Coursera

Data Visualization Primer: Tools & Techniques 专项课程

Coursera

Data Visualization Primer: Tools & Techniques 专项课程

Data Visualization And Storytelling With AI Tools. Transform data into compelling visual stories using modern tools and AI-powered techniques.

Dev Ramesh
Caio Avelino
Starweaver

位教师:Dev Ramesh

访问权限由 New York State Department of Labor 提供

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4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Create compelling data visualizations using Excel, Power BI, Tableau, and Python libraries for diverse business applications.

  • Develop strategic data storytelling skills to communicate insights effectively to executives and stakeholders.

  • Implement AI-powered visualization techniques to automate workflows and enhance analytical capabilities.

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授课语言:英语(English)
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专业化 - 9门课程系列

Overview of Data Visualization

Overview of Data Visualization

第 1 门课程 1小时

您将学到什么

  • Describe the concept and benefits of data visualization.

  • Demonstrate the process of charting data in Google Sheets.

  • Visualize data using the appropriate type of chart.

您将获得的技能

类别:Graphing
类别:Google Sheets
类别:Data Literacy
类别:Data Presentation
类别:Spreadsheet Software
类别:Data Visualization
类别:Data Visualization Software
类别:Data Compilation

您将学到什么

  • Gather and export data in Microsoft Excel

  • Create charts in Microsoft Excel

  • Generate report in Microsoft Excel

您将获得的技能

类别:Microsoft Excel
类别:Data Visualization
类别:Report Writing
类别:Data Visualization Software
类别:Business Reporting
类别:Microsoft 365
类别:Data Import/Export

您将学到什么

  • Analyze the role of storytelling in data visualization to enhance audience engagement and facilitate deeper understanding.

  • Design and synthesize effective, persuasive data visualizations by applying advanced design principles and storytelling techniques.

  • Evaluate and interpret data critically for accuracy, relevance, and potential biases to ensure integrity and objectivity in narratives.

  • Demonstrate the ability to select and effectively use various tools and software for developing engaging and visually appealing data stories.

您将获得的技能

类别:Data Presentation
类别:Data Storytelling
类别:Data Visualization Software
类别:Storytelling
类别:Presentations
类别:Data Integrity
类别:Statistical Visualization
类别:Microsoft Excel
类别:Design Elements And Principles
类别:Data Visualization
类别:Drive Engagement
类别:Infographics

您将学到什么

您将获得的技能

类别:Data Storytelling
类别:Generative AI
类别:Interactive Data Visualization
类别:Data Presentation
类别:LLM Application
类别:Data Wrangling
类别:Data Visualization Software
类别:Real Time Data
类别:Prompt Engineering
类别:Data-Driven Decision-Making

您将学到什么

  • Transform raw data into strategic stories using the storytelling arc (setup, insight, action) to drive clear, audience-focused communication.

  • Design purposeful Power BI and Tableau dashboards using layout, visual hierarchy, and interactivity to steer leadership decisions.

  • Select the right visuals and tools (filters, tooltips, annotations, story points) to highlight what matters most in business conversations.

  • Present dashboards with confidence to executives and stakeholders by leading insight-driven walkthroughs and anticipating business questions.

您将获得的技能

类别:Dashboard
类别:Data Storytelling
类别:Interactive Data Visualization
类别:Power BI
类别:Tableau Software
类别:Analytics
类别:Constructive Feedback
类别:Customer Insights
类别:Business Intelligence
类别:Data-Driven Decision-Making
类别:Storytelling
类别:Data Visualization Software
类别:Management Reporting
类别:Data Presentation
类别:Presentations
类别:Strategic Decision-Making
类别:Data Literacy
类别:Data Structures
类别:User Feedback
类别:Data Visualization

您将学到什么

  • Learn to analyze Time series data using different tasks

  • Learn to analyze boxplots, linecharts and barcharts

  • Learn to work with plotly python module

您将获得的技能

类别:Plotly
类别:Time Series Analysis and Forecasting
类别:Statistical Visualization
类别:Data Preprocessing
类别:Data Visualization
类别:Data Visualization Software
类别:Anomaly Detection
类别:Python Programming
类别:Box Plots
类别:Exploratory Data Analysis
类别:Heat Maps

您将学到什么

  • Explain the importance of data visualization in data analysis and interpretation.

  • Create basic plots using Seaborn to visualize data distributions and relationships.

  • Utilize advanced statistical plots in Seaborn for in-depth data analysis and exploration.

  • Customize and enhance Seaborn visualizations to effectively communicate insights from data.

您将获得的技能

类别:Seaborn
类别:Scatter Plots
类别:Box Plots
类别:Data Presentation
类别:Data Storytelling
类别:Heat Maps
类别:Statistical Analysis
类别:Matplotlib
类别:Histogram
类别:Data Literacy
类别:Statistical Visualization
类别:Data Visualization
类别:Data Visualization Software
类别:Python Programming

您将学到什么

  • Understand python programming fundamentals for data visualization

  • Leverage the power of Matplotlib and Seaborn

  • Plot histograms, countplots, scatterplots, and line plots

您将获得的技能

类别:Seaborn
类别:Scatter Plots
类别:Matplotlib
类别:Plot (Graphics)
类别:Data Visualization Software
类别:Graphing
类别:Statistical Visualization
类别:Data Visualization
类别:Python Programming
类别:Histogram

您将学到什么

  • Identify specific scenarios where GenAI can be applied in BI tasks such as data exploration, analysis and visualization.

  • Assessing the impact of GenAI on actual BI operations to identify efficiency improvements, cost reductions and enhanced insights.

  • Addressing Bias and Equity; Delve into the issue of bias within GenAI models and its impact on data analysis and decision making.

您将获得的技能

类别:Generative AI
类别:Exploratory Data Analysis
类别:Responsible AI
类别:Business Process Automation
类别:Project Implementation
类别:Data Storytelling
类别:Business Intelligence
类别:Data Validation
类别:Data Ethics
类别:Data-Driven Decision-Making
类别:Business Analytics

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位教师

Dev Ramesh
Coursera
2 门课程 3,103 名学生
Caio Avelino
9 门课程 7,709 名学生
Starweaver
Coursera
548 门课程 996,451 名学生

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