PROFESSIONAL EDUCATION

Artificial Intelligence and Machine Learning

Drive tangible value and shape the future of your organization.

After completing the course, you will be able to:

Interpret big data-related solutions
Understand the basic concepts of predictive analytics and machine learning
Use the scripting programming languages, including Python, to process, visualize, and analyze large data sets and implement machine-learning solutions
Earn a credential certifying completion from the University of Chicago and become part of the UChicago network

Course Modules

1

Dating with Data—Introduction to Predictive Analytics and the Evolution of ML

2

Data Exploration and Pattern Detection via Partitioning—Unsupervised Big Data Algorithms

3

Tackling Big Data Challenges—Data Transformation and Dimension Reduction

4

From Training to Predictive Decisions—Supervised and Semi-Supervised Learning

5

Evolution of Decisions through ML—Prediction with Support Vectors and Decision Trees

6

The Wisdom of Crowds—Ensemble Learning

7

Unlocking the Machine Black Box

8

Applied ML—Recommendation Systems, Graph Networks, and Social Network Analysis

Our Approach to Online Learning

In this eight-week course, you will explore the mathematical and theoretical frameworks you need to apply the machine-learning applications at use in today’s business world.

Flexible

Make the most of your time with a modality that lets you study and complete coursework at your own pace. If you are unable to attend webinars or live sessions, you can access them later.

Interactive

Our interactive content includes videos from instructors at the University of Chicago and visual and graphic materials that provide real-life examples.

Personalized

The instructional assistant—a subject matter expert—will accompany you on your journey through the content, answering your questions and providing feedback on your work.

Meet Your Instructor

Utku Pamuksuz, PhD

Chief Data Scientist and Cofounder, Inference Analytics

Unique Program Features

Live Sessions

World-Class Instructors

Hands-On Learning

International Networking

This course is an excellent fit for:

Professionals who want to learn about machine learning and make the most of artificial intelligence
Consultants looking to turn big data into machine learning to solve business problems
Technical practitioners eager to turn data into tangible business results through machine learning

Student Feedback

I chose this UChicago course over others because it covers both supervised and unsupervised learning. I now have a thorough understanding of the entire machine-learning ecosystem. This course combines rigor with practical application, which is exactly what I was looking for.

Eric Moreno

Associate Founder of Censor Consulting, S.L.

Home to 99 affiliated Nobel laureates, UChicago is where learners turn ideas into impact.

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