世界前三十GPA3.99畢業(yè)，竟遭申請(qǐng)“四連拒”！GRE333，被多所藤校錄取
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指南者留學(xué)
2025年06月18日
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<p><img style="display: block; margin-left: auto; margin-right: auto;" src="https://info.compassedu.hk/175023148842198.jpg?watermark/1/image/aHR0cHM6Ly9pbmZvLmNvbXBhc3NlZHUuaGsvd2F0ZXJtYXJrMS5wbmc=/dissolve/100/gravity/SouthEast/dx/0/dy/0/ws/0.25/wst/2" alt="" width="415" height="311" /></p>
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<div class="znz-autocompleter-content">
<div class="header">
<div class="text">學(xué)員背景</div>
</div>
<div class="main-card">
<div class="name-wrapper"><img class="decorate-left" src="https://info.compassedu.hk/pc/img/article/detail/student-card-title.png" />
<div class="name">K同學(xué)</div>
<img class="decorate-right" src="https://info.compassedu.hk/pc/img/article/detail/student-card-title.png" /></div>
<div class="college-wrapper">
<div class="title">本科背景</div>
<div class="detail-wrapper">
<div class="basic">
<div class="college">羅切斯特大學(xué)</div>
<div class="major">數(shù)據(jù)科學(xué)</div>
</div>
<div class="score">
<div class="score-item">
<div class="label">GPA：</div>
<div class="value">3.99/4.0</div>
</div>
<div class="score-item">
<div class="label">語(yǔ)言成績(jī)：</div>
<div class="value lang-edit"> </div>
</div>
</div>
</div>
</div>
<div class="apply-wrapper">
<div class="title">錄取院校</div>
<div class="detail-wrapper">
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_67206" target="_blank" rel="noopener">加州大學(xué)伯克利分校分析學(xué)碩士</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2025-01-04</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2025-03-15</div>
</div>
</div>
</div>
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_65708" target="_blank" rel="noopener">加州大學(xué)洛杉磯分校數(shù)量經(jīng)濟(jì)碩士</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2024-10-31</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2024-12-14</div>
</div>
</div>
</div>
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_65716" target="_blank" rel="noopener">芝加哥大學(xué)社會(huì)科學(xué)碩士-經(jīng)濟(jì)學(xué)方向</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2025-01-01</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2025-02-27</div>
</div>
</div>
</div>
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_65741" target="_blank" rel="noopener">芝加哥大學(xué)應(yīng)用數(shù)據(jù)科學(xué)碩士</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2024-11-07</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2024-12-20</div>
</div>
</div>
</div>
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_65755" target="_blank" rel="noopener">康奈爾大學(xué)運(yùn)籌學(xué)與信息工程專業(yè)數(shù)據(jù)分析方向</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2024-11-29</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2025-03-12</div>
</div>
</div>
</div>
