain Analytics

Курс от Unilever
Начальный≈ 19 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In the Implementing Supply Chain Analytics: Descriptive, Diagnostic, Predictive and Prescriptive course, you’ll discover how implementing analytical methods, models, and tools helps decision-making become more efficient. You’ll use different types of methods, models, and tools, depending on specific business scenarios or needs, to help you analyze the current state of the supply chain and to lead you to insightful solutions. You’ll also explore the utilization of supply chain models to evaluate and question the data to optimize the flow of goods, information, and cost in a supply chain to help identify potential improvements, determine the most efficient or practical course of action, and to communicate the impact to the customer. By the end of this course, you’ll be able to: Interpret historical data effectively using descriptive analytics. Forecast the most probable outcomes, projects, or future. scenarios, along with their business implications, using predictive analytics. Collaborate and make recommendations that maximize business value, addressing problems through prescriptive analytics. Describe the appropriate communication channels to display and summarize the data results and Supply Chain recommendations. Use supply chain models to evaluate and optimize the flow of goods, information, and sots with a supply chain.

Навыки, которые вы освоите

Predictive AnalyticsSupply Chain PlanningSupply Chain ManagementInventory Management SystemDescriptive AnalyticsSQLQuery LanguagesPredictive ModelingData-Driven Decision-MakingForecastingAdvanced AnalyticsStatistical ProgrammingDemand PlanningAgile MethodologyBusiness AnalyticsDatabase SoftwareAnalyticsData PresentationSupply ChainOperations Research

Программа курса

4 модулей · 116 учебных материалов

01Progamming languages: Python and SQL27 материалов

Types of data analtyics that drive impactful decison-making

Welcome to supply chain data analyst professional certificateВидеоUnilever positioning statementЧтениеSupply chain data analyst professional certificate syllabusЧтениеWelcome to implementing supply chain analytics: Descriptive, diagnostic, predictive and prescriptiveВидео

Учитесь у экспертов

Unilever Team

Преподаватель курса

Implementing Supply Chain Analytics
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 19 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Programming languagesВидео
Introduction to Python and SQLВидео
The difference between Python and SQLВидео
Common features of Python and SQLЧтение
SQL and PythonЗадание

SQL: Managing large amounts of data

When to use SQLВидеоCommon tools that use SQLЧтениеUse basic commands to query data for summarizationВидеоFilter out "noise" from available informationВидеоBuild and standardize a structure for future usageВидеоOptimize search from queriesВидеоTest query against sourcesВидеоUsing SQL to manage large amounts of dataЗадание

Using Python for data analytics

When to use PythonВидеоUse Python to collect and import dataВидеоUse Python to prepare and format dataВидеоUse Python to build and evaluate data modelsВидеоUsing Python for data analysis in practiceЧтениеHow Python and SQL work togetherВидеоProgramming languages and tools I useЧтениеProgramming languages in the Supply Chain Analyst roleОбсуждениеDialogue: Exploring Python and SQLDIALOGUEUsing SQL and Python for data analysisЗадание
02Data analytics that drive impactful decision making33 материалов

Four levels of data analtyics that drive impactful decision-making

Welcome to data analytics that drive impactful decision makingВидеоFour levels of data analyticsВидеоHow the four levels of data analytics help drive expected outcomesВидеоTypes of data needed for all four levelsЧтениеIdentify the best way to communicate analyticsВидеоFour levels of data analyticsЗадание

Descriptive and diagnostic analytics

Descriptive anayticsВидеоConducting descriptive analyticsВидеоVisualizing descriptive analyticsВидеоCommunicating descriptive analyticsЧтениеDiagnostic AnalyticsЧтениеHow to identify the root causeВидео

Predictive and prescriptive analytics

Predictive analyticsЧтениеApplying predictive algorithms in PythonВидеоApplying predictive business rules in PythonВидеоApplying predictive algorithims with business rules in PythonВидеоVisualizing Predictive AnalyticsЧтениеCommunicating predictive analyticsЧтение

Prescriptive analytics

Prescriptive analyticsЧтениеApplying prescriptive algorithms to PythonВидеоApplying prescriptive business rules in PythonВидеоApplying prescriptive algorithms with business rules in PythonВидеоVisualizing prescriptive analyticsЧтениеCommunicating prescriptive analyticsЧтение
03Supply chain models: Inventory, Continuous Flow, Fast Chain20 материалов

The Inventory Model

Welcome to supply chain models: Inventory, Continuous Flow, Fast ChainВидеоIntroduction to the Inventory ModelВидеоInventory theoryВидеоMost common inventory modelsВидеоCommon constraints in inventory managementЧтениеInventory modelЗадание

Continuous Flow Model

Introduction to Continuous Flow ModelВидеоContinuous flow model fundamentalsВидеоContinuous flow model applicationsВидеоContinuous flow success casesЧтениеChallenges and constraintsЧтениеContinuous Flow ModelЗадание

Fast Chain Model

Introduction to Fast Chain ModelВидеоFast Chain Model fundamentalsВидеоFast Chain Model applicationsВидеоTrends and demandВидеоFast chain success casesЧтениеProsacco Activity: Identify inventory strategyЗадание
04Supply Chain Models: Efficient Chain, Agile, Custom-Configured, Flexible36 материалов

Efficient Chain Model

Welcome to Supply Chain Models: Efficient Chain, Agile, Custom-Configured, FlexibleВидеоIntroduction to the Efficient Chain ModelВидеоEfficient Chain Model FundamentalsЧтениеManufacturing principlesВидеоIntroduction to procurement and storageЧтениеEfficient Chain Model applicationsЧтениеEfficient chain model success storyЧтениеEfficient chain model challenges and constraintsЧтениеEfficient chain modelЗадание

Agile Model

Introduction to Project ManagementЧтениеIntroduction to the Agile ModelВидеоAgile Model Fundamentals and StructureЧтениеAgile model success storyЧтениеAgile model challenges and constraintsЧтениеAgile model advantages and disadvantagesЧтение

Custom-Configured Model

Introduction to the custom-configured modelВидеоCustom-configured model fundamentalsВидеоCustom-Configured Model ApplicationsЧтениеCustom-configured model success storyЧтениеCustom-configured model challenges and constraintsЧтениеCustom-configured modelЗадание

Flexible Model

Introduction to the Flexible ModelВидеоFlexible model fundamentalsЧтениеFlexible Model ApplicationsЧтениеFlexible model success storyЧтениеFlexible model challenges and constraintsЧтениеChoosing a ModelЧтениеDialogue: Supply chain models

Course 3 summary

What I like most about my job as a Supply Chain AnalystЧтениеContinue building your portfolioЧтениеSupply chain models: Efficient chain, Agile, custom-configured, flexibleЗаданиеSummaryЧтение
Visualizing diagnostic analyticsВидео
Communicating diagnostic analyticsЧтение
Prosacco Activity: Apply descriptive and diagnostic analyticsЗадание
Descriptive and diagnostic analyticsЗадание
Predictive analyticsЗадание
Prosacco Activity: Apply predictive and prescriptive analyticsЗадание
Prosacco Exemplar: Apply predictive and prescriptive analyticsЧтение
Your recommendationsОбсуждение
Four levels of analyticsЗадание
Prosacco Exemplar: Identify inventory strategyЧтение
Supply Chain Models: Inventory, Continuous Flow, Fast ChainЗадание
Agile modelЗадание
DIALOGUE
Prosacco Activity: Supporting the supply chainЗадание
Presenting the action planЧтение
Flexible ModelЗадание