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Курс от Vanderbilt University
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From Data to Decisions: Finding Patterns with AI
Курс от Vanderbilt UniversityО курсе
This course teaches students how to generate univariate graphics, such as histograms and box plots, using generative AI tools to automate and streamline the analysis process. Students will explore conditional means through statistical methods like ANOVA and t-tests, while also using AI to create and interpret visualizations, such as bar charts and dot plots. A key focus will be on leveraging AI to both carry out analyses and generate clear, data-driven explanations of the results. By the end, students will confidently utilize AI to enhance their data analysis and communication skills.
Навыки, которые вы освоите
Artificial IntelligenceTechnical CommunicationStatistical Hypothesis TestingStatistical MethodsData VisualizationStatistical InferenceGenerative AIExploratory Data AnalysisData AnalysisAI literacyStatistical VisualizationData-Driven Decision-MakingData StorytellingGraphingData PresentationAnalyticsPlot (Graphics)Box PlotsStatistical AnalysisProbability & Statistics
Программа курса
2 модулей · 22 учебных материалов
01Understanding Patterns for Single Variables9 материалов
Introduction: Finding Patterns in the Data
IntroductionВидеоGraphics to Describe Continuous Variables
Graphics to Describe Continuous VariablesВидеоQuiz: Graphics for Continuous VariablesЗаданиеPrompts for Graphics for Continuous Variables
Prompts for Graphics for Continuous VariablesВидеоУчитесь у экспертов
William Doyle
Department Chair, Department of Leadership, Policy, and Organizations