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Structured Approach to Problem Solving · LearnSpace
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Structured Approach to Problem Solving

Курс от Fractal Analytics
Начальный≈ 15.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course is an introductory course that equips you with the concepts and tools of problem thinking. By the end of this course, you will be able to: 1. Explain the different stages of a data science project 2. Discuss some of the tools and techniques used in data science. 3. Apply structured thinking to solving problems and avoid the common traps while doing so 4. Apply human-centric design in problem-solving. This course also acts as the first stepping-stone for aspiring data scientists. This course is a part of the program titled Fractal Data Science Professional Certificate. This course is tailored for learners seeking to enhance their analytical and critical thinking abilities. Ideal for students, professionals, and anyone intrigued by systematic approaches, this course empowers you with the foundational skills needed to approach problems with clarity and confidence.

Навыки, которые вы освоите

Problem SolvingHuman Centered DesignAnalytical SkillsUser Centered DesignComplex Problem SolvingData ScienceCritical Thinking and Problem SolvingCritical ThinkingDecision MakingSolution Design

Программа курса

3 модулей · 66 учебных материалов

01Structured Thinking30 материалов

Welcome

What Is Data Science?ВидеоThe Future of Data ScienceЧтениеCourse IntroductionВидеоCourse SyllabusЧтение

Учитесь у экспертов

Fractal Analytics Academy

Преподаватель курса

Ajoy Singh

Ajoy Singh

Structured Approach to Problem Solving
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Обучение на Coursera

≈ 15.5 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Skills and Competencies for the Future WorkforceЧтение
A day in the life of a Data ScientistВидео
The Global Problem StatementЧтение

Overview of Data Science Projects

Stages of a Data Science ProjectВидеоRoles in a Data Science ProjectВидеоTools of the TradeВидеоApplications of Data ScienceВидеоStory of a Data ScientistЧтениеIntroduction to Data ScienceЗаданиеGet the Problem Right: The Key to Data Science SuccessDIALOGUE

Introduction to Structured Thinking

Introduction to Structured ThinkingВидеоFrameworks of Structured ThinkingВидеоStructured Thinking and Problem SolvingВидеоStructured Thinking in Solving Business ProblemsВидеоSolving Problems Like a ProЧтениеStructured Thinking & Efficient Project Management ЗаданиеStructured Approach - An IntroductionЗадание

Structured Thinking & Defining problem statements

Framing the Problem StatementВидеоThe Common Pitfalls — The Loop TrapВидеоThe Common Pitfalls — The Complexity TrapВидеоThe Common Pitfalls — The Obvious TrapВидеоCollaboration & problem-solving. ОбсуждениеDefining a Problem StatementВзаимная проверкаProblem StatementsЗаданиеEnd of Module Graded QuizЗаданиеTell us what you think!Чтение
02Solving Problems with Structured Thinking24 материалов

Defining a Problem Statement

Defining a Problem Statement Worksheet (PSW)ВидеоHow the PSW Helps in Defining a Problem StatementВидеоBest Practices and Pitfalls of a PSWЧтениеSolving ProblemsЗаданиеCreating a PSWЗадание

Frameworks of Problem Solving

Mutually Exclusive and Collectively Exhaustive (MECE)ВидеоWhat is an Issue Tree?ВидеоCreating an Issue TreeВидеоWhat is a Hypothesis Tree?ЧтениеOther Frameworks for Problem-SolvingЧтениеFrameworks of Problem SolvingЗадание

Finalizing the Solution

Documenting the Implementation PhaseВидеоThe Adoption PlanВидеоMetrics for Evaluation-1ВидеоMetrics for Evaluation-2ВидеоCreating User Research for InsightsВидеоAI and Automation ОбсуждениеFinalizing Solutions

Before Implementation of Solution

Common Design PitfallsВидеоCommon Strategic PitfallsВидеоPhases of Testing a DS ProjectВидеоUser Centricity in Design and StrategyОбсуждениеImplementing a Solution - Getting readyЗаданиеEnd of Module Graded QuizЗадание
03Human-Centered Design12 материалов

Introduction to Human-Centered Design (HCD)

Human-Centered Design (HCD) and EmpathyВидеоOptional Reading - User Centered Design in a Product Development Lifecycle ProcessЧтениеWhat is HCD?ВидеоEmpathy Map — Why and HowЧтениеThe Discovery PhaseВидеоEmpathy Map, User Persona, and User FlowЧтениеThe Solution PhaseВидеоFireside Chat with Biju DominicВидеоHuman-Centric Designs in Daily LifeОбсуждениеEmpathy in Design — Three Strategies to Build EmpathyВидеоKeeping User at the CenterЗаданиеCase Study: Traffic Signals — How to Design Better Traffic Signals for Colorblind Individuals (Especially Red and Green Colorblind Individuals)Взаимная проверка
Задание