Stanford Root

Schedule

Stanford Root

Schedule

SOC 302B

Introduction to Education Data Science: Data Analysis (EDUC 423B)

UNITS:3-4
GRADING:Letter or Credit/No Credit
LEVEL:Graduate
GER:—

This course centers on the question of how you can use various data science techniques to understand social phenomena. Applied to education and social science topics, the course will introduce you to supervised and unsupervised machine learning algorithms, new data, and provide you the skills to thoughtfully evaluate and assess machine learning performance and implications.

Syllabus for selected term:
View Winter 2027 Syllabus

Sections

1 Term
Lecture 1Open
ID: 7580
0 / 24 enrolled
DAYS:Monday, Wednesday
TIME:9:30 AM – 11:20 AM
LOCATION:ANKO 008
INSTRUCTOR:
Gillani, Nabeel
units

SOC 302B: Introduction to Education Data Science: Data Analysis (EDUC 423B)

3-4 units · Letter or Credit/No Credit

This course centers on the question of how you can use various data science techniques to understand social phenomena. Applied to education and social science topics, the course will introduce you to supervised and unsupervised machine learning algorithms, new data, and provide you the skills to thoughtfully evaluate and assess machine learning performance and implications.

Offered in Winter 2027 at Stanford University.

Winter 2027 sections

  • Lecture — Monday Wednesday 9:30 AM – 11:20 AM — ANKO 008 — Gillani, Nabeel (Graduate)

More SOC courses

  • SOC 290: Coterminal MA individual study
  • SOC 291: Coterminal MA directed research
  • SOC 292: Coterminal MA research apprenticeship
  • SOC 297: Globalization and Higher Education (EDUC 349)
  • SOC 300: Workshop: The Art and Joy of Teaching
  • SOC 302A: Introduction to Education Data Science: Data Processing (EDUC 423A)
  • SOC 303: Educational Opportunity Research Lab (EDUC 303)
  • SOC 305: Graduate Proseminar
  • SOC 306: Social Theory & Education (CSRE 406, EDUC 406)
  • SOC 308: Social Demography
  • SOC 309: Nations and Nationalism
  • SOC 310: Political Sociology

All SOC courses · All departments