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_65703" target="_blank" rel="noopener">哥倫比亞大學(xué)經(jīng)濟(jì)學(xué)碩士</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2025-01-12</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2025-02-26</div>
</div>
</div>
</div>
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_65510" target="_blank" rel="noopener">西北大學(xué)（美國(guó)）機(jī)器學(xué)習(xí)與數(shù)據(jù)科學(xué)碩士</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2024-11-29</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2025-03-15</div>
</div>
</div>
</div>
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_71706" target="_blank" rel="noopener">耶魯大學(xué)生物統(tǒng)計(jì)碩士</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2024-12-14</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2025-03-15</div>
</div>
</div>
</div>
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_65509" target="_blank" rel="noopener">約翰霍普金斯大學(xué)商業(yè)分析與人工智能碩士</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2024-10-15</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2024-12-12</div>
</div>
</div>
</div>
<div class="apply-item"><a class="college link" href="http://www.philatelicsocieties.net/majr_65732" target="_blank" rel="noopener">賓夕法尼亞大學(xué)數(shù)據(jù)科學(xué)碩士</a>
<div class="time-wrapper">
<div class="time-item">
<div class="label">申請(qǐng)時(shí)間：</div>
<div class="value">2025-01-10</div>
</div>
<div class="time-item">
<div class="label">錄取時(shí)間：</div>
<div class="value">2025-03-13</div>
</div>
</div>
</div>
</div>
</div>
<div class="exprience-wrapper">
<div class="title">主要經(jīng)歷</div>
<div class="detail-wrapper">
<div class="operate-wrapper">
<div class="add"> </div>
</div>
<div class="exprience-item">
<div class="label" contenteditable="false">實(shí)習(xí)經(jīng)歷：</div>
<div class="value" contenteditable="false">
<p>某公司研發(fā)中心研究助理</p>
<p>學(xué)校能源服務(wù)和可持續(xù)發(fā)展中心專業(yè)維修服務(wù)助理</p>
<p>某公司研發(fā)中心研究助理</p>
</div>
<div class="operate-wrapper">
<div class="delete"> </div>
</div>
</div>
</div>
</div>
</div>
</div>
<span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></div>
<p> </p>
<p> </p>
<p> </p>
<h1><strong>數(shù)據(jù)科學(xué)&經(jīng)濟(jì)學(xué)雙方向</strong></h1>
<p> </p>
<p> </p>
<p>我很早就決定申請(qǐng)美本，但出于某種執(zhí)念，仍然選擇了一所體制內(nèi)高中（以高考課程為主）。</p>
<p> </p>
<p>在應(yīng)付日常課業(yè)的同時(shí)，我利用周末學(xué)習(xí)AP和SAT，最終以換算后3.5的GPA和1390的SAT成績(jī)進(jìn)入羅切斯特大學(xué)（2020年U.S.News排名第29）。顯然，我的能力不足以同時(shí)駕馭兩種教育體系。</p>
<p> </p>
<p>羅切斯特的中國(guó)同學(xué)大多來自美高、國(guó)際學(xué)?；蝮w制內(nèi)高中的國(guó)際部（IB/AP體系），因此他們更快適應(yīng)了美國(guó)的教學(xué)方式。</p>
<p> </p>
<p>相比之下，<strong><span style="color: #0086d1;">我的優(yōu)勢(shì)在于高考訓(xùn)練塑造的“做題家”能力</span></strong>——考試拿高分對(duì)我來說并不困難，而三年的高壓學(xué)習(xí)也讓我學(xué)會(huì)了高效管理時(shí)間。</p>
<p> </p>
<p>我在高中時(shí)就被經(jīng)濟(jì)學(xué)吸引，啟蒙讀物是《牛奶可樂經(jīng)濟(jì)學(xué)》。這本書讓我意識(shí)到，<strong>經(jīng)濟(jì)學(xué)不僅是關(guān)于市場(chǎng)和貨幣的學(xué)科，更是研究人類行為的科學(xué)</strong>。從政治經(jīng)濟(jì)學(xué)到博弈論，它的廣度讓我決定將其作為主修之一。</p>
