Data Visualization for Decision-Making: Power BI Step by Step | MG628
FOMBA KASSOH
0:00 / 0:00
Data Visualization for Decision-Making: Power BI Step by Step | MG628
15 просмотров · 7 дней назад
FOMBA KASSOH
1 подписчик
15 просмотров · 7 дней назад
How does data visualization change the decisions managers make? This lecture answers that question and then builds the answer, step by step, in Power BI: from raw files to an interactive decision dashboard.
Part of MG628 – Data Analysis for Managerial Decisions (Lecture A of 2; Lecture B covers Tableau). Instructor: Professor Fomba Kassoh.
By the end of this lecture you will be able to:
Explain the role of visualization in insight discovery, communication and strategic planning
Navigate Power BI Desktop: Report, Table and Model views; the Data, Visualizations and Filters panes
Prepare data with Power Query: import, clean and transform raw files
Model a star schema and write DAX measures (COUNTROWS, AVERAGE, CALCULATE, DIVIDE, SWITCH, USERELATIONSHIP)
Build and format KPI cards, gauges, bar, line, histogram, scatter, donut, stacked-column, matrix, treemap, map and decomposition-tree visuals
Recognise threats to accuracy and relevance, and turn a dashboard into a recommendation
Worked examples use a 100-customer segmentation dataset, a 663-customer master file and a 306-store list. Healthcare and public-administration models are presented at the level of method.
CHAPTERS
0:00 Introduction: visualization and decision-making
1:06 Why a picture beats a table
2:01 Learning objectives
3:40 The Power BI workflow in five steps
5:16 Part 1 — Tour of Power BI Desktop
7:12 Part 2 — Preparing data with Power Query
9:08 Splitting, removing and profiling columns
12:48 Knowledge check 1
13:44 Part 3 — Modeling the data (star schema)
16:37 Creating and verifying relationships
17:31 Active and inactive relationships (USERELATIONSHIP)
19:13 Part 4 — Measures with DAX
21:15 CALCULATE and DIVIDE
23:12 Part 5 — Building the visuals: KPI cards and gauges
26:59 Bar and line charts
30:50 Histograms and scatter plots
34:41 Donut, stacked column and heat-map matrix
39:59 Treemaps and maps
43:54 The loyalty-tier paradox
44:44 Decomposition tree
46:31 Choosing the right visual
47:30 Part 6 — Formatting the visuals
51:51 Slicers, interactions and dashboard layout
53:46 Knowledge check 3
54:51 Part 7 — Accuracy, relevance and the decision
56:08 From dashboard to recommendation
57:06 Healthcare and public administration roadmaps
1:00:07 Summary and next steps
RESOURCES
Course data files and practice materials: [add course-site link]
TOOLS: Microsoft Power BI Desktop · Power Query · DAX
Narration is AI-generated with ElevenLabs from the instructor's script.
#PowerBI #DataVisualization #BusinessAnalytics #DataAnalytics #DAX #PowerQuery