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Introduction to Technology-Assisted Decision-Making · LearnSpace
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Introduction to Technology-Assisted Decision-Making

Курс от University of Leeds
Начальный≈ 8.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Technology-assisted decision-making is increasingly important to modern businesses in a wide variety of fields, including finance, healthcare, marketing, and logistics, among others. It introduces speed and efficiency because substantial amounts of data can be processed efficiently to enable faster, objective, contextual decisions. This online course will introduce you to the fundamental concepts of technology-assisted decision-making and its diverse applications in resource allocation, production planning, transportation, scheduling, and network optimisation. You will learn to formulate optimisation problems as mathematical models and apply diverse techniques for their resolution using specialised software. You'll learn to apply powerful techniques such as linear programming and optimisation algorithms on graphs, gaining practical skills for real-world problem-solving. By the end of the course, you'll be well-prepared to apply these skills across diverse fields and embark on future studies or careers in data-driven decision-making. Click Start, a nationwide training programme designed to help young people develop digital skills, offers this course. Click Start offers scholarships giving free access to young people in the UK. Follow the link in the Click Start icon on the top, to check if you are eligible for free access!

Навыки, которые вы освоите

AlgorithmsProcess OptimizationMathematical SoftwareProduction ScheduleNetwork ModelResource AllocationProduction PlanningMathematical ModelingData-Driven Decision-MakingNetwork Planning And DesignComputational LogicCryptographyGraph TheoryModel OptimizationDecision Making

Программа курса

2 модулей · 51 учебных материалов

01Week 1: Decision-making with graph theory27 материалов

Course introduction

About the course and its creatorВидеоWelcome to An Introduction to Technology-Assisted Decision-MakingЧтениеSay hello to your fellow learnersОбсуждение

Lesson 1. What is technology-assisted decision-making?

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Sam Wilson

Dr

Click Start

Преподаватель курса

Introduction to Technology-Assisted Decision-Making
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Обучение на Coursera

≈ 8.8 ч

2 модулей

Язык: Английский

Часть программы вашего университета
Lesson 1: OverviewЧтение
What is is technology-assisted decision-making used for?Чтение
Introducing two key techniquesЧтение
How could technology-assisted decision-making be used? Обсуждение

Lesson 2. A case study: Introducing GigaFibre

Lesson 2: OverviewЧтениеIntroducing GigaFibreЧтениеWhat are GigaFibre's plans for growth?ЧтениеExercise: planning GigaFibre's network ЧтениеSolution: planning GigaFibre's networkЧтениеGigaFibre: are there other considerations?ОбсуждениеLesson 2: Summary and next stepsЧтение

Lesson 3. Using graph theory in decision-making

Lesson 3: OverviewЧтениеAn introduction to graph theoryЧтениеThe minimum spanning tree problemЧтениеKruskal's algorithmВидеоApplying Kruskal's algorithm to the GigaFibre scenarioЧтениеExercise: Kruskal's algorithm: YorkshireЧтениеSolution: Kruskal's algorithm: Yorkshire ЧтениеChecking your understanding of graph theoryЗаданиеExercise: Gigafibre in Lincolnshire and Yorkshire ЧтениеHow did it go? ОбсуждениеSolution: GigaFibre in Lincolnshire and YorkshireЧтениеOptional: Is Kruskal's algorithm correct?ЧтениеLesson 3: SummaryЧтение
02Week 2. Decision-making with linear programming24 материалов

Lesson 4. The bakery problem and linear optimisation

Lesson 4: OverviewЧтениеWhat is linear optimisation?ЧтениеThe bakery problemВидеоThe bakery problemЧтениеThe bakery problem: formulationЧтение The bakery problem solution: the feasible regionЧтениеOptional: Have a go at using Geogebra ЧтениеAn introduction to GeogebraВидеоThe bakery problem solutionВидеоExplaining the bakery problem solution using the graphical methodЧтениеApplying the graphical methodОбсуждениеLesson 4: Summary and next stepsЧтение

Lesson 5. Optional - Give it a go

Lesson 5: OverviewЧтениеLinear programming: Give it a goЧтениеGive it a go: solutionЧтениеOptional: teach it!ЧтениеOptional: Teach it! discussion ОбсуждениеOptional: Minimisation problemsЧтениеOptional: Variants on optimisation

Course summary

Course summaryЧтениеReflecting on the course togetherОбсуждениеTest your understanding and get your certificateЗаданиеFurther studyЧтение
Чтение
Lesson 5: Summary and next stepsЧтение