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Stanford Summer Session Summer Course: Data Mining and Analysis
Stanford Summer Session

Summer Course: Data Mining and Analysis

Stanford, USA

8 Weeks

English

Full time

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USD 4,341

On-Campus

Introduction

Data mining is used to discover patterns and relationships in data. Emphasis is on large complex data sets such as those in very large databases or through web mining. Topics: decision trees, association rules, clustering, case-based methods, and data visualization.

Details

STATS 202

  • Class Number: 18046
  • Course Cost: $4341.00
  • Population: High School, Undergraduate, Graduate
  • Units: 3
  • Interest Area: Math and Data Science
  • Course Format & Length: In-Person, 8 weeks
  • Instructors: Tran, Linh
  • Prerequisites: Introductory courses in statistics or probability (e.g., STATS 60), linear algebra (e.g., MATH 51), and computer programming (e.g., CS 105)

Events and Engagement

Workshops

Hosted through the Summer Academic Resource Center (SARC), we offer a variety of educational workshops to complement your academic pursuits. Presenters varying from Stanford affiliates, community partners, and graduate tutors will cover a wide range of topics from academic skills to career exploration. Past workshops included college preparedness, software exploration, and building your professional network.

Stanford Spaces

Explore the intellectual ecosystem of the Stanford campus. Tour museums like the Cantor Arts Center, visit unique campus spaces like the d.school, Frost Amphitheater, and O’Donohue Family Farm, and get to know the unique community of companies and innovators that gather at Stanford Research Park.

Stanford Voices

These small gatherings give you an opportunity to connect with Stanford faculty, fellows, and alumni to hear about their work or research, as well as the road that brought them there. Ask questions and continue your intellectual exploration—whether you're taking a course on the topic this summer or just curious.

Facilities

Admissions

English Language Requirements

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About the School

Questions