数据之旅的点点滴滴
介绍(Introduction)
By no means am I where I’d want to be in my career, yet I am enjoying every bit of my Journey. Previously, I stated that The Most Important Data Science Project consist of a constant adding of value to one’s self.
我绝对不是我想从事的职业，但我享受旅途中的每一点。 之前，我曾说过“最重要的数据科学项目”包括不断为自己的价值增加价值。
Although I am biased, blogging about Data Science is a great way to constantly add value to yourself, since whilst you blog you cement your learning, improve communication and enhance your brand. Platforms like Medium have made getting started with blogging easier than ever.
尽管我有偏见，但是写博客来介绍Data Science是一种不断为自己增值的好方法，因为在写博客的同时，您可以巩固自己的学习，改善交流并增强品牌。 像Medium这样的平台使博客入门变得前所未有的轻松。
Note: More details on how to begin blogging is beyond the scope of this post but if you’d like to learn more then I’d recommend viewing Ayodeji Awosika’s Youtube Channel .
注意：有关如何开始写博客的更多详细信息超出了本文的范围，但是如果您想了解更多信息，我建议您查看Ayodeji Awosika的Youtube Channel。
Every journey has a destination.
每个旅程都有目的地。
When I first learnt to drive, it took me some time to get used to the car (mainly clutch control) but once I was comfortable enough I took my test and passed. Now, I only drive my car when I need to go somewhere…
当我第一次学习驾驶时，花了一些时间来适应汽车(主要是离合器控制)，但是一旦我感到足够舒适，我便接受了测试并通过了测试。 现在，我只在需要去某个地方时才开车。
In the same way, when you’ve had a feel around the various aspects of Data Science and have become somewhat comfortable (i.e. data cleaning, feature engineering, data visualization and modelling) we take a test, which may mean being hired or winning a competition etc. When we pass, the idea is to now use your skills to take you to various destinations.
同样，当您对数据科学的各个方面有所了解并感到有些自在(例如，数据清理，功能工程，数据可视化和建模)时，我们会进行测试，这可能意味着您被录用了或赢得了比赛等。当我们通过时，想法是现在要使用您的技能将您带到各个目的地。
In this post, I will share how I planned my journey in Data Science.
在这篇文章中，我将分享我如何计划数据科学之旅。
Note: This assumes you’ve had some exposure to Data Science
注意：假设您已经接触过Data Science
结局至上 (The End comes First)
Success is relative, hence you ought to define what success means and looks like to you or someone else will!
成功是相对的，因此您应该定义成功意味着什么，以及您或其他人的期望！
Success is peace of mind, which is a direct result of self-satisfaction in knowing you made the effort to do your best to become the best that you are capable of becoming.
成功就是内心的平静，这是自我满足感的直接结果，因为您知道自己已尽力做到最好，成为了自己有能力的最好的人。
Prior to starting my Data Science Blog, I was reading many articles surrounding the topics such as how people made $2000+ per month from blogging or how they went viral in 4 months, and how to get 5000+ followers in x amount of days/weeks/months — I don’t read these post anymore!
在开始我的数据科学博客之前，我读过许多有关该主题的文章，例如人们每月如何通过博客赚取$ 2000 +或他们如何在4个月内获得病毒，以及如何在x天/周内获得5000+粉丝/月—我不再阅读这些帖子！
I am not saying that those things aren’t a cute way to tickle one’s own ego, but as I’ve grown as a writer, I’ve realised that these are only by-products of real success, nonetheless I adopted these things to be my gauge for success.
我并不是说这些东西不是一种逗弄自己的自我的好方法，但是随着我逐渐成为一名作家，我意识到这些只是真正成功的副产品，尽管如此，我还是采纳了这些东西。成为我衡量成功的标准。
When you take the success of others to be your measurement gauge for success then you are setting yourself up to be miserable.
当您将他人的成功作为成功的衡量标准时，您就将自己设置得很痛苦。
Although the initial intention was to retain what I’ve been learning, when I saw what others were able to do on Medium, I instantly wanted a taste. I wanted to get 10,000 followers in 4 months, then I switched my goal to making $2000 per month, then I wanted to land more job offers. But WHY? I had no reason for any of these things.
