In this specialization, learners will use generative AI as both a statistical programming language and as a tutor to help understand basic statistics. Beginning with the basics of formulating research questions, the specialization then moves on to descriptive statistics and graphics and some of the basics of predictive analysis, all without requiring any coding skills.
From Data To Decision With AI Specialization
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
Included with 
Get in-depth knowledge of a subject
(11 reviews)
Beginner level
No prior experience required
1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject
(11 reviews)
Beginner level
No prior experience required
1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
What you'll learn
Identify variables, analyze data insights, and generate results using generative AI to support evidence-based decisions in research.
Overview
Skills you'll gain
- Regression Analysis
- Descriptive Statistics
- Probability & Statistics
- Statistical Hypothesis Testing
- Predictive Analytics
- Data Literacy
- Data Analysis
- Scatter Plots
- Data Visualization
- Statistical Analysis
- Analytical Skills
- Exploratory Data Analysis
- Data Presentation
- Technical Communication
- Data-Driven Decision-Making
- Statistical Methods
- Box Plots
- Correlation Analysis
- Data Storytelling
Tools you'll learn
What’s included
Shareable certificate
Add to your LinkedIn profile
Taught in English
20 practice exercises
Advance your subject-matter expertise
- Learn in-demand skills from university and industry experts
- Master a subject or tool with hands-on projects
- Develop a deep understanding of key concepts
- Earn a career certificate from Vanderbilt University
Specialization - 3 course series
What you'll learn
How to formulate research questions.
How to summarize different types of data
Skills you'll gain
Analytical Skills, Data Literacy, Exploratory Data Analysis, Data Analysis, Statistical Analysis, Data-Driven Decision-Making, Decision Making, Descriptive Statistics, Generative AI, and Artificial Intelligence
What you'll learn
Skills you'll gain
Data-Driven Decision-Making, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Data Analysis, Statistical Analysis, Generative AI, Data Presentation, Data Visualization, Technical Communication, Statistics, Box Plots, Statistical Inference, Statistical Methods, and Scatter Plots
What you'll learn
Skills you'll gain
Data Analysis, Predictive Analytics, Data Presentation, Regression Analysis, Statistical Methods, Technical Communication, Probability & Statistics, Statistical Analysis, Scatter Plots, Correlation Analysis, and Generative AI
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
Instructor
Offered by
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Frequently asked questions
This course is completely online, so there’s no need to show up to a classroom in person. You can access your lectures, readings and assignments anytime and anywhere via the web or your mobile device.
Yes! To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate. When you subscribe to a course that is part of a Specialization, you’re automatically subscribed to the full Specialization. Visit your learner dashboard to track your progress.
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
More questions
Financial aid available,