Best Laptop For Data Analyst! An In-depth Review

By making a medium-scale investment in the best laptop for data science, you can open up many more doors for yourself. However, with all the tricky scams surfacing the web, we often end up with a crappy laptop.

To prevent you from being scammed, I share some of the minimal hardware requirements you should look for in a laptop for data analysis. The laptop should have a larger, clearer Full-HD display. It should at least have an 8GB RAM (16GB preferred), a 256GB SSD Storage ( 512GB SSD preferred)   and a multicore i5 processor (i7 preferred). At a minimum it should have a an Intel Integrated UHD 620 graphics, but a dedicated graphics card with  at least 2GB VRAM is preferred.

So don’t be surprised to notice that the laptops good for gaming are also ideally suited for data analysts and data science!

After due analysis and coverage of the market trends, I have chosen the top 7 most suitable laptops for people related to data science.

Without further ado. Let’s get right into it!

The 7 Best Laptops For Data Scientists:

#Laptop NameStorage SpaceRAMPrice
1.Asus ROG Strix Scar III1TB SSD16GB DDR4
2.Razer Blade Pro 17512GB SSD16GB DDR4
3.HP Pavilion Gaming Laptop512GB SSD12GB DDR4
4.HP 15-dy1036nr256GB SSD8GB SDRAM
5.Lenovo Legion 5512GB SSD16GB DDR4
6.Lenovo IdeaPad L340512GB SSD8GB DDR4
7.LG Gram Laptop1TB NVMe SSD16GB DDR4

1. Asus ROG Strix Scar III – Best Laptop For Data Science & Machine Learning

Asus ROG Strix GAre you a passionate game freak, apart from being a data science freshman? If so, then this is the laptop that has multiple benefits for you. Not only will you be able to work productively on the data analysis programs. But you will also get that adrenaline pumping by playing the popular games on this beauty.

Features That You Need To Know:

Before discussing the display and other conventional stuff about the laptop, I will look at the powerful NVIDIA GeForce RTX graphics card with 8GB VRAM. This is a powerful graphics card designed to move volumes of data and integrate it better. The GPU speed is impressive on the graphics card, mostly when you play high-spec games. The superior graphics card and the massive 8GB of VRAM qualify it as the best laptop for data science machine learning.

Being a gaming laptop, there was not going to be a cheap display installed on the laptop anyway. The exquisite 15.6’’ FHD IPS display laptop has a perfect screen to body ratio. It infinitely helps while you are working on programs like SAS, MATLAB, or BigML. Because it’s screen clarity, and the color balance is second to none.

Moving on, to store such massive gigabit games and laptops, Asus wasn’t going to install a simple small SSD. Therefore, it comes with an enormous 1TB of SSD; it is a massive upgrade from the previous variant, making it the best laptop for big data.

Running games, performing data computation, and seeing movies will never be an issue for this beast as it came equipped with a duo of 9th gen Intel multi-core processor and dedicated 16GB of RAM.

In addition to this, while you are working consistently for hours, your laptop is bound to get heated, right? Asus kept that in mind and came up prepared with a solution. The Rog intelligent cooling system has dual fans that are a literal heat killer.

  • six-core Intel i7 processor
  • Exquisite 240Hz 15.6’’ FHD IPS display
  • Massive 1TB of SSD
  • 9th gen Intel Six-core i7 processor
  • Dedicated 16GB RAM
  • NVIDIA GeForce RTX graphics card (8GB vRAM)
  • Expensive

Final Views:

I would highly recommend this powerful machine to someone who plans to build a workstation for the long term. All the specs of the laptop are top of the line.


2. Razer Blade Pro 17 – Best Laptop For Statistical Analysis

Razer Blade Pro 17Next up on our list, we have a laptop that is built for data science. The laptops feature are no less than extraordinary, and later on, you will get to know it will enhance your productivity and balance the workload. So without wasting any further time, let’s dive into it.

Features That You Need To Know:

Laptops like these are the ones that I call “the perfect mix machines.” Everything about this laptop fits into the puzzle correctly, from its sublime display to its breathtaking performance. It is no less than a work of art.

Have said all that, the laptops elegant 17.3-inch FHD 144HZ matte finish display comes filled with vibrant colors, aesthetic vibes, and crystal clear focus. The best thing about the laptop is the screen size. It is the optimal screen size for a data statistician who works with loads of data software.