<p> </p>
<p>而數(shù)據(jù)科學(xué)專業(yè)則是出于現(xiàn)實(shí)考量——它正推動(dòng)著AI、大語(yǔ)言模型等技術(shù)的發(fā)展。盡管我認(rèn)為這個(gè)領(lǐng)域已趨飽和，但為了強(qiáng)化數(shù)學(xué)能力并跟上時(shí)代，我仍選擇了它。</p>
<p> </p>
<p>此外，我還輔修了數(shù)學(xué)以鞏固理論基礎(chǔ)，并選修了流行音樂課程，保持興趣的平衡。</p>
<p> </p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" src="https://info.compassedu.hk/175023148849111.jpg?watermark/1/image/aHR0cHM6Ly9pbmZvLmNvbXBhc3NlZHUuaGsvd2F0ZXJtYXJrMS5wbmc=/dissolve/100/gravity/SouthEast/dx/0/dy/0/ws/0.25/wst/2" alt="" /></p>
<p> </p>
<p>以我理解，本科教育已經(jīng)不再是服務(wù)于就業(yè)的業(yè)務(wù)能力培訓(xùn)基地。那個(gè)學(xué)英語(yǔ)做翻譯、學(xué)新聞做報(bào)社、學(xué)化學(xué)做化工的時(shí)代早已經(jīng)一去不返了。</p>
<p> </p>
<p>現(xiàn)在繁多復(fù)雜的生產(chǎn)流程、全球化產(chǎn)業(yè)鏈分工明確的時(shí)代，學(xué)生是不可能在短短4年學(xué)會(huì)如何完成一個(gè)全套生產(chǎn)流程的學(xué)習(xí)，更不會(huì)成為一個(gè)領(lǐng)域內(nèi)的專家。</p>
<p> </p>
<p><span style="color: #0086d1;">本科教育早已經(jīng)不是技術(shù)的傳授——而是批判思維的熏陶。</span></p>
<p> </p>
<p>我對(duì)與批判思維的理解分為三個(gè)關(guān)鍵詞。</p>
<p> </p>
<p>1. 包容性：<span style="color: #444444;">批判性思維的第一要義在于包容，其次是包容自己未知的領(lǐng)域，最后，它還要求我們包容不確定性。</span></p>
<p> </p>
<p>2. 信念感：<span style="color: #444444;">批判性思維并不意味著徹底的相對(duì)主義或懷疑主義。相反，它往往需要一種更堅(jiān)定的信念感。這種信念，不是對(duì)某個(gè)觀點(diǎn)的執(zhí)拗堅(jiān)持，而是對(duì)思考本身的尊重，對(duì)理性與價(jià)值的堅(jiān)守。</span></p>
<p> </p>
<p>3. 邏輯優(yōu)劣的判斷：<span style="color: #444444;">批判性思維的核心操作層面，是判斷邏輯的優(yōu)劣。</span></p>
<p> </p>
<h1><strong>GPA對(duì)美研的影響微乎其微</strong></h1>
<p> </p>
<p> </p>
<p>在多數(shù)碩士申請(qǐng)者眼中，GPA（平均成績(jī)點(diǎn)數(shù)）是決定能否“過關(guān)斬將”的關(guān)鍵門檻。</p>
<p> </p>
<p>然而，在我看來，GPA在碩士申請(qǐng)中遠(yuǎn)非決定性因素，<strong><span style="color: #0086d1;">我個(gè)人甚至肯定GPA的數(shù)字本身根本不是申請(qǐng)研究生的因素</span></strong>。</p>
<p> </p>
<p>課程選擇的深度與廣度、課程的挑戰(zhàn)性、以及所修課程與目標(biāo)項(xiàng)目的契合度，才是真正會(huì)引起招生官注意的關(guān)鍵所在。</p>
<p> </p>
<p>招生官并不會(huì)僅僅被一個(gè)“3.9 GPA”所打動(dòng)，而是會(huì)順著你提交的本科課程列表問一個(gè)問題：<strong>你究竟學(xué)到了什么？</strong></p>
<p> </p>
<p>因此，在我看來，選課時(shí)不應(yīng)以“是否容易拿A”為首要標(biāo)準(zhǔn)。我甚至認(rèn)為：GPA應(yīng)是申請(qǐng)過程中“最不值得考慮”的變量。真正有意義的是你選了什么、學(xué)了什么、如何展示出來——而不是你是否在最輕松的路上“刷”出漂亮分?jǐn)?shù)。</p>
<p> </p>
<p>更何況，當(dāng)你真正進(jìn)入了自己喜歡但有挑戰(zhàn)性的課程領(lǐng)域時(shí)，往往會(huì)被逼迫著成長(zhǎng)，從而獲得更高的成績(jī)。這是一種“由興趣驅(qū)動(dòng)的努力”所帶來的正反饋。</p>
<p> </p>
<p> </p>
<h1><strong>科研才是美研申請(qǐng)的決定性因素</strong></h1>
<p> </p>
<p> </p>
<p>兩年前，大二暑假，我在linkedin上聯(lián)系了Cantay Caliskan教授，他對(duì)于用計(jì)算機(jī)視覺分析社會(huì)問題的研究頗有興趣。正巧，我也覺得這很有趣。</p>
<p> </p>
<p>他的課題組并沒有薪酬，但對(duì)我而言，這是一段寶貴的成長(zhǎng)經(jīng)歷。</p>
<p> </p>
<p>在Caliskan的課題組的歲月里，我完成了第一篇署名論文：《Measuring Political Polarization Through Visible Interactions Between Religious and Non-Religious Citizens》。</p>
<p> </p>
<p>在這項(xiàng)研究中，我使用計(jì)算機(jī)視覺模型分析大規(guī)模媒體數(shù)據(jù)，識(shí)別行人，并基于性別與服飾進(jìn)行分類。</p>
<p> </p>
<p>我們發(fā)現(xiàn)，衣著遠(yuǎn)不只是個(gè)人選擇，更是一種無聲的社會(huì)對(duì)話——它透露情感、關(guān)系，甚至政治與宗教的身份符號(hào)，<strong><span style="color: #0086d1;">這個(gè)項(xiàng)目終獲得了本科學(xué)院President Award Nomination</span></strong>。</p>
