Best Laptops For Data Science In 2021 [Tested By Data Scientists]

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Looking for the best laptops for data science in 2021? You’ve landed on the right page.

Those of you who are not aware of data science might be thinking “Wait… what’s data science?… Do I need additional software or extra tech-specs in your laptop for this what you call data science?..” calm down. It’s the basic mother algorithm that’s working behind every actionable app.

Say for e.g. you plan to book a restaurant for going on a date with your partner. What do you usually do? Look around for available restaurants nearby or Google it to know which restaurants have the best Italian or Mexican cuisine, and how many tables are left for booking?

You plan to take an Uber cab and the moment you click the app, you see the availability of the drivers nearby, fares, how much time it will take to take you to your destination.

Well, well… that’s the pure mechanism of data science. The mechanism deals with the aspects of machine learning, data analytics, data science, and statistics. That also includes linear algebra, probability, and distribution.

When you’re looking for the best laptops for data science, you must consider these elements in your count, if you’re willing to count on your device for preparing one such data science mechanism-based app.

Top 10 Best Laptops For Data Science In 2021 — Reviews

Machine learning has become an integrated part of app development nowadays. Be it about adding AI or integrating database program languages like SQL or NoSQL in the application, it’s mandatory to choose only the best laptops for data science app development.

Professionals always look for a device that has smooth functionality that barely stops responding while developing such applications. Finding one such laptop is more of a crank if you’re not aware of the right tech-specs that you need in the device.

That’s why most of you end up choosing a model that’s either too slow or too outdated to build one such application.
Fear not! We have prepared a list of the best laptop models for putting an end to one such never-ending trouble that was bothering you till now. Would you mind taking a short de’ tour through our selected models? Here it goes then:

1. Dell Inspiron 15 5335BLK Plus

Dell is one of the hardiest, trustworthy laptops available worldwide for sale. It’s the choice of maximum professionals primarily due to its incredibly powerful CPU processor.

The i-core 5577 CPU is quite efficient to work on multiple app development platforms. Often users think that app development platforms like Datacamp, Elevate, Lumosity is the best app building spaces, and they must run in the model that they’ve purchased.

But the fact is, these app manufacturing workstations require multiple other plugins which update from time to time. On selecting a laptop with limited processing ability and low graphics the entire program you’re trying to build may crash frequently. Sometimes even if you have a backup, the entire progress is deleted. Guess what’s next?

You need to develop it right from scratch! That’s a headache, right! Well, that’s why Dell Inspiron 15 has been empowered with a 7th generation Quad Core i5 processor with 6Mb cache cleaning ability.

It can speed up to 3.5 GHz, amazing isn’t it? The 8GB DDR4 2400 Mhz gives ample space to load the extension files and setup.installer exe files in your system without any hassle.

If you think that the application is going to be a bigger one, upgrade the memory up to 32GB. You have the option in this model of Dell. So, nothing will bother you technically from building a robust app.

If you’re worried about ‘what if the progress is deleted’? Well, that never comes as an option while you’re buying Inspiron 15 for yourself.

More than 15 million app developers (approx.) have chosen Dell Inspiron 15 in the US for performing such applications. That’s another reason for choosing Dell for themselves.

The 256 GB SD can store those pivotal priority-based files in your system, so the fear of mistaken file deletion never comes as an option for Dell users.

2. Asus VivoBook Thin & Light

Primarily considered as a gaming laptop, Asus Vivobook is another good option if you’re looking for the best laptop data science based app development. The model rose to fame for the professionals who are into application development.

Be it a mobile responsive native app, hybrid app or for android or iOS, responsiveness of the application plays a key role. Not every manufacturer is expert enough in building a laptop that succumbs to the robust pressure during the procedure.

In app development, it’s difficult to avoid the CSS JavaScript, Advanced Python plugins while developing such apps. The Asus VivoBook is a model that supports all such requirements easily.

That’s because the processor CPU of VivoBook is exclusively built to withstand such heavy program applications. The CPU processor has a powerful 7th generation Intel Core i7 7700 HQ Quad Core processor that has a speed of 2.8GHz.

The same speed is quite necessary for establishing standard voltage for full stack developing performance. The NVIDIA GeForce GTX 1050 4GB graphics memory port provided in it is reliable for flawless gaming.