Moving along, the NVIDIA GeForce RTX 2060 graphics card is no less than a gem. Suppose you feel like your game graphics feel unrealistic. The fault might no be in the game itself, but the ancient laptop thirsty for an upgrade.

In addition to this, I would give full props to developers for choosing the perfect hardware combination for this beauty. Equipped with the latest generation Six-core Intel i7 processor and the impressive 16GB RAM, the laptop’s performance is out of the world.

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  • Elegant 17.3-inch FHD 144HZ display
  • RGB Backlit Keyboard
  • 9th generation Intel i7 processor
  • Multiple thunderbolt three ports
  • Impressive 16GB RAM & massive 512GB SSD
  • NVIDIA GeForce RTX 2060 graphics card
  • Heavy
  • Minimal heat issues

Final Views:

Suppose you are looking for a complete laptop that touches both the horizons of data analysis and gaming. Then you should not look away from this beast.


3. HP Pavilion Gaming Laptop – Best HP Laptop For Data Science

HP Pavilion Gaming LaptopThis HP laptop is a great mid-range machine for your data science projects. Apart from this, it comes with a dedicated graphics card so that you can enjoy playing games. We will discuss all of its features below.

Essential Features That You Need To Know:

While looking at the hardware aspects, we often forget the screen size of the laptop. Some experts say having a larger screen to work on improves your productivity. Maybe HP agrees with that, and that’s why the HP Pavilion laptop has a 15.6 inches FHD IPS WLED-backlit display. The display has exquisite results because of e of the anti-glare technology that brightens everything.

Apart from this, as this is a midrange laptop, it might struggle a little with the software that eats up virtually the laptop’s whole RAM. Otherwise, it works fine as it has a dedicated performance setup of; 12GB RAM, a 9th gen Intel core i5 processor (Up to 4.1 GHz clock speed).

An impressive NVIDIA GeForce GTX 165O graphics card with 4GB of VRAM also forms part of this laptop’s core. The graphics card provides exceptional performance when doing tasks on the most demanding software like MATLAB or SAS.

Apart from all this, HP has continued its vision of improving their laptops, and in this variant, I can see that they have made a jump in the battery department. The laptop gives around 12 hours of coverage on a single charge.

  • 15.6 inches FHD IPS WLED-backlit display
  • NVIDIA GeForce GTX 165O graphics card with 4GB of VRAM
  • Stylish backlit keyboard
  • 12 hours of battery life
  • 9th gen Intel core i5 processor
  • 12GB RAM & 512GB of SSD available
  • Up to 4.1 GHz CPU clock speed
  • No Touchscreen
  • We noticed a 60Hz refresh rate, not a 144Hz as written in the description.

Final Views:

It may not be an ideal fit for a professional, but it is one of the best laptops for data analytics and data science work. The laptop has value for money specifications that are quite great in this price range.


4. HP 15-dy1036nr – Best Budget Laptop For Data Science Students

HP 15-dy1036nrThe next laptop that we are discussing is solely designed for newbies of the data science field. I know you might be thinking, why did I single you guys out right! The reason is relatively simple; HP, as a brand, has launched this laptop with specifications for basic data science software. So, a newbie that has a reasonably limited budget should check this machine out.

Brilliant Features That You Need To Know:

I know you have got tons of assignments and projects throughout the semester; we all do. Looking at the screen continuously feels like torture sometimes. To fix this problem, HP has installed an anti-glare WLED FHD display. This laptop has one of the coolest displays I have ever seen.

Moving along, as student portability is one aspect, we often don’t value much. But as a science student, you have to understand that you are always on the go. So a portable laptop comes in handy, fits in the backpack when you have to leave in a rush.

Regarding performance, this laptop reaches fairly reasonable figures. It’s 10th gen Intel quad-core processor is heavenly fast when it comes to processing data. With an 8GB RAM, you can multitask between your priority data software like Python, BigML, etc. It has a stable performance at a lower price that makes it the best laptops for science students.

When you are always crunching numbers, you often forget about your laptop’s battery percentage, and boom; power is gone. This HP laptop has up to 10 hours of battery life, and it also supports HP’s fast charge. It honestly can’t get better than this.

  • Low price
  • Anti-glare WLED FHD display
  • Responsive touchpad
  • 10th gen Intel core i5 processor
  • 8GB RAM & 256GB SSD
  • Up to 10 hours of power
  • Customer service issues
  • Durability concerns

Final Views:

This is a great low price laptop for university students of data science. The display of the laptop is one of the best FHD displays in this price bracket.


