加州大学伯克利分校
统计学硕士
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该课程旨在为学生提供统计技能为学生将来进入该行业领域的职业做准备

该项目重点是解决企业遇到的统计问题，而不是准备攻读博士学位

该计划是为全日制学生设计的，在两个学期内完成（秋季和春季）。经过导师批准，学生可以多留一个学期，方便参加暑期实习

在第一学期，所有学生将参加概率、理论统计和统计计算方面的研究生强化课程

在第二学期，学生将学习现代应用统计学的高级课程、一门选修课和一门Capstone course。在Capstone course中，学生将组建一个团队，解决一个真实世界的问题，并进行一个实质性的数据分析项目。

项目时长：一年全日制（全日制）

项目授课地点：美国加利福尼亚州旧金山

申请要求

学术	学术背景：申请人必须具有学士学位或认可机构的认可同等学历，最低平均绩点 (GPA) 为 3.0 (B) 申请人必须有充足的数学课程
TOEFL	总分：90+
GRE	不需要
IELTS	总分：7+
其他要求

申请流程

第1步：准备好申请文件

推荐信

三封推荐信

SOP

1. What the admissions committee will read between the lines: self-motivation, competence, potential as a graduate student.

2. Emphasize everything from a positive perspective and write in an active, not a passive voice.

3. Demonstrate everything by example; don’t say directly that you’re a persistent person, show it.

4. If there is something important that happened to you that affected your grades, such as poverty, illness, or excessive work, state it. Write it affirmatively, showing your perseverance despite obstacles. You can elaborate more in your personal statement.

5. Make sure everything is linked with continuity and focus.

· Demonstrated significant academic achievement by overcoming barriers such as economic, social, or educational disadvantage;

· Potential to contribute to higher education through understanding the barriers facing women, domestic minorities, students with disabilities, and other members of groups underrepresented in higher education careers, as evidenced by life experiences and educational background. For example,

~attendance at a minority serving institution;

~ability to articulate the barriers facing women and minorities in science and engineering fields;

~participation in higher education pipeline programs such as, UC Leads, or McNair Scholars;

· Academic service advancing equitable access to higher education for women and racial minorities in fields where they are underrepresented;

· Leadership experience among students from groups that have been historically underrepresented in higher education;

· Research interests focusing on underserved populations and understanding issues of racial or gender inequalities. For example

~research that addresses issues such as race, gender, diversity, and inclusion;

~research that addresses health disparities, educational access and achievement, political engagement, economic justice, social mobility, civil and human rights, and other questions of interest to historically underrepresented groups;

~artistic expression and cultural production that reflects culturally diverse communities or voices not well represented in the arts and humanities.

Resume

第2步：需要的其他文件

扫描并上传每所就读大学的学校颁发的成绩单，如果是三年制学位需要第三方机构认证成绩单
官方学位证书（申请时如未毕业可不提供）
不需要提交 GRE 成绩
提交英语语言能力成绩
护照复印件
本科和/或研究生学位的记录

第3步：在线填表申请

第4步：递交申请费

核心课程：

· STAT 201A Introduction to Probability at an Advanced Level

Distributions in probability and statistics, central limit theorem, Poisson processes, modes of convergence, transformations involving random variables.

· STAT 201B Introduction to Statistics at an Advanced Level

Estimation, confidence intervals, hypothesis testing, linear models, large sample theory, categorical models, decision theory.

· STAT 230 Modern applied statistics

选修课：

Intro to Computer Vision and Computational Photography

Statistical Learning Theory

Randomness and Computation

Machine Learning

Designing, Visualizing and Understanding Deep Neural Networks

Urban Informatics and Visualization

Optimization Models in Engineering

Convex Optimization and Approximation

Hierarchical Statistical Models in EnvSci2

Applied Data Science with Venture Applications

Mathematical Programming (optimization)