Data Engineering & Platforms
Build scalable pipelines, storage systems, and high-quality data products.
University of Future MindsUNIVERSITY OF FUTURE MINDSDS / Department overview
Data Science
From dependable pipelines to causal judgment, data becomes evidence that can be explained, challenged, and acted upon.
Department codeDS
Study levelsBSc · MSc · PhD
Learning modelCourses · labs · real projects
DS / 01
Statistical modeling, data engineering, machine learning, visualization, and decision support.
Specialist pathways
Choose your disciplinary depth
Each pathway shares the department foundation, then develops clear professional capability through studios, laboratories, and research.
Statistical Modeling & Causal Inference
Use probability, experimental design, and causal methods to distinguish correlation from effect.
Visual Analytics & Decision Science
Understand complex public and scientific systems through interactive visualization and decision models.
Core curriculum
A sequence from foundations to integrated practice
Statistical modeling, data engineering, machine learning, visualization, and decision support.
- 01CourseIntroduction to Data Science
- 02CourseProbability and Statistics
- 03CourseData Management
- 04CourseData Engineering
- 05CourseData Mining
- 06CourseMachine Learning
- 07CourseExperimental Design
- 08CourseData Visualization
- 09CourseBig-Data Systems
- 10CourseCausal Inference
- 11CourseData Ethics
- 12CourseData Science Project
Teaching & research platform
Data Intelligence & Visual Analytics Platform
From dependable pipelines to causal judgment, data becomes evidence that can be explained, challenged, and acted upon.
Academic leadership
Alan Holter
艾伦·霍尔特Head of Data Science · Professor
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