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Data Visualization and Storytelling with Plotly in Python · LearnSpace
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Data Visualization and Storytelling with Plotly in Python

Курс от Board Infinity
Средний≈ 15.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This hands-on, project-based course teaches you how to transform raw learning-platform data into compelling, interactive visual stories using Python and Plotly. Rather than learning chart types in isolation, you'll work through a single end-to-end project analyzing an EdTech platform's enrollments, engagement, assessments, and revenue — so you continually see how individual visuals combine into a persuasive, data-driven narrative. You'll begin with the foundations of effective visualization and the psychology of visual perception, learning why storytelling turns charts into decisions. From there, you'll set up the Plotly environment and master both core APIs — Plotly Express for speed and Graph Objects for control — before building a complete chart toolkit organized by storytelling purpose: comparison, trend, composition, distribution, and relationship. The course then advances into geospatial maps, multi-chart layouts, dual-axis combos, interactive controls, and the design judgment needed to declutter, highlight, and visualize honestly. In the final stretch, you'll bring everything together by building and deploying a multi-page interactive Dash dashboard, complete with callbacks, cross-filtering, KPI cards, and cloud deployment. By the end, you'll have a portfolio-ready, fully interactive learner-analytics dashboard and the ability to communicate insights clearly to any audience — from executives to fellow analysts. The course spans 4 modules, 12 lessons, and 48 videos (6–8 minutes each), totaling roughly 4.5–5 hours of focused video content. Independent Course Disclaimer Disclaimer: This is an independent educational resource created by Board Infinity for informational and educational purposes only. This course is not affiliated with, endorsed by, sponsored by, or officially associated with any company, organization, or certification body unless explicitly stated. The content provided is based on industry knowledge and best practices but does not constitute official training material for any specific employer or certification program. All company names, trademarks, service marks, and logos referenced are the property of their respective owners and are used solely for educational identification and comparison purposes.

Навыки, которые вы освоите

PlotlyData StorytellingInteractive Data VisualizationDashboardStatistical VisualizationGeospatial MappingDashboard CreationData PresentationData WranglingData VisualizationExploratory Data AnalysisPandas (Python Package)Data Visualization SoftwareData AnalysisBox PlotsSpatial Data AnalysisPython ProgrammingScatter PlotsPlot (Graphics)Data Science

Программа курса

4 модулей · 64 учебных материалов

01Module 1: Foundations of Data Visualization Plotly16 материалов

Why Visualization Storytelling Matter

What Is Data Visualization Storytelling?ВидеоHow Humans Read Charts Visual PerceptionВидеоThe Anatomy of a Data StoryВидеоMeet the Project EdTech Learner DataВидео

Учитесь у экспертов

Board Infinity

Instructor

Data Visualization and Storytelling with Plotly in Python
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 15.4 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Why Visualization Storytelling MatterЗадание

Setting Up First Charts with Plotly

Installing Configuring the Plotly EnvironmentВидеоLoading Exploring the Learner DatasetВидеоYour First Chart with Plotly ExpressВидеоExpress vs. Graph Objects When to Use EachВидеоSetting Up First Charts with PlotlyЗадание

Customizing Theming Charts

Titles, Axes, Labels AnnotationsВидеоColor, Palettes AccessibilityВидеоLayout, Templates Brand ThemesВидеоExporting Charts Static InteractiveВидеоCustomizing Theming ChartsЗаданиеFoundations of Data Visualization PlotlyЗадание
02Module 2: The Chart Toolkit Choosing Building Visuals16 материалов

Comparison Ranking Charts

Bar Column Charts Done RightВидеоLollipop, Dot Plots Diverging BarsВидеоBullet KPI Indicator ChartsВидеоChoosing the Right Comparison ChartВидеоComparison Ranking ChartsЗадание

Trend Time-Series Visuals

Line, Area Stacked Area ChartsВидеоHighlighting Trends Annotations RangesВидеоRange Band Charts for UncertaintyВидеоAnimated Time-Series StorytellingВидеоTrend Time-Series VisualsЗадание

Composition, Distribution Relationship Charts

Pie, Donut, Treemap SunburstВидеоHistograms, Box Violin PlotsВидеоScatter, Bubble Correlation VisualsВидеоHeatmaps Density VisualsВидеоComposition, Distribution Relationship ChartsЗаданиеThe Chart Toolkit Choosing Building VisualsЗадание
03Module 3: Advanced Visuals Storytelling Techniques16 материалов

Geospatial Map Visualizations

Choropleth Maps Learners by RegionВидеоScatter Bubble Maps for Learner HubsВидеоDensity Maps Region HighlightingВидеоAnimated Interactive Map StoriesВидеоGeospatial Map VisualizationsЗадание

Multi-Chart Layouts Interactivity

Subplots FacetingВидеоDual-Axis Combo ChartsВидеоInteractive Controls Buttons DropdownsВидеоHover, Click Custom TooltipsВидеоMulti-Chart Layouts InteractivityЗадание

The Art of Visual Storytelling

Data-Ink Ratio DeclutteringВидеоColor Annotation for Narrative FocusВидеоHonest Visualization Avoiding DeceptionВидеоStructuring a Multi-Chart NarrativeВидеоThe Art of Visual StorytellingЗаданиеAdvanced Visuals Storytelling TechniquesЗадание
04Module 4: Building Deploying an Interactive Dashboard16 материалов

Dashboard Fundamentals with Dash

Introduction to Dash App StructureВидеоLayouts with Dash Bootstrap ComponentsВидеоAdding KPI Cards Static ChartsВидеоTheming Branding the DashboardВидеоDashboard Fundamentals with DashЗадание

Interactivity with Callbacks

Callback Basics Inputs OutputsВидеоFilters Dropdowns, Sliders Date PickersВидеоCross-Filtering Linked ViewsВидеоMulti-Page Dashboard NavigationВидеоInteractivity with CallbacksЗадание

Polishing, Deployment Best Practices

Performance, Caching ResponsivenessВидеоDeploying the Dashboard to the CloudВидеоDocumentation, GitHub Portfolio PresentationВидеоProject Recap, Pitfalls Next StepsВидеоPolishing, Deployment Best PracticesЗаданиеBuilding Deploying an Interactive DashboardЗадание