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From Data to Decisions: Finding Patterns with AI
Coursera
Course
Unknown

From Data to Decisions: Finding Patterns with AI

Vanderbilt University

Learn to create univariate graphs such as histograms and box plots using AI tools to automate and streamline data analysis and identify statistical patterns.

Unknown2 weeksKK, UZ, English, HU

About this Course

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

What You'll Learn

  • Explore conditional means through statistical methods like ANOVA
  • Apply t-tests and use AI tools to create visualizations
  • Interpret bar charts
  • Interpret dot plots

Prerequisites

  • Basic computer and internet skills helpful
  • Ability to read course instructions in English and complete short practice activities

Instructors

W

William Doyle

Department Chair, Department of Leadership, Policy, and Organizations

Topics

Data Analysis
Data Science
Business Strategy
Business
Statistical Analysis
Statistical Inference
Statistics
Statistical Hypothesis Testing
Plot (Graphics)
Graphing

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
استراتيجية الأعمال
الأعمال
التحليل الإحصائي
الاستدلال الإحصائي
الإحصاء
اختبار الفرضيات الإحصائية
Plot (Graphics)
Graphing

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