機器學習與不確定性

In less than a year, I will be deemed worthy by my university of a Bachelors degree. In less than a year, I will be saying goodbye to the place I called home for the last 4 years. In less than a year, I will know where the next chapter of my life begins.

在不到一年的時間里，我的大學學士學位將使我被認為是值得的。 在不到一年的時間里，我將告別過去四年來我叫家的地方。 在不到一年的時間里，我將知道我生命的下一章從哪里開始。

Unfortunately, I’m not there yet. I am really only left with one question that occupies my mind space as I write my cover letters and send off my applications:

不幸的是，我還沒有。 當我寫求職信并寄出我的申請時，我實際上只剩下一個占據我思維空間的問題：

Where am I going to end up after I graduate?

我畢業后會去哪里？

It’s a quite open ended question that has led my mind to wander to all sorts of possibilities and emotions — spanning from immense confidence in securing whichever job I choose to massive insecurity, expecting to be ghosted by all recruiters only for the typical automated emails of rejection to wash up on shore months after I send in my application. One company I applied to notifies you when they retrieve your application. I happened to get that email 30 seconds before their rejection email. That was a kick to the chest.

這是一個非常開放的問題，導致我的思維陷入各種可能性和情緒中-從對確保我選擇的任何工作的巨大信心到嚴重的不安全感，期望所有招聘人員都將鬼魂當作唯一的自動拒絕電子郵件在我提交申請后的幾個月內就去洗漱。 我申請的一家公司在檢索您的申請時通知您。 我碰巧收到拒絕郵件前30秒收到該郵件。 那是胸部的一踢。

How common experiences like these are worry me a lot. They probably worry you too. However, they should not hinder you. The application process is a time consuming and frustrating process. No matter how many shortcuts you make to minimize your time spent in sending out applications, you still will spend hours making sure your applications are spotless. Most of your efforts will inevitably be in vein, but that’s the way of life. How you progress forward after successive failures is what really determines where you end up. There is one main thing I always try to remember when things look bleak.

這些常見的經歷讓我非常擔心。 他們可能也會擔心您。 但是，它們不應妨礙您。 申請過程是一個耗時且令人沮喪的過程。 無論您使用多少捷徑來最大程度地減少發送應用程序所花費的時間，您仍將花費數小時來確保您的應用程序一塵不染。 您的大部分努力都不可避免地會順其自然，但這就是生活方式。 連續失敗后如何前進才是真正決定最終目標的地方。 當事情看起來暗淡時，我總是要記住一件事。

許多其他人也正在經歷這種情況。 (So Many Others are Going Through This Too.)

It really is as simple as that.

它真的是那么簡單。

Machine Learning and Data Science are highly competitive fields and I mean highly competitive fields. It’s a typical day. You check out LinkedIn and see the newest opportunities available at well developed start-ups. One catches your eye in particular and you realize: it was only posted 30 minutes ago! You click on the listing to see what the job entails only to see “200+ applicants” listed below the company’s name.

機器學習和數據科學是競爭激烈的領域，我的意思是競爭激烈的領域。 這是典型的一天。 您可以查看LinkedIn，并查看發達的新興公司提供的最新機會。 一個人特別引起您的注意，您意識到： 它僅在30分鐘前發布！ 您單擊列表可查看該職位需要做什么，僅需在公司名稱下方看到“ 200多個申請人”。

Photo by Christian Erfurt on Unsplash 克里斯蒂安·愛爾福特在Unsplash上的照片

It’s a frustrating cycle. You and I are going through it together, no matter how much it seems like a competition to get a job in the first place. Entrenching yourself in a competitive mindset can be good to push you forward through difficult times, however it may lead you to neglect how similar you are to everyone you are competing with. We are all on our paths to success and we will find it in due time. Securing a good job is not a zero-sum game, simply because there are so many good fits for you.

這是一個令人沮喪的周期。 您和我正在共同努力，無論是首先獲得一份工作看起來像一場競爭。 在競爭激烈的心態中樹立自己可能會助您在困難時期中前進，但可能會導致您忽略自己與所競爭的每個人的相似程度。 我們都在通往成功的道路上，我們將在適當的時候找到成功。 確保一份好工作不是一場零和游戲，僅僅是因為有這么多適合你的人。

The more you apply, the quicker you will find that fit. Best of luck on your journey.

您申請的越多，找到適合的速度就越快。 祝您旅途順利。

翻譯自: https://towardsdatascience.com/the-uncertainty-in-the-machine-learning-job-hunt-a0e785c03a65

機器學習與不確定性

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