圣路易斯華盛頓大學(xué)本科數(shù)據(jù)科學(xué)學(xué)什么？

　　學(xué)位類型：Bachelor of Science in Data Science

　　開設(shè)學(xué)院： the Department of Mathematics and Statistics in Arts & Sciences and the Department of Computer Science & Engineering in the McKelvey School of Engineering.

　　專業(yè)介紹：官方說明：“Students majoring in data science will have the formal foundation needed to understand the applicability and consequences of the various approaches to analyzing data with a focus on statistical modeling and machine learning. They will have the computing skills needed to ingest, manage and visualize data.”

　　數(shù)據(jù)科學(xué)主要側(cè)重有統(tǒng)計(jì)建模和機(jī)器學(xué)習(xí)，培養(yǎng)計(jì)算機(jī)相關(guān)的實(shí)用技能，方便未來解決數(shù)據(jù)相關(guān)的棘手問題。

　　核心課程：

　　Math 131Calculus I (AP credit may satisfy this requirement)

　　Math 132Calculus II (AP credit may satisfy this requirement)

　　Math 233Calculus III

　　Math 309Matrix Algebra

　　Math 3211Statistics for Data Science I

　　Math 4211Statistics for Data Science II

　　Math 439Linear Statistical Models

　　CSE 131Introduction to Computer Science

　　CSE 247Data Structures and Algorithms

　　CSE 217AIntroduction to Data Science

　　CSE 314AData Manipulation and Management

　　CSE 417TIntroduction to Machine Learning

　　or Math 4601Statistical Learning

　　提供相關(guān)的實(shí)習(xí)項(xiàng)目：DS Practicum Requirement

　　3 units of an approved comprehensive data science project or experience. A practicum must be approved by the committee of data science faculty.

　　The practicum experience should be completed the next-to-last semester of study (i.e., first semester senior year). It is important that practicum plans be submitted for review prior to starting the project or course work to ensure the proposed work is sufficient for the objectives of the practicum. After the fact approvals are possible but not guaranteed.

　　Appropriate practicum work is possible via Independent Study (CSE 400E or Math 400), or via project-focused classes, including (but not limited to) CSE 437S Software Engineering Workshop and CSE 454A Software Engineering for External Client. Students should contact course instructors in advance to identify the degree of agency the student will have over project selection and requirements.

　　Contact Maria Sanchez (smaria@wustl.edu) in the CSE department office or the Math department office to initiate the approval process.

　　內(nèi)附：數(shù)據(jù)科學(xué)本科課程表

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