<p> </p>
<p>這個(gè)項(xiàng)目固然揭示了隱藏的社會(huì)動(dòng)態(tài)，卻也可能無意間放大了它原本試圖理解的偏見與恐懼。</p>
<p> </p>
<p>我意識(shí)到，數(shù)據(jù)科學(xué)確實(shí)能夠撬開隱藏的真相，但如果缺乏倫理監(jiān)督，它同樣能扭曲、甚至武器化真相。</p>
<p> </p>
<p>在數(shù)據(jù)極大豐富的今天，我們更不能忘記，敘事的責(zé)任，是為了照亮理解，而不是遮蔽世界——一言蔽之，耕耘我們自己的花園。</p>
<p> </p>
<p>選擇research的時(shí)候，是看教授名氣，還是分配到自己的任務(wù)分量？</p>
<p> </p>
<h2>答</h2>
<p> </p>
<p>當(dāng)然是兼顧最好。所以建議大家很早開始打聽research機(jī)會(huì)。大二開始打聽可能比較晚了。我還是后悔當(dāng)時(shí)大一的時(shí)候，因?yàn)榈弥n題組不招大一新生而沒有繼續(xù)獲得信息而懊悔。</p>
<p> </p>
<p>雖然大一做research為時(shí)尚早（連必修課都沒學(xué)完），但是不耽誤向多途徑打聽，了解需要學(xué)會(huì)什么技能，并根據(jù)此選課。</p>
<p> </p>
<p>如果像我一樣開始時(shí)間比較晚，然后能力一般的話，我個(gè)人還是建議以自己自主學(xué)習(xí)分量為主導(dǎo)因素。因?yàn)榻?jīng)歷和能力展現(xiàn)是申請(qǐng)/找工作最打動(dòng)人的故事。若只是空有其名，多多少少顯得空中樓閣。</p>
<p> </p>
<p>總之，還是早打聽，兼顧名氣和經(jīng)歷的教授還是不少的！</p>
<p> </p>
<p> </p>
<h1><strong>哈佛、MIT、斯坦福，總得中一個(gè)吧！ </strong></h1>
<p> </p>
<p> </p>
<p>我是在大三暑假（6月15日）參加的GRE考試。當(dāng)時(shí)學(xué)校在5月份就放假了，因此我利用了一個(gè)多月的時(shí)間進(jìn)行備考，最終成績(jī)333，滿足申請(qǐng)項(xiàng)目的要求就沒有選擇再刷分了。</p>
<p> </p>
<p>從個(gè)人角度來看，我認(rèn)為GRE這種標(biāo)準(zhǔn)化考試更多地是在<strong><span style="color: #0086d1;">考察一個(gè)人的學(xué)習(xí)能力和邏輯思維能力</span></strong>。</p>
<p> </p>
<p>它并不會(huì)成為研究生申請(qǐng)中的決定性因素，我也不認(rèn)為必須要把分?jǐn)?shù)刷得特別高。投入大量時(shí)間去提升分?jǐn)?shù)，其實(shí)性價(jià)比并不高。</p>
<p>早在大二、大三的時(shí)候，我就開始計(jì)劃申請(qǐng)研究生，其實(shí)原因是我在本校找工作不是太順利。那時(shí)候，我看微博就發(fā)現(xiàn)了<strong><span style="color: #0086d1;">“美研申請(qǐng)老阿姨”</span></strong>的賬號(hào)，發(fā)現(xiàn)那里對(duì)項(xiàng)目的解讀非常深刻，在所有免費(fèi)的資源當(dāng)中，“老阿姨”的整理是最清晰的。 </p>
<p> </p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" src="https://info.compassedu.hk/175023148950975.jpg?watermark/1/image/aHR0cHM6Ly9pbmZvLmNvbXBhc3NlZHUuaGsvd2F0ZXJtYXJrMS5wbmc=/dissolve/100/gravity/SouthEast/dx/0/dy/0/ws/0.25/wst/2" alt="" /></p>
<p> </p>
<p>大三暑假的時(shí)候，我其實(shí)糾結(jié)了好久要不要請(qǐng)中介。由于大三的時(shí)候非常忙碌，需要根據(jù)項(xiàng)目補(bǔ)足不同的課程和項(xiàng)目，花在研究項(xiàng)目本身的時(shí)間非常少，所以還是決定選擇中介。當(dāng)時(shí)我和指南者教育聯(lián)系的時(shí)候，他們便推出了“南極星計(jì)劃。”</p>
<p> </p>
<p>然后我自己將學(xué)校分為三個(gè)梯隊(duì)，以下是我對(duì)學(xué)校的梯隊(duì)分組，和我對(duì)于申請(qǐng)結(jié)果的預(yù)期。</p>
<p> </p>
<h1><strong>選校梯隊(duì)劃分</strong></h1>
<p> </p>
<h2><strong>第一梯隊(duì)：</strong></h2>
<p> </p>
<p><a id="item_1750231717095" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_65733" target="_blank" rel="noopener" data-item-data="{"cname":"哈佛大學(xué)數(shù)據(jù)科學(xué)碩士","res_id":65733,"id_univ":80,"univ_ename":"Harvard University","univ_name":"哈佛大學(xué)","imageurl":"https://logo.compassedu.hk/80.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_65733"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/80.