University of Colorado Boulder
Machine Learning: Theory and Hands-on Practice with Python Specialization

Gain next-level skills with Coursera Plus for $199 (regularly $399). Save now.

University of Colorado Boulder

Machine Learning: Theory and Hands-on Practice with Python Specialization

Develop Foundational Machine Learning Skills. Add Supervised, Unsupervised, and Deep Learning techniques to your Data Analysis toolkit.

Daniel E. Acuna

Instructor: Daniel E. Acuna

Included with Coursera Plus

Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Understand and explain the core paradigms of machine learning and deep learning.

  • Build, evaluate, and interpret predictive and exploratory models.

  • Apply advanced modeling techniques to complex, high-dimensional, and unstructured data.

  • Make informed, industry-relevant modeling decisions grounded in best practices and ethics.

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English
Recently updated!

January 2026

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

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 University of Colorado Boulder

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Frequently asked questions