So, if you’re a gamer as well as a professional app developer, you’re grabbing a smart deal. You can use it for professional purposes, as well as utilize it for robust gaming sessions too. It’s like killing two birds with a stone!

The anti-glare display screen has maximum image resolution quality. The portable and slim ultra-thin 0.8” chassis is quite reliable while it comes to use a portable and slim footprint.

The Hamrman/Karman approved audio technology provides you ample scope to test the app developed after building it. Sometimes professionals need to test run the dummy website before making it live. The job turns easy with Asus Vivo Book.

Coming to the storage unit: VivoBook has 16GB DDR4 dedicated RAM memory and 256 MB M.2 additional SATA 3 SSD along with a 1TB HDD combo for balancing the RAM speed and storage capacity in your laptop.

That’s a priceless deal, as you will get closer to 800TB space still unoccupied after saving your chunk of data exe setup files in your laptop. That’s the leverage!

For graphics intensive tasks, you have separate 4GB GDDR5 VRAM space to run graphics intensive tasks. If the graphics resolution is too high, you don’t have to take the effort to optimize it while testing the application.

As a graphic developer/designer you can smoothly perform other multiple tasks with this processor CPU easily.

3. Asus Rog Strix Scar III

Asus is one of the most promising brands that has been into manufacturing gaming laptops for a pretty long time. Maximum professionals who’re into graphics designing, image editing, app developing prefer a platform that comes with multiple options associated with app development.

Developing an app on an application building platform with limited resources can be a tricky deal ahead. You might have to use the updated plugins, install associated software and then retry the app testing procedure.

One such process is quite time consuming one. Whereas, with Rog Strix Scar III, you don’t have to worry about those things. This laptop model is especially equipped with a powerful processor CPU that runs every graphics intensive task smoothly.

While the other ordinary laptops may take time and sometimes hours for responding while a program application is in progress. But with Asus Rog Strix Scar III, you can download and install the whole software along with their updated plugins.

That eventually reduces your effort in installing the required plug-ins one by one individually. That’s another reason for choosing one such laptop for yourself.

If you’re a gaming freak, then this laptop must be added to your buying preferences. That’s because the NVIDIA RTX GeForce 2070 processor CPU comes with 8GB DDR6 dedicated RAM memory.

The 1215 MHz speed is sufficient for fetching heavy applications or launching them on your laptop. That’s not all, the 1440 MHz boost provided in this laptop also comes with 115 W.

The 9th generation Intel Core i7 9750 H processor CPU comes with 240 Hz. The 15.6’ inches screen has a 1920*1080 IPS display screen. One such screen is quite mandatory for displaying the loading app web pages with high graphics resolution.

Ordinary laptops with poor display screens may not be able to load the high graphics resolution intensive images in your device if you need to test the application on your device. With Asus Rog Strix Scar III you never expect the same to happen again and again.

4. Razer Blade Pro 17

Razer Blade is one of the most leading game manufacturing laptops all over the world. The Pro 17 model from Razer Blade comes with a zero compromise powerhouse CPU processor.

It is actually meant for 4K+ gaming purposes, however, it’s also suitable for data science-based app development too. The high-performance vapor chamber cooling mechanism is quite reliable for all such creative work. Its 1*25 Gbit Ethernet port supports 802.11 axes wireless connectivity.

The connectivity is quite reliable for performing high graphics-intensive tasks. The NVIDIA chipset brand graphics processor GPU comes with an RTX Max Q Quad-Core processor with 8GB dedicated graphics RAM memory.

That’s not all, this model comes with 16GB dedicated DDR4 RAM memory with an additional 512 GB SSD slot. The same slot is quite needful for storing a huge chunk of setup.exe installer files in it.

In maximum cases, you’ll see people looking for graphics-intensive tasks in the long run. The CNC aluminum unibody provided with it is meant for high-performing CPU-intensive tasks.

Ordinary laptops may not perform those if you’re planning to test or run graphics-intensive app testing. But this one is a zero compromising model.

Be it for running 4K+ gaming resolutions or about 0.78” inches thin vapor chamber cooling system reduces the heat while your CPU performs heavy graphics-intensive tasks.

The additional NVIDIA GeForce 2080 RTX Max Q graphics processor memory with 8GB graphics RAM never lets the app development plugins to a glitch while installation.

