Nearest Neighbor Collaborative Filtering

Nearest Neighbor Collaborative Filtering

Course
en
English
This content is rated 0 out of 5
Source
  • From www.coursera.org
Conditions
  • Self-paced
  • Free Access
  • Fee-based Certificate
More info
  • 4 Sequences
  • Introductive Level

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Course details

Syllabus

  • Week 1 - Preface
    Note that this course is structured into two-week chunks. The first chunk focuses on User-User Collaborative Filtering; the second chunk on Item-Item Collaborative Filtering. Each chunk has most of the lectures in the first week, and assignments/quizzes and ...
  • Week 1 - User-User Collaborative Filtering Recommenders Part 1
     
  • Week 2 - User-User Collaborative Filtering Recommenders Part 2
     
  • Week 3 - Item-Item Collaborative Filtering Recommenders Part 1
     
  • Week 4 - Item-Item Collaborative Filtering Recommenders Part 2
     
  • Week 4 - Advanced Collaborative Filtering Topics
     

Prerequisite

None.

Instructors

Joseph A Konstan
Distinguished McKnight Professor and Distinguished University Teaching Professor
Computer Science and Engineering

Michael D. Ekstrand
Assistant Professor
Dept. of Computer Science, Boise State University

Editor

The University of Minnesota, Twin Cities is an American university founded in 1851.

It is located jointly in the cities of Minneapolis and Saint Paul, known as the Twin Cities, in the state of Minnesota in the United States. The university is the oldest and largest part of Minnesota's university system. It is often ranked among the top 30 universities in the world by the Shanghai Academic Ranking of World Universities.

Its student body is the second largest in the United States, with 52,557 students and a ratio of 1 professor to 16 students. It is located on two campuses in each of the two cities, linked by a dedicated bus system. Because of Minnesota's unique geography (more than 12,000 lakes, and hundreds of miles of parks and forests), the university is heavily involved in research into the environment, renewable resources and energy, and sustainable development. Its annual economic impact on the local economy is estimated at 8.9 billion dollars.

Platform

Coursera is a digital company offering massive open online course founded by computer teachers Andrew Ng and Daphne Koller Stanford University, located in Mountain View, California. 

Coursera works with top universities and organizations to make some of their courses available online, and offers courses in many subjects, including: physics, engineering, humanities, medicine, biology, social sciences, mathematics, business, computer science, digital marketing, data science, and other subjects.

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