University of Washington
Machine Learning Specialization
University of Washington

Machine Learning Specialization

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

Emily Fox
Carlos Guestrin

Instructors: Emily Fox

210,217 already enrolled

Included with Coursera Plus

Get in-depth knowledge of a subject
4.7

(12,560 reviews)

Intermediate level
Some related experience required
2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.7

(12,560 reviews)

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

Details to know

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Taught in English

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Specialization - 4 course series

Machine Learning Foundations: A Case Study Approach

Course 118 hours4.6 (13,420 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 (5,550 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 (3,718 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 (2,349 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 Courses478,519 learners

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