Once installed, the program never turns slow while they’re in use. That’s another advantage of choosing this laptop model for developing multiple apps.

While developing mobile apps, a developer needs to check the speed of the app’s responsiveness. That’s quite essential in hybrid and native app development.

Most of the mobile apps must be responsive enough before going live. As a developer, you can’t simply overlook the cross-browser responsiveness of the application.

For all such heavy-duty activities, Razer Blade Pro 17 must be your first priority. That’s why you need a laptop model where you can execute all these tasks smoothly.

That’s another benefit of putting Razer Blade Pro 17 on top of your buying preferences.

5. New Apple MacBook Pro

Apple MacBook Pro must be on top of your list while you’re looking for a laptop that provides ample scope to develop iOs apps, android apps in your laptop without disturbing the ongoing applications.

The 9the generation 6Core intel core i7 processor CPU is matchless in comparison to the other available laptop models in the market. The Stunning 16 inch retina Display with True Tone technology provides ample scope to you for viewing an app that you’ve developed.

While other laptops may crash to perform those applications, your Apple MacBook Pro from the newer version of Apple can outshine those ordinary models.

The newer version of Apple comes with Touch Bar and ID. Finding all these aspects in a single laptop is a priceless deal. Often testing a hybrid mobile application in your laptop can be a crank if your processor CPU turns slow and overburdened.

The graphics processor can’t help alone if a huge amount of unnecessary files store a huge part of your system cache memory.
Well, the latest model of Apple MacBook Pro came up with a solution by adding AMD Radeon graphics processor for powering up the iCore 7 8 Core processor CPU provided in this device.

It will never let any other disturbances bother your processor CPU while your work is in progress. The ultra-fast SSD storage unit provided in this laptop is effective in assisting you to store chunks of exe. setup files.

Even if you’re thinking of storing the installer files in your laptop then also you don’t have to worry at all. That’s because the updated plugins and the associated files required for running the application is always going to be an easy job for sure.

The High bandwidth 8GBM2 memory graphics can run at a 3.5X speed. The 64GB DDR4 RAM memory can save multiple files on your device. Such a huge storage unit can accommodate your game installer files, setup.exe files as well as other graphics-intensive files smoothly.

6. Dell XPS 15 With i7 10th Gen

The Dell XPS 15 comes with i7 10th generation processor CPU is another smart addition to your buying list when you’re looking for a laptop for application development. This model is known for its unique processor ability.

While the other CPU models are quite reliable for online 4K+ gaming applications only, this model is meant for both online gaming as well as for developing user responsive apps.

Being a laptop user the first query to strike your mind is, ‘why would you buy Dell, when there are plenty of other laptops available in a comparatively low budget?’

First of all, Dell’s XPS series models come with a 62% large touchpad, 5.6% smaller footprint, 5% larger screen, as well as 400 HDR display. The Dolby Vision display type provided with this laptop comes with integrative eyesafe display technology.

One such technology is quite impactful to cross check the color resolution. Whether it’s an app or a website, color resolution plays an important role.

Without understanding the color resolution quality, it’s a bit of a crank for you to analyze the developed application or a website. Certain food based apps, tracking apps, online financial transfer apps, require multiple AI driven algorithms and data statistics.

If the back end files are slow to launch the app, the users may not find it responsive. That way, things may get out of hand to compete with the other trending apps.

As an app developer, it’s your responsibility to choose a laptop that integrates the technical as well as the UX/UI aspects without affecting the user’s interest.

That’s why, Dell is quite a trustworthy brand for the students pursuing their studies in data science as well as professionals. The Quad speaker is another advantage of this model.

The outstanding speaker quality of this model is quite promising to analyze the sound of your 4K+ games. Often game fanatics prefer playing the latest franchises of Call of Duty: Advanced Warfare, Witchhunter, etc. on their PC.

Inferior sound quality is one of the common problems for them to witness. The Waves Nx audio quality provided gives the most effective Quad Speaker design in it.

7. Asus Zenbook 15 UX 534 FTC AS77

The name of Asus ZenBook15 is another smart addition to your buying list while you’re looking for a laptop that’s quite reliable for online gaming and app development. App development is a complex procedure.

A professional needs to place the algorithms and data on the basis of the requirement. Sometimes, a slight miscalculation in linear algebra and probability can ruin the entire application.

