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

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Emily Fox
Carlos Guestrin

Instructors: Emily Fox

207,657 already enrolled

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Specialization - 4 course series

Get in-depth knowledge of a subject

4.7

(12,527 reviews)

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

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Specialization - 4 course series

Get in-depth knowledge of a subject

4.7

(12,527 reviews)

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

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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
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Specialization - 4 course series

Machine Learning Foundations: A Case Study Approach

Course 118 hours4.6 (13,384 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 (5,543 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 (3,712 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 (2,345 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 Courses473,841 learners

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