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">哈佛大學(xué)數(shù)據(jù)科學(xué)碩士</span> <span class="sub">Harvard University</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p><a id="item_1750314817700" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_60888" target="_blank" rel="noopener" data-item-data="{"cname":"斯坦福大學(xué)統(tǒng)計(jì)學(xué)理學(xué)碩士（數(shù)據(jù)科學(xué)方向）","res_id":60888,"id_univ":86,"univ_ename":"Stanford University","univ_name":"斯坦福大學(xué)","imageurl":"https://logo.compassedu.hk/86.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_60888"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/86.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">斯坦福大學(xué)統(tǒng)計(jì)學(xué)理學(xué)碩士（數(shù)據(jù)科學(xué)方向）</span> <span class="sub">Stanford University</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p><br /><a id="item_1750314699492" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_59521" target="_blank" rel="noopener" data-item-data="{"cname":"麻省理工學(xué)院商業(yè)分析碩士","res_id":59521,"id_univ":85,"univ_ename":"Massachusetts Institute of Technology","univ_name":"麻省理工學(xué)院","imageurl":"https://logo.compassedu.hk/85.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_59521"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/85.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">麻省理工學(xué)院商業(yè)分析碩士</span> <span class="sub">Massachusetts Institute of Technology</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p><a id="item_1750314839551" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_60901" target="_blank" rel="noopener" data-item-data="{"cname":"卡內(nèi)基梅隆大學(xué)計(jì)算數(shù)據(jù)科學(xué)碩士","res_id":60901,"id_univ":102,"univ_ename":"Carnegie Mellon University","univ_name":"卡內(nèi)基梅隆大學(xué)","imageurl":"https://logo.compassedu.hk/102.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_60901"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/102.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">卡內(nèi)基梅隆大學(xué)計(jì)算數(shù)據(jù)科學(xué)碩士</span> <span class="sub">Carnegie Mellon University</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p>預(yù)期：至少錄取一個(gè)【結(jié)果全拒】</p>
<p> </p>
<h2><strong>第二梯隊(duì)：</strong></h2>
<p> </p>
<p><a id="item_1750314875560" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_60890" target="_blank" rel="noopener" data-item-data="{"cname":"賓夕法尼亞大學(xué)數(shù)據(jù)科學(xué)碩士","res_id":60890,"id_univ":88,"univ_ename":"University of Pennsylvania","univ_name":"賓夕法尼亞大學(xué)","imageurl":"https://logo.compassedu.hk/88.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_60890"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/88.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">賓夕法尼亞大學(xué)數(shù)據(jù)科學(xué)碩士</span> <span class="sub">University of Pennsylvania</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p><a id="item_1750315156182" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_65510" target="_blank" rel="noopener" data-item-data="{"cname":"西北大學(xué)（美國(guó)）機(jī)器學(xué)習(xí)與數(shù)據(jù)科學(xué)碩士","res_id":65510,"id_univ":91,"univ_ename":"Northwestern University(United States)","univ_name":"西北大學(xué)（美國(guó)）","imageurl":"https://logo.compassedu.hk/91.