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I mean, today’s business environment, this is not rare nor specific for data science jobs only… But the point is: your computer should definitely be a laptop - and not a desktop PC. while I’m working on a data project onsite, I quite often grab my computer and go to show something to someone. You will have to present your analyses and data science projects quite often to your manager, colleagues or clients.

You want to have a computer that’s easy to carry around.

When you choose the exact model, you want to watch out for a few smaller things. Similarly, I don’t recommend using an iPad or any other table devices for data science.

#FINANCE A MAC LAPTOP SOFTWARE#

a ChromeBook (with a ChromeOS) is a very bad choice because of the lack of compatibility with a lot of the above-mentioned software that you want to run on your computer.

#FINANCE A MAC LAPTOP WINDOWS 10#

As a rule of thumb: I don’t like to use the always-actual latest versions of Ubuntu (for compatibility considerations) and somehow the even years seems to be always better (18.04, 20.04, 22.04…) than the odd ones.Īnyway, the point is: use either a Mac - or a Windows computer with Windows 10 and Ubuntu on it.Īnd I specifically advise against using more “exotic” operating systems for data science… E.g. Note: Which Ubuntu version do I recommend? Well, it’s a question of taste again, so don’t take this too seriously. (This is only my personal opinion though.) Regardless, you’ll still need Windows because of a few programs that are not compatible with Linux (e.g.

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(Ubuntu is a free and open-source!) By using Linux/Ubuntu, you’ll have a proper Terminal application, for example… But to be honest, I find Linux a better operating system than Windows, in general.

#FINANCE A MAC LAPTOP INSTALL#

If you have a Windows computer, my recommendation is to use Windows 10 (or anything above) - and install Linux (Ubuntu) on it, too. So most software companies care a lot about making their products work well on Macs.) (The reason behind it is that – spoiler alert – usually the Mac is the preferred choice of most data scientists. In my experience, all the data science tools work properly under MacOS. Most of these tools are available for all three major operating systems (MacOS, Windows, Linux).

SQL Workbench (or other SQL manager tools).

Terminal or iTerm (to connect to your data server).

Anaconda (if you want to prototype your data scripts on your computer).

Tableau and/or Microsoft PowerBI (or any other data visualization tools).

with a Windows 10+ computer - that also has Linux (Ubuntu) on it.Īs I said, mostly, you’ll use a remote server for doing data science.īut there’ll be a few programs that, every now and then, you’ll also have to run locally on your computer.

Either you go with a Mac (and with a MacOS).

So let me go a bit deeper… The operating system you’ll need for your data science projectsĬhoosing the right operating system is important! Well, of course, there are still better and worse choices - but the decision factors are a bit different than most aspiring data scientists think. The answer is: any computer can do the job. So what’s the best computer for a data scientist? for your personal data science projects), you can easily scale its computing capacity up and down. On the other hand, if you use your own server (e.g. Note: If you work for a company, you’ll use their remote server, so you don’t have to worry about that, either.

See, it doesn’t matter how powerful your personal computer is… What matters is the computing capacity of your remote server. “What we will do here is to connect to a remote server – type commands and make the remote server do the computation instead of our local computer.”

#FINANCE A MAC LAPTOP HOW TO#

I wrote about this in detail in my remote server article ( How to Install Python, SQL, R and Bash). (Well, at least, if you do data science seriously.) So your personal computer will, in practical terms, serve only as an “interpreter” between the server and yourself. So what should you buy? The short answer is…īecause 99% of the time you’ll use a remote server for all your computing-heavy data projects. List of the best computers and laptops for data science (in 2022)īefore I get deeper into the topic, let me put here straight-away the short list of the best computers/laptops I recommend for data science: Here, you’ll read a 100% unbiased recommendation, based on my and my data scientist colleagues’ experience. links to Amazon.) There is nothing wrong with that - except the obvious chance of bias… In this article, there are no affiliate links and just in general I’m not affiliated in any way with the products I recommend here. Note: you can find many “best computers for data science” articles online… You have to know, though, that most of those articles feature affiliate links. In this article, I’ll answer it in detail and I’ll add specific recommendations, too.

What’s the best computer (or laptop) for a data scientist?

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