尽管最初的目的是保留我一直在学习的内容，但是当我看到其他人能够在Medium上完成的工作时，我立即想尝一尝。 我希望在4个月内获得10,000个关注者，然后我将目标切换为每月赚取2000美元，然后我想获得更多的工作机会。 但为什么？ 这些事情我都没有理由。
Had it not been for my previous company furloughing me when Covid-19 put the world on pause, I’d probably of stopped blogging altogether.
当Covid-19让世界停顿时，如果不是我以前的公司让我休假的话，我可能会完全停止写博客了。
I used the example of a blog because now the blog works in cohesion with where I want to go as a Data Scientist. To enhance your Data Science Career, you must first identify where you’d want to take your career.
我以博客为例，因为现在博客与我作为数据科学家想去的地方紧密结合。 为了增强您的数据科学职业生涯，您必须首先确定您想从事的职业。
What does success as A Data Scientist look like for you?
数据科学家的成功对您来说是什么样？
Are you a Lead Data Scientist?
您是首席数据科学家吗？
Are you building teams?
您正在建立团队吗？
Are you mentoring people?
您在指导人吗？
Do you prefer Computer Vision task?
您喜欢计算机视觉任务吗？
Have you founded a Start Up?
您是否建立了启动公司？
逆向工程 (Reverse Engineering)
With a clearly defined ending to refer to, it is much easier to cross reference from our future self to current self to identify whether we are on track, but it’s even better if we can find someone already in our post.
通过明确定义要引用的结尾，从我们的未来自我到当前自我的相互参照要容易得多，以识别我们是否步入正轨，但是如果我们可以在职位中找到某个人，那就更好了。
Our job is to bridge the Gap from where we are now to where we want to go in the future.
我们的工作是弥合差距，从现在到未来。
Do you want to be a Kaggle Grandmaster? Yes — It would help to find someone who is a grandmaster and copy what they done to become a Grandmaster.
您想成为Kaggle Grandmaster吗？ 是的，这将有助于找到某位大师级人物并复制他们为成为大师级人物所做的工作。
If you told yourself that you want to be a Lead Data Scientist, your job is to look up what it takes to become a Lead Data Scientist, meaning you must learn the different paths, necessary steps, the attitude, the mindset, etc, that you ought to develop to grow into this role…
如果您告诉自己想成为一名首席数据科学家，那么您的工作就是查找成为一名首席数据科学家所需要的知识，这意味着您必须学习不同的途径，必要的步骤，态度，思维方式等。您应该发展成为这个角色...
You may accelerate your growth if you can find a Lead Data Scientist and ask them questions.
如果您可以找到首席数据科学家并向他们提问，则可以加速您的成长。
What route can I take to get to where I want to be?
我可以采取什么路线去自己想去的地方？
Who is in a Position I’d like to be in that I can copy?
谁可以担任我可以复制的职位？
Steal Like an Artist — Austin Kleon
像艺术家一样偷窃—奥斯汀·克莱恩(Austin Kleon)
You get my gist.
你懂我的意思了。
紧急忍耐 (Urgent Patience)
I know this may sound contradictory so let’s define “Urgent Patience”
我知道这听起来可能是矛盾的，所以让我们定义“紧急耐心”
Urgent Patience → Acting with a sense of urgency each day, but having a realistic view of time.
紧急的耐心→每天都有紧迫感，但要有现实的时间观。
Generally, becoming one of the most recognised Data Scientist on the internet is not something we can quickly do on a Friday afternoon before drinks. Hence, we ought to recognize that it may take 5 years (maybe less, maybe more) to attain the goal we have set.
通常，要成为互联网上最受认可的数据科学家之一，我们不能在周五下午喝酒之前Swift采取行动。 因此，我们应该认识到，要达到我们设定的目标可能需要5年(可能更少，可能更多)。
Time is our greatest virtue!
时间是我们最大的美德！
If we can recognise the time lapse between where we are and where we want to be and still go into each day committed to finding an opportunity to make progress towards those goals then we are practicing urgent practice.
如果我们能够认清自己在每天到想要成为的地方之间的时间间隔，并且每天致力于找到机会朝着这些目标取得进展，那么我们正在采取紧急措施。
翻译自: https://towardsdatascience.com/the-data-science-journey-95f9239623ae
数据之旅的点点滴滴
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