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_65510"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/91.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">西北大學(xué)（美國(guó)）機(jī)器學(xué)習(xí)與數(shù)據(jù)科學(xué)碩士</span> <span class="sub">Northwestern University(United States)</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p><a id="item_1750315165920" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_65716" target="_blank" rel="noopener" data-item-data="{"cname":"芝加哥大學(xué)社會(huì)科學(xué)碩士-經(jīng)濟(jì)學(xué)方向","res_id":65716,"id_univ":87,"univ_ename":"University of Chicago","univ_name":"芝加哥大學(xué)","imageurl":"https://logo.compassedu.hk/87.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_65716"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/87.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">芝加哥大學(xué)社會(huì)科學(xué)碩士-經(jīng)濟(jì)學(xué)方向</span> <span class="sub">University of Chicago</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p><a id="item_1750315177410" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_71706" target="_blank" rel="noopener" data-item-data="{"cname":"耶魯大學(xué)生物統(tǒng)計(jì)碩士","res_id":71706,"id_univ":82,"univ_ename":"Yale University","univ_name":"耶魯大學(xué)","imageurl":"https://logo.compassedu.hk/82.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_71706"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/82.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">耶魯大學(xué)生物統(tǒng)計(jì)碩士</span> <span class="sub">Yale University</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p>預(yù)期：錄取一半【結(jié)果全部錄取】</p>
<p> </p>
<h2><strong>第三梯隊(duì)：</strong></h2>
<p> </p>
<p><a id="item_1750315190356" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_65755" target="_blank" rel="noopener" data-item-data="{"cname":"康奈爾大學(xué)運(yùn)籌學(xué)與信息工程專業(yè)數(shù)據(jù)分析方向","res_id":65755,"id_univ":95,"univ_ename":"Cornell University","univ_name":"康奈爾大學(xué)","imageurl":"https://logo.compassedu.hk/95.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_65755"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/95.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">康奈爾大學(xué)運(yùn)籌學(xué)與信息工程專業(yè)數(shù)據(jù)分析方向</span> <span class="sub">Cornell University</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p><a id="item_1750315208955" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_65708" target="_blank" rel="noopener" data-item-data="{"cname":"加州大學(xué)洛杉磯分校數(shù)量經(jīng)濟(jì)碩士","res_id":65708,"id_univ":104,"univ_ename":"University of California, Los Angeles","univ_name":"加州大學(xué)洛杉磯分校","imageurl":"https://logo.compassedu.hk/104.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_65708"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/104.