University of Washington
Machine Learning Specialization
University of Washington

Machine Learning Specialization

Build Intelligent Applications. Master machine learning fundamentals in four hands-on courses.

Taught in English

Some content may not be translated

Emily Fox
Carlos Guestrin

Instructors: Emily Fox

205,868 already enrolled

Included with Coursera Plus

Specialization - 4 course series

Get in-depth knowledge of a subject

4.7

(12,515 reviews)

Intermediate level
Some related experience required
2 months at 10 hours a week
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Specialization - 4 course series

Get in-depth knowledge of a subject

4.7

(12,515 reviews)

Intermediate level
Some related experience required
2 months at 10 hours a week
Flexible schedule
Learn at your own pace

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

Placeholder

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 Washington
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 4 course series

Machine Learning Foundations: A Case Study Approach

Course 118 hours4.6 (13,374 ratings)

What you'll learn

Skills you'll gain

Category: Python Programming
Category: Machine Learning Concepts
Category: Machine Learning
Category: Deep Learning

Machine Learning: Regression

Course 222 hours4.8 (5,538 ratings)

What you'll learn

Skills you'll gain

Category: Linear Regression
Category: Ridge Regression
Category: Lasso (Statistics)
Category: Regression Analysis

Machine Learning: Classification

Course 321 hours4.7 (3,709 ratings)

What you'll learn

Skills you'll gain

Category: Logistic Regression
Category: Statistical Classification
Category: Classification Algorithms
Category: Decision Tree

Machine Learning: Clustering & Retrieval

Course 417 hours4.7 (2,343 ratings)

What you'll learn

Skills you'll gain

Category: Data Clustering Algorithms
Category: K-Means Clustering
Category: Machine Learning
Category: K-D Tree

Instructors

Emily Fox
University of Washington
6 Courses470,338 learners

Offered by

Industry partners

Partner 1

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."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions