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  • #研究生申请
  • #转学转专业

Mi‌‌‍‍‌‍‍‌‍‍‌‍‌‍‍‍‍‍‍‍‌‍‌‌‌‍‌‌‌‌‍‍nor/辅修stat对转cs/ds作用大吗

harperzhu
1467
31
大家好~

先来一点自我介绍:

美本top50在读,专业:国际关系(honor) + biochem

今年大四 快要毕业了 未来因为想转ds/cs,所以打算趁着还在学校多上一点课。

Overall GPA: 3.17

目前上过的相关课程:

1. Calculus I-III (3.0-3.2)

2. Intro to Statistics (3.8)

3. R computing (3.9)

4. Intro to object-oriented programming I (java, 3.8)

5. Probability I (正在上,预计3.8+)

6. Linear Algebra (2.8, 没适应好翻车了…)

7. Applied Linear Algebra ( 3. 5+)

计划要上的课:

1. Probability II

2. Intro to object-oriented programming II(java)

3. Data structure

4. Discrete math (maybe)

相关活动:

1)一个statst的project,predict了covid-19在大学的campus里传播的情况,interactive model

4) 一个做conversation AI的research,用python写conversational AI,涉及到NLP,并且用react/java script做data visualization

5)自己国际关系的independent research,里面涉及到用R爬数据并且数据分析,如果顺利的话应该会publish

学校的stat minor需要比我现在多修2节课,分别是 Probability III 和 Statistical Methods In Engineering And Science。如果要修minor的话,可能需要延毕业到fall (四年一学期毕业)。

Statistical Methods In Engineering And Science:

Concepts of probability and statistics. Conditional probability, independence, random variables, distribution functions. Descriptive statistics, transformations, sampling errors, confidence intervals, least squares and maximum likelihood. Exploratory data analysis and interactive computing.

Probability III:

Finite Markov chains; stationary distributions; time reversals; classification of states; classical Markov chains; convergence in total variation distance and L2; spectral analysis; relaxation time; Monte Carlo techniques: rejection sampling, Metropolis-Hastings, Gibbs sampler, Glauber dynamics, hill climb and simulated annealing; harmonic functions and martingales for Markov chains.

选择 1: 上Probability III 和 Statistical Methods In Engineering And Science, 延毕到fall,winter开始opt?

选择 2: 上一节statistical machine learning的课(据说和Andrew Ng的内容很像,我没有上过Andrew Ng的内容),summer毕业, fall开始opt?

有点纠结,因为非常想上machine learning的课,但是又觉得可能minor会对申请有用?但也不确定到底有多大用

请求各位大神的意见~感激不尽呀
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