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">加州大學(xué)洛杉磯分校數(shù)量經(jīng)濟(jì)碩士</span> <span class="sub">University of California, Los Angeles</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p><a id="item_1750315221333" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_65703" target="_blank" rel="noopener" data-item-data="{"cname":"哥倫比亞大學(xué)經(jīng)濟(jì)學(xué)碩士","res_id":65703,"id_univ":83,"univ_ename":"Columbia University","univ_name":"哥倫比亞大學(xué)","imageurl":"https://logo.compassedu.hk/83.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_65703"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/83.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">哥倫比亞大學(xué)經(jīng)濟(jì)學(xué)碩士</span> <span class="sub">Columbia University</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p><a id="item_1750315249604" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_65509" target="_blank" rel="noopener" data-item-data="{"cname":"約翰霍普金斯大學(xué)商業(yè)分析與人工智能碩士","res_id":65509,"id_univ":92,"univ_ename":"Johns Hopkins University","univ_name":"約翰霍普金斯大學(xué)","imageurl":"https://logo.compassedu.hk/92.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_65509"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/92.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">約翰霍普金斯大學(xué)商業(yè)分析與人工智能碩士</span> <span class="sub">Johns Hopkins University</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p><a id="item_1750315261484" class="znz-autocompleter-item znz-autocompleter-major type-1" contenteditable="false" href="http://www.philatelicsocieties.net/majr_67206" target="_blank" rel="noopener" data-item-data="{"cname":"加州大學(xué)伯克利分校分析學(xué)碩士","res_id":67206,"id_univ":100,"univ_ename":"University of California, Berkeley","univ_name":"加州大學(xué)伯克利分校","imageurl":"https://logo.compassedu.hk/100.png?imageView2/0/q/62|imageslim","url":"http://www.philatelicsocieties.net/majr_67206"}" data-item-type="2"><span class="znz-autocompleter-content"> <span class="slot-left"><img src="https://logo.compassedu.hk/100.png?imageView2/0/q/62|imageslim" data-role="div" /></span> <span class="slot-right-box"> <span class="slot-right"> <span class="title">加州大學(xué)伯克利分校分析學(xué)碩士</span> <span class="sub">University of California, Berkeley</span> </span> <img class="icon-jiantou" src="https://info.compassedu.hk/mobile/univresult/univ_circle_jiantou.png" data-role="div" /> </span> </span><span class="znz-autocompleter-operate"> <span class="link-operate"> <span class="toggle"> </span> </span> <span class="card-operate active"> <span class="edit"> </span> <span class="content"> </span> </span> </span></a></p>
<p> </p>
<p> </p>
<p>預(yù)期：全錄取【結(jié)果全錄取】</p>
<p> </p>
<p>在文書寫作過程中，指南者導(dǎo)師協(xié)助我系統(tǒng)梳理了我與數(shù)據(jù)科學(xué)的關(guān)系——從最初如何選擇這個(gè)方向、在學(xué)術(shù)與實(shí)習(xí)中逐步感受到其獨(dú)特魅力，到最終的反思與定位。</p>