5. Lenovo Legion 5 – Best Laptop For Data Analysis

2019 Lenovo Legion Y540Next up on our list is a beautiful laptop that has been engineered with perfection. But are we here just for the style that the laptop offers? I don’t think so. Let’s find out more about this splendid machine below.

Outclass Features That You Need To Know:

Built with IPS technology, now experience everything on the Lenovo legion 5 as you have never before. The 15.6’’ large display is Full HD, a deal maker for most data science enthusiasts who are hooked on the screen for most of their time.

Among other notable features, hides the killer NVIDIA GeForce GTX 1660Ti graphics card. It is a mid-range graphics card that supports running primary data science tools with the optimal speed.

Have you ever had an application so irritating that you had to press ALT+F4? Well, rarely will you encounter such tragedy on the stable 8GB RAM of the Lenovo legion 5. Apart from this, the last comes filled with a super-fast 512GB SSD to take store all of your files and games.

Do you wish to feel a difference in the processing speed of your hardcore programs and software? Are you data science projects getting delayed because of slow processing? Worry not. The brilliant AMD Ryzen 7 4800H processor is here to get you through all of these concerns.

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  • Vibrant 15.6’’ large IPS FHD display
  • Stable 8GB RAM
  • Brilliant AMD Ryzen 7 4800H processor
  • NVIDIA GeForce GTX 1660Ti graphics card
  • Simplistic keyboard and Trackpad
  • Superfast 512GB SSD
  • Speakers are mediocre
  • The battery is life is normal

Final Views:

In terms of prices, this is one of the most valuable laptops on the list. The versatile features, modern technology, and the brilliant display it offers are highly superior to its predecessor.


6. Lenovo IdeaPad L340 – Affordable Laptop For Data Science

Lenovo Ideapad L340Data analysis requires a powerful laptop with high-end specifications. The Lenovo IdeaPad L340 is not your traditional business laptop that Lenovo usually manufactures. This is a top-notch complete gaming laptop that works excellently with data analysis. We shall further investigate this brilliant laptop below.

Cool Features That You Need To Know:

Never settle for anything lesser than a Full-HD display. You and I both know that staring at countless rows of data isn’t aesthetic at all. The Lenovo laptop that we are discussing has precisely the perfect antidote, i.e., a 15.6’’ IPS FHD display. Viewing data analysis and statistical programming on this display doesn’t burden your eyes at all. This is because of the perfect clarity and color balance of the display.

You might have heard your mate complaining about his laptop lagging while it processes data. This is the inability of low-end laptops to deal with massive data software like MATLAB, SAS, etc. This Lenovo laptop amazingly solves this issue with its adaptive latest 9th gen core i5 processor. The processor runs swiftly, and your laptop doesn’t lag behind the program.

Furthermore, data processing requires an updated graphics card. You might be thinking about what does data analysis has to do with GPU(graphics card). Well, to break your bubble, you have to know that a stable graphics card like NVIDIA GeForce GTX 1650 handles machine learning, data programming exceptionally well. It is because the graphics card has more cores that speed up the processing power of the data.

As a data science student or professional, having SSD in your laptop is a must. Luckily, the Lenovo IdeaPad L340 comes installed with a 512 GB of Solid State Drive. This extensive SSD allows you to read/write data files at sonic speeds.

  • Value for money price
  • Large 15.6’’ IPS FHD display
  • 512 GB of Solid State Drive & 8GB RAM
  • NVIDIA GeForce GTX 1650 graphics card
  • Latest 9th gen core i5 processor
  • Ergonomic keyboard
  • Reliability issues
  • Overheats at times

Final Views:

One of the best value for money laptops for data science. The laptop has brilliant specifications related to data analysis and programming, and delivers excellent performance.


7. LG Gram Laptop – Best Laptop For Scientists

LG Gram 17 LaptopLG is the most underrated laptop manufacturer out of the entire dominating brands. This might be because some people are just hesitant about changing their favorite laptop brands. Well, there are plenty of reasons why this beast of a machine makes my list today. We will discuss them below.

Best Features That You Need To Know:

The one edge of laptops over monitors is their portability. But we have seen some bulky laptops that weigh nearly the same as a whole monitor. They might limit the portability, but the beautiful LG Gram laptop weighs only 3lbs. Its extremely thin and lightweight body is made from reliable metal. You can take this laptop and work from literally anywhere, as it will fit into the smallest of spaces.

