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  • Berkeley Global

Data Mining Using SQL

COMPSCI X407.1

40638

Learn to analyze and mine data with the Structured Query Language (SQL). Building on the fundamentals of SQL, advance into data analysis and data mining with real applications. Use spreadsheets to further analyze, manipulate and present your data exploration and data mining findings in tabular and graphical formats. This course is ideal if you want to analyze data with SQL queries and use statistical methods to test the results. 

Prerequisites:

Fundamental knowledge/experience of SQL or the following course:

  • Introduction to SQL COMPSCI X451.1

Learner Outcomes

On successful completion, you will be able to:

  • Construct SQL queries for data exploration, analysis, mining and statistical testing of results

  • Develop advanced queries and calculations using SQL, as well as further analyze and present these results using Excel

  • Perform data analysis using SQL and test the statistical significance of the resulting measurements using different statistical methods

  • Practice statistical methods such as null hypothesis, confidence intervals, normal distribution, calculation of probabilities from sample data, difference of proportion

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Summer 2025 enrollment opens on March 17!

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This course applies to the following programs:

Professional Program in Data Analysis

Expand or collapse section

SQL and Databases

  • Introduction to SQL
  • Introduction to Databases
  • Data Mining Using SQL
  • Data Warehousing and Business Intelligence

Visualization

  • Data Visualization

Analytics

  • Introduction to Data Analytics
  • Python for Data Analysis
  • R for Data Analysis

Data Analytics Capstone

  • Data Analytics Capstone

Learn More About This Program

Notes

Departmental contact: extension-techeng@berkeley.edu

Instructional Types

Live Online
Live Online courses provide an interactive learning experience with scheduled synchronous online sessions held via Zoom video conferencing (Pacific Time). Learn more about the Live Online format.
Online, Start Anytime
Continuous enrollment course begins when you enroll. You have a minimum of 90 days and a maximum of 180 days to complete the course.
Online, Fixed Date
Enroll in this course by its start date and complete it by its specified end date. There are no live sessions, but plenty of opportunities to collaborate with your classmates and instructor.
Classroom
Take classes in-person at one of our buildings or partner locations.

English Language Proficiency Requirements

All of our courses are taught in English. If English is not your first language, please use the following test scores as guides in order to be successful:

  • TOEFL: 90
  • IELTS Academic Format: 7
  • DAAD: C1
  • TEM-4 or TEM-8: Level 70
  • Duolingo: 125

Note: You do not need to submit test scores.

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Berkeley, CA 94704-7000

extension@berkeley.edu

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