From Data To Decision With AI Specialization

Learn to Harness Generative AI for Data Analysis. Learn the basics of data analysis, including structuring questions, finding patterns, and making predictions, using generative AI.

Instructor: William Doyle

What you'll learn

  •   Identify variables, analyze data insights, and generate results using generative AI to support evidence-based decisions in research.
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  • Skills you'll gain

  •   Predictive Analytics
  •   Artificial Intelligence
  •   Statistical Methods
  •   Regression Analysis
  •   Statistical Analysis
  •   Statistical Hypothesis Testing
  •   Generative AI
  •   Data Presentation
  •   Descriptive Statistics
  •   Box Plots
  •   Exploratory Data Analysis
  •   Data Analysis
  • Specialization - 3 course series

    In 1 - 2 sentences, describe the nature of the included projects and how learners will apply the skills to solve an authentic problem. i.e., “Learners will build a complete functional Android app by applying knowledge and skills including Java Programming, Android Studio Tools, etc.”

    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.

    If you have little experience with data analysis, we recommend starting with From Data to Decisions: Getting Started with AI and From Data to Decisions: Finding Patterns with AI to better prepare for this course.

    From Data to Decisions: Finding Patterns with AI

    From Data to Decisions: Making Predictions with AI

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