To evade such a crisis, it’s important for a developer to run multiple checks before making the app live for general users. If the laptop model that you’re using is not a very promising one then there’s a huge chance for your system to crash in the middle of app development.

Well, that’s when you need to realize that it’s important for you to have a powerful CPU for running high graphics intensive apps. The 14 inches wide view 4K UHD Nano Edge Bezel display is effective to visualize an app post development.

The innovative Screenpad has 5.65 inches interactive touchscreen trackpad is another plus point to edit the designed app if any rectification is needed in it. The device works with Alexa Voice integrated service.

One such service helps you to perform general editing tasks, fetch data files, open up the file directory to run and install required programs in it. The Asus AS77 has HDMI cable port connectivity option with USB Type C charger.

The Wi-Fi 6 support provided with it comes with 802.11 ax Wi-Fi support. The Bluetooth 5.0 port provided with it comes with an SD card reader. That acts as an added leverage after connecting a new device with your laptop.

Once the device is being connected, you may however transfer the developed app in those third party gadgets too easily. The extensive connectivity option helps you to transfer the files at an incredible speed.

8. Lenovo Yoga C740

The Yoga C740 from Lenovo is another addition to your buying list when you’re looking for a laptop for data science application. Ordinary laptops with limited processor CPU find it cranky to load heavy exe program applications.

Whereas, the Yoga C740 comes with the Windows 10 Home. The 2-in 1- 14” inches laptop has a 1920*1080 FHD touch screen is quite effective in checking the image resolution quality of your designed apps.

The app responsiveness is an important factor that a professional can’t overlook after preparing a data based application. If the app takes a lot of time to respond, post a click, then the application might not be effective for a user.

That’s why the Yoga C740 comes with a 10th generation processor that has iCore 5 10210 CPU memory, asuring a speed of 1.6 GHz. The processor is quite effective in running multiple data app based applications.

If the app data requires graphics support, the Intel UHD graphics processor is three for offering back up to the data science app files. The multi-touch screen option provided in this laptop has 1920*1080 resolution color and clarity.

The Quad core processor is quite known for its efficiency. The 8GB system memory can store up to huge chunks of exe setup files in your system. You can easily access them whenever you want.

The system processor CPU is never going to crash while loading those applications in your device. The additional 256 GB SSD space provided in this laptop can store maximum space in your device easily.

The touchscreen option provided with this laptop model is another smart feature that helps to edit and re-develop an application whenever necessary. The IPS technology provided in this laptop has wide viewing angles.

The 360 degree flip and fold design provided with the model is quite effective to use the device in tent, view and tablet mode. That assists you to access the laptop hands-free too!

9. New HP Envy 17T

HP is one of those laptop manufacturing brands that’s popular in the market for developing graphics intensive applications. With the increase in competition, they’ve entered into manufacturing the printers, HP printer refills etc.

But their laptops are still the primary revenue generating product in the market. The 17t model from Lenovo is the ultimate choice of the professional data science based app developers because of many reasons.

Primarily the Windows 10 professional activation key and the product manufacturing warranty of HP is the only reason for maximum buyers prefer HP models for their homes.

The 10th generation newest Intel iCore 7 1065G7 processor CPU runs up to a speed of 1.3GHz. The 8MB L3 cache cleaning technique is quite reliable to remove the unnecessary junk files from your system, if needed.

The NVIDIA GeForce MX330 graphics processor memory can relaunch and test the applications developed in your system. If you need to remove or rectify any of those data science algorithms in your developed software, it’s just a matter of a single click.

The 16GB DDR4 dedicated RAM memory provided in the laptop can help you to store chunks of exe data files. If you think that the space is not sufficient for storing the updated plugins and the extension files of the downloaded software used for app development, utilize the additional 256GB PCLe NVMe SSD space provided for storing the important files in your system.

The USB 3.2 Gen 2 Type C port provided with the laptop is quite reliable for connecting the third party gadgets for transferring the files from those models to your laptop smoothly. That’s another added advantage of choosing one such laptop model.

The Precision touchpad support comes with intel Wi-Fi 6 support. The Type A data transferring option provided with the laptop comes with 5 Gb/s signalling rate. The HDMI cable 2.0 comes with a headphone/microphone combo and 1 multi-format SD media option.

