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Data Analytics for Students · LearnSpace
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Data Analytics for Students

Курс от Madecraft
Начальный≈ 7.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Data sits at the center of every modern business decision, but having data doesn't automatically produce insight. For most students and early-career professionals, the missing piece isn't the data itself, it's a structured way to think about it, question it, and act on it. This course builds that foundation, equipping you with frameworks, tools, and critical thinking skills to work confidently with data. You'll work through a proven five-step problem-solving framework, moving from defining the right business question to delivering data-informed recommendations. You'll practice core analysis techniques in Excel, apply the four foundational stages of analytics, and build dashboards that surface insights at a glance. You'll also map the full range of data sources driving business strategy, from sales and marketing to psychographic and competitive intelligence, sharpening your judgment to select the right source for each decision. By the end of this course, you'll be able to apply a structured analytical framework to real business challenges, evaluate and interpret the data sources that drive meaningful decisions, and communicate findings that influence strategy with clarity and confidence.e.g. This is primarily aimed at first- and second-year undergraduates interested in engineering or science, along with high school students and professionals with an interest in programming.

Навыки, которые вы освоите

Data-Driven Decision-MakingDescriptive AnalyticsData AnalysisKey Performance Indicators (KPIs)Dashboard CreationPredictive AnalyticsDashboardData VisualizationExcel FormulasAnalytical SkillsData LiteracyAnalyticsBusiness AnalysisStatistical ReportingMarketing AnalyticsBusiness AnalyticsAnalysisBusiness IntelligenceMicrosoft ExcelData Presentation

Программа курса

8 модулей · 54 учебных материалов

01Evaluating the Role and Limits of Data in Decision-Making6 материалов

Welcome

Data moves a business forwardВидео

What Is the Value of Data?

What Is the Value of Data?Видео

The Risk of Leaning Too Much on Data

The Risk of Leaning Too Much on DataВидео

Combining Data and Intuition

Combining Data and IntuitionВидео

Учитесь у экспертов

Madecraft

Преподаватель курса

Data Analytics for Students
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Обучение на Coursera

≈ 7.1 ч

8 модулей

Язык: Английский

Часть программы вашего университета
Don't Bet the Budget: Helping an Analyst Trust Her InstinctsDIALOGUE
Data's Value, Limits, and the Judgment In BetweenЗадание
02Defining Problems and Identifying the Right KPIs7 материалов

Why a Data Framework Matters: A Five-Step Overview

Why a Data Framework Matters: A Five-Step OverviewВидеоThe Analyst's Starting Line: Why Structured Thinking Comes Before the DataЧтение

Define the Problem

Define the ProblemВидеоDon't Fix the Template Yet: Pinpointing the Real ProblemDIALOGUE

Identify the Key Performance Indicators

Identify the Key Performance IndicatorsВидеоCut the List in Half: Helping a Manager Find His True KPIsDIALOGUEDefining the Right Problem and Choosing the Metrics That MatterЗадание
03Governing Data and Driving Decisions from Analysis8 материалов

Data Governance

Data GovernanceВидеоThe Foundation before the Analysis: What Data Governance Actually ProtectsЧтение

Data Analysis

Data AnalysisВидеоSkip the Foundation, Undermine the Recommendation: Sequencing the Analytical StagesDIALOGUEKnowing Which Stage of Analysis You're InЗадание

Using Data to Inform Business Decisions

Using Data to Inform Business DecisionsВидеоGood Enough to Act: Helping an Analyst Know When the Analysis Is DoneDIALOGUEGoverning Data and Deciding When to ActЗадание
04Applying the Four Stages of Analysis with Excel and Visualization8 материалов

Four Stages of Analysis

Four Stages of AnalysisВидеоAsking the Right Question First: A Business Guide to the Four Stages of AnalyticsЧтение

Analyzing Data with Excel

Analyzing Data with ExcelВидеоThe Numbers Look Right Until They Don't: Catching a Formula Error Before the Board MeetingDIALOGUEPutting Excel to Work: Formulas, Clean Data, and Analytical AccuracyЗадание

The Value of Data Visualization

The Value of Data VisualizationВидеоInsights at a Glance: Helping a BI Lead Simplify Without Losing DepthDIALOGUEChoosing the Right Analytical Stage and Getting the Data RightЗадание
05Modeling Data and Building Dashboards for Scalable Reporting8 материалов

Data Modeling

Data ModelingВидеоWhy Your Data Sources Can't Talk to Each Other (and What to Do About It)ЧтениеData Model Relationships: When to Merge, Join, and Watch Out for DuplicationЗадание

The Value of a Dashboard

The Value of a DashboardВидеоWhat Does the CEO Actually Need to See? Designing a Dashboard with PurposeDIALOGUE

Building an Analytics Infrastructure

Building an Analytics InfrastructureВидеоFrom Reactive to Ready: Helping a Manager See the Case for Proactive ReportingDIALOGUEConnecting Data, Designing Dashboards, and Building for ScaleЗадание
06Mapping Your Data Ecosystem and Interpreting Sales and Marketing Data8 материалов

Data Source Map

Data Source MapВидеоThe Map before the Analysis: Building Visibility into Your Data EcosystemЧтение

Internal vs. External Data Sources

Internal vs. External Data SourcesВидеоThe Data You Have vs. the Data You Need: Recognizing When Internal Sources Aren't EnoughDIALOGUE

Sales Data

Sales DataВидео

Marketing Data

Marketing DataВидеоMore Traffic, Higher Cost: Reading the Full Story in Your Marketing DataDIALOGUEKnowing Your Data Ecosystem: Sources, Types, and What They Tell YouЗадание
07Leveraging Cost, Psychographic, and Competitive Intelligence Data7 материалов

Cost Data

Cost DataВидеоThe Hidden Engine of Every Pricing Decision: Understanding Fixed and Variable CostsЧтение

Psychographic Data

Psychographic DataВидеоWhat Customers Say vs. What They Do: Reading Psychographic Data with Healthy SkepticismDIALOGUE

Competitive Intelligence

Competitive IntelligenceВидеоWhat the Competition Isn't Telling You: Using Competitive Intelligence to Hold Your PositionDIALOGUEPricing, Customer Psychology, and Competitive Positioning: Using the Data That Shapes StrategyЗадание
08Conclusion2 материалов

Your Path Forward

Your Path ForwardВидеоData in Action: A Cumulative Assessment of Your Analytical ThinkingЗадание