<p> </p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" src="https://info.compassedu.hk/175023148992577.jpg?watermark/1/image/aHR0cHM6Ly9pbmZvLmNvbXBhc3NlZHUuaGsvd2F0ZXJtYXJrMS5wbmc=/dissolve/100/gravity/SouthEast/dx/0/dy/0/ws/0.25/wst/2" alt="" /></p>
<p> </p>
<p>這不僅幫助我講清楚了<span style="color: #0086d1;"><strong>“為什么是Data Science”</strong></span>，更重要的是構(gòu)建起一條邏輯清晰、情感真實(shí)的敘述路徑，使文書從內(nèi)容到結(jié)構(gòu)更具說服力。</p>
<p> </p>
<p>指南者在項(xiàng)目定位上經(jīng)驗(yàn)豐富，深諳不同學(xué)校和項(xiàng)目的偏好與評(píng)估側(cè)重點(diǎn)。無論是偏研究導(dǎo)向的項(xiàng)目，還是更注重實(shí)踐背景的項(xiàng)目，導(dǎo)師都會(huì)提醒我針對(duì)性地突出某段經(jīng)歷，或者調(diào)整語(yǔ)氣與框架，使申請(qǐng)材料更貼合目標(biāo)項(xiàng)目的“審美”。</p>
<p> </p>
<p>除了內(nèi)容層面的打磨，指南者也對(duì)我的申請(qǐng)材料進(jìn)行了多輪proofreading，從語(yǔ)言、格式、語(yǔ)氣到細(xì)節(jié)用詞，力求避免任何可能引發(fā)誤解或減分的“雷點(diǎn)”。這種細(xì)致入微的修改，讓我在提交申請(qǐng)時(shí)更有信心。</p>
<p> </p>
<p> </p>
<h1><strong>第一梯隊(duì)四連拒</strong></h1>
<p> </p>
<p> </p>
<p><strong><span style="color: #0086d1;">MIT的Master of Business Analytics項(xiàng)目的面試過程出乎我的意料，難度相當(dāng)高。</span></strong>面試官以極快的節(jié)奏提出問題，幾乎不給思考的間隙，我猜測(cè)這在某種程度上是為了防止AI輔助的干擾。這種快問快答的模式要求考生保持高度集中，且技術(shù)性問題與專業(yè)性、行為類問題穿插進(jìn)行，節(jié)奏緊湊而緊張。我個(gè)人在這場(chǎng)面試中的表現(xiàn)并不理想，也意識(shí)到自己在即時(shí)反應(yīng)與信息整合方面還有提升空間。</p>
<p> </p>
<p>回顧整個(gè)申請(qǐng)季，<strong><span style="color: #0086d1;">DS領(lǐng)域的頂尖項(xiàng)目（如MIT、Stanford、Harvard）門檻之高已近乎極限</span></strong>。我認(rèn)為自己的背景可能剛好“夠到邊緣”，但由于本科學(xué)校的內(nèi)生性限制、申請(qǐng)人數(shù)的激增，以及整體領(lǐng)域的過度內(nèi)卷，最終未能如愿。這固然遺憾，但我并不感到后悔。</p>
<p> </p>
<p>在2025年申請(qǐng)季，我曾將哈佛、斯坦福、MIT與CMU等頂尖院校的數(shù)據(jù)科學(xué)及相關(guān)項(xiàng)目作為首選，然而最終卻在二月遭遇四連拒。這一挫折促使我重新思考當(dāng)前數(shù)據(jù)科學(xué)（Data Science, DS）的行業(yè)趨勢(shì)與教育體系的匹配度。我逐漸意識(shí)到：DS作為一個(gè)高度熱門的交叉學(xué)科，已呈現(xiàn)出明顯的過熱與趨于飽和的跡象。</p>
<p> </p>
<p>我逐漸意識(shí)到，<strong><span style="color: #0086d1;">許多DS項(xiàng)目的高錄取門檻（如Upenn MSE-DS）并不一定意味著更優(yōu)的產(chǎn)出</span></strong>。反而，這種高度“內(nèi)卷”的申請(qǐng)環(huán)境可能本身就是一個(gè)混淆因子——即項(xiàng)目錄取bar高，或許是因?yàn)樾袠I(yè)整體競(jìng)爭(zhēng)激烈、供需失衡，而非項(xiàng)目本身能顯著提高畢業(yè)生的就業(yè)競(jìng)爭(zhēng)力。同樣，諸如Northwestern MLDS等畢業(yè)留美率較高的項(xiàng)目，也未必對(duì)每一個(gè)個(gè)體都具備穩(wěn)定的轉(zhuǎn)化價(jià)值。</p>
<p> </p>
<p>最終，我選擇了耶魯大學(xué)的MS Biostatistics項(xiàng)目。雖然該項(xiàng)目的錄取bar相較前述項(xiàng)目略低，排名也并非biostats全美前列，但它給予我一個(gè)極具戰(zhàn)略價(jià)值的學(xué)術(shù)跳板。</p>
<p> </p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" src="https://info.compassedu.hk/175023149013488.jpg?watermark/1/image/aHR0cHM6Ly9pbmZvLmNvbXBhc3NlZHUuaGsvd2F0ZXJtYXJrMS5wbmc=/dissolve/100/gravity/SouthEast/dx/0/dy/0/ws/0.25/wst/2" alt="" /></p>
<p> </p>
<p>生物統(tǒng)計(jì)作為一個(gè)交叉度高、科研驅(qū)動(dòng)的領(lǐng)域，天然需要擁抱人工智能、大數(shù)據(jù)與因果建模等方法論創(chuàng)新。更重要的是，這一領(lǐng)域目前仍有大量尚未被算法完全重塑的空間，為我將本科學(xué)術(shù)訓(xùn)練與現(xiàn)實(shí)問題深度結(jié)合提供了更大的發(fā)揮余地。在一個(gè)包容性強(qiáng)、問題驅(qū)動(dòng)而非工具驅(qū)動(dòng)的學(xué)術(shù)環(huán)境中，我看到了未來發(fā)展的廣闊可能。</p>
<p> </p>
<p><em><strong>END</strong></em></p>
<p style="color: rgba(16, 15, 16, 0.87);"><span style="color: #1dadff;">▼</span></p>
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