10. Lenovo ThinkPad P53

Lenovo’s name comes on the top of the buying list while you’re looking for the laptop models that’s hardy and has a powerful processor CPU memory.

Maximum professionals who’re into data science based application manufacturing process, usually face difficulty in building user responsive apps. One of the key reasons behind this is inferior processor memory.

Such problems show up when you use an old and outdated processor CPU that’s outdated than iCore 5 processor. Those outdated processors deny to perform an application as they have limited CPU processor ability.

But that’s not the case with the latest versions of CPU processing units. The Thinkpad P53 model provides ample scope to execute heavy graphics intensive tasks smoothly.

Are you thinking that will Thinkpad P53 be a smart choice for app development? That’s a big yes, because the i7 Core processor is of 8th generation with 1.80 GHz memory processing speed.

The Quad Core 4 model comes with 48GB memory. The same memory is quite needful while it comes to store maximum exe files in your system. That’s not all, the 512GB SSD drive capacity provided in this laptop has 15.6” inches display screen.

The same screen is needed for viewing the application post its development. The LCD display screen with in-plane switching mode option provided with the device has NVIDIA graphics control system.

The graphics memory can be updated up to GB. That’s another reason for choosing this laptop for yourself. The Wireless LAN standard comes with IEEE 802.11 ac.

The Ethernet connectivity provided in the Bluetooth option assists you to connect your device with multiple third party gadgets. That’s another plus point in transferring the data files from your laptop to other devices easily.

The ultra smart and powerful Ethernet connectivity option always helps you to stay connected with the internet. Be it about downloading the app developing platforms like Python, CSS platforms, etc. your machine never glitches while performing those tasks in your device easily.

By now you must have browsed through the products that we have discussed above. The real catch is to buy the best laptops for data science applications. Often buyers are misguided by the marketers in many ways.

If you want to stay at bay from those, you must have a sound idea of the products that you’re planning to buy and the technical specifications associated with them.

That’s because it’s not possible for you to tag every laptop best for data science-based applications, right? Some of these frequently asked questions raised by the buyers might assist you to select the best laptops for running data science-based applications.

Frequently Asked Questions

1. Which laptops are the best for running data science-based applications?

Since you’re looking for only the best laptops for running data science-based application, these products must be on the top of your buying list,

2. What’s the minimum RAM capacity you need for running data science applications?

The minimum RAM capacity that you need in your laptop for running data science-based applications is 8GB. However, it’s recommended to upgrade your RAM capacity to 16GB, if you’re all set to run high graphics intensive data analytics and statistics apps.

At the same time, take a look into the Ethernet internet connectivity option too. If the internet connectivity is poor, it may take hours to connect with the LAN port available nearby.

3. Which processor is best for data science?

The Lenovo Ideapad 330 with iCore 5 8250 U is a smart buying option if you’re looking for a processor CPU that has a speed up to 3.4GHz. The 8GB dedicated DDR4 RAM memory is quite suitable for larger data sets. That’s another reason for choosing these laptop models for running data science-based applications in your system.

4. Is it mandatory to involve coding in data science?

Definitely. That’s because, data science is a part of a process that requires coding, SQL, NoSQL as well as C/C++ and Java Script along with Python for developing a coding language. The programming language helps data scientists to organize unstructured datasets smoothly.

So, the processor CPU of your laptop is expected to be of iCore 7 or of 8th generation. Along with it, you need a graphics processor memory that runs graphics-intensive tasks without freezing up the system CPU or crashing the processor CPU in your system.

Final TakeAway Words

As a professional, you’ll always find plenty of laptops available for buying. As a smart buyer, you must not choose a model that freezes your system on running heavy graphics-intensive tasks.

If you’re a newbie buyer and willing to buy a laptop for yourself, take a look at the best laptops for data science in 2021 product list prepared by the other marketers. Spend time to find out what are the key features to look out for before investing in a laptop for developing data science-based applications.

That way, you may select the best one required for developing data science-based applications! Best of luck in advance!

Michael Restiano

I lead product content strategy for SaltMoney. Additionally, I’m helping our broader team of 4 evolve into a mature content strategy practice with the right documentation and processes to deliver quality work.

Prior to Instacart, I was a content strategy lead at Uber Eats and Facebook. Before that, I was a content strategist at SapientNitro, helping major Fortune 500 brands create better, more useful digital content.