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
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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
- Probability & Statistics
- Data Literacy
- Regression Analysis
- Correlation Analysis
- Technical Communication
- Exploratory Data Analysis
- Data Presentation
- Data-Driven Decision-Making
- Descriptive Statistics
- Statistical Methods
- Scatter Plots
- Data Visualization
- Box Plots
- Data Storytelling
- Analytical Skills
- Statistical Analysis
- Data Analysis
- Statistical Hypothesis Testing
- Predictive Analytics
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
Category: Data Analysis
Category: Descriptive Statistics
Category: Data-Driven Decision-Making
Category: Generative AI
Category: Decision Making
Category: Data Literacy
Category: Artificial Intelligence
Category: Analytical Skills
Category: Statistical Analysis
Category: Exploratory Data Analysis
What you'll learn
Skills you'll gain
Category: Data Storytelling
Category: Statistics
Category: Exploratory Data Analysis
Category: Statistical Methods
Category: Data Analysis
Category: Box Plots
Category: Data-Driven Decision-Making
Category: Generative AI
Category: Technical Communication
Category: Statistical Inference
Category: Data Visualization
Category: Statistical Hypothesis Testing
Category: Statistical Analysis
Category: Data Presentation
Category: Scatter Plots
What you'll learn
Skills you'll gain
Category: Predictive Analytics
Category: Statistical Methods
Category: Statistical Analysis
Category: Data Presentation
Category: Scatter Plots
Category: Regression Analysis
Category: Correlation Analysis
Category: Technical Communication
Category: Data Analysis
Category: Generative AI
Category: Probability & Statistics
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
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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.
If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.
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.
More questions
Financial aid available,