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
Skills you'll gain
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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