Jam-packed with performance specifications, the laptop has the latest 10th generation Intel Quad-core i7 processor. You might be wondering what sets this processor apart from the previous variants. The answer is relatively easy to guess. It’s the Intel’s adaptive technology that the processor possesses, and because of this, it runs the applications at super-fast rates with Windows 10 Operating System.

Copying primary data files that are well over several gigabits can be a headache with HDD. To counter this problem, LG has installed a prominent 1TB of SSD to take care of all your files.

The laptop is not limited to all of this; it has a responsive fingerprint for security, thunderbolt ports for speedy files transfers, and an astonishing 17 hours of battery life on a single charge.

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  • 2560 x 1600 FHD LCD
  • Lightweight design (3lbs)
  • 1TB of SSD & 16GB RAM
  • Astonishing 17 hours of battery life
  • Responsive fingerprint
  • Latest 10th generation Intel core i7 processor
  • Expensive
  • Warranty issues

Final Views:

It is simply an amazing machine that has a sublime display. Apart from this, running data software and other data mining applications on this beast will never be an issue.


Top 3 Recommended Picks For You:

  1. Asus ROG Strix Scar III is the best laptop for data science & machine learning.
  2. Lenovo Legion 5, as it is the best laptop for data analysis.
  3. LG Gram Laptop as it is the best laptop for scientists.


Buying Guide For The Best Laptop For Data Science Fanatics!

The following are some of the tricks related to a laptop that is used for data science.

Portability Of Laptop:

Although it is not a primary feature to look for in the best laptop for data science, however, if you are a student or somebody working in a corporate environment, having a portable laptop that easily fits your backpack is a plus.

Display Size & Technology:

To be honest, data analysis is a tough job to do, especially if you are professional. Imagine you are programming and staring at different sets of numerical data by every passing second. It will require a mountain of focus, and if your display is mediocre and small-sized. It will force you to make errors and mistakes. This is why I emphasize getting a laptop that has a built in Full HD display with an enhanced screen to size ratio.


I could talk about performance aspects for hours. Nevertheless, your hardware is the base of your laptop upon which you will be working all day. If your laptop doesn’t even meet the minimum requirements, you will have to face the music. Below are the minimum specs for the best laptop for data analysis.

  • Full HD (1920 x 1080) display
  • at least 8GB RAM
  • A Multicore Intel i5/AMD Ryzen 5 3500U or above hardware duo.
  • A NVIDIA or AMD graphics card with at least 2GB of vRAM.

Keep in mind that these are the minimum requirements. Anything above this is a bonus and sometimes a must if you use a dedicated software or program.

Storage Space:

As a person who regularly deals with large sets of data, it is only prominent to have a laptop that comes with a gigantic hard drive. The preferable option would be to have a minimum of 512G of Solid State Drive storage because it comes with tons of advantages over the traditional HDD. The SSD reads/writes your files efficiently, it copies the programs at sonic speeds, and overall, it provides excellent stability for you to work. However, in the absence of at least 512GB of SSD, you can also gamble on a mix of SSD and HDD storage. For example, the 256GB SSD and a 1TB HDD combo.

Budgetary Concerns:

I am not trying to sound judgmental here; we all have our limited budgets. However, I would recommend that you should spend a few hundred dollars more and purchase a good laptop rather than settling for a cheaper one. The reason is that in the field of data science and the software and programs that you work on are mostly high-end. If you try to run them on a cheaper laptop, they will make your life stressful by constant lagging and stutters.

Frequently Asked Questions:

What is the best laptop for data science?

Asus ROG Strix Scar III is the best laptop for data science if you want to find out why you should read our review about it.

Is Mac OS good for data science?

Without a doubt, yes, Mac OS also operates data science tools with excellent efficiency and quality. However, the OS has certain limitations that may or may not affect your experience.

Do you need a powerful computer for data analysis?

It is a subjective question, and the answer depends on the person who will work on it. If you are a student, you might be well off with the minimum specifications I mentioned at the article’s start. But for professionals, they do require a high-spec gaming type laptop.

What are the most useful data science tools?

Following are some of the most useful data science tools:

  • SAS
  • Apache Spark
  • BigML
  • js
  • Excel

Some Last Words:

I have tried my best to do justice to every laptop on this list. All of these are top-notch laptops. You need to take a couple of minutes out of your time to read the buying guide. That will provide you with a better inside when you are buying a laptop tailor-made for yourself.

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