Are you a data science student or a professional data scientist who spends most of the time in extracting meaning and interpreting data? You landed on this page because you are in look for the best laptop for data science in 2021.
Actually, buying a laptop for data science is complex, the reason here is not the number of products or brands, it is hard to decide what features or specs a data science laptop should hold? A data scientist deals with more than one program simultaneously to extract understandable meaning from the raw numerical calculations.
Data science is an amalgam of statistics, mathematics, machine learning, and engineering skills. You may have to run multiple applications or software to analyze data and give them meaningful insight.
You already know that being a data scientist is not an easy job. It requires being persistent, logical, and adorns with the right skills and gears.
In this post, we are going to help you find a data science laptop that boosts your analyzing skills. So without further ado, here are the best laptops for data science in 2021:
| IMAGE | PRODUCT | DETAILS | ||
|---|---|---|---|---|
 | Apple MacBook Pro |
| Check Price | |
 | Dell XPS 13 |
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 | Hp Envy 15 |
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 | MSI GS66 Stealth |
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 | MacBook Pro 13 |
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 | Acer Swift 3 |
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 | ASUS ZenBook 15 |
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 | Acer Aspire 5 |
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 | Razer Blade Stealth 13 |
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 | ASUS ROG Zephyrus G14 |
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Best Laptops For Data Science
1. MacBook Pro 16
- Sober looking, well-designed laptop
- The fast processor
- 16-inches Retina display
- Long battery life
- Enough powerful to handle Data science work
If you are looking for a powerful laptop that shares a sturdy yet sober construction, excellent battery life, and amazing portability, you got the right product. Apple-designed MacBook Pro is one of the fastest laptops that satisfy a data scientist’s needs and demands. It is not only a sober-looking machine but handles multiple tasks at once sans a tad issue.
Now let’s discuss its specification in detail. It comes with the 9th Gen Intel Core i7 Processor that shares six-core and multiple threads to make your information processed at blazing fast speed. Its clock speed goes up to 4.1 GHz that means, you will enjoy instant processing.
With 16GB DDR4 RAM and 512GB SSD storage, you will enjoy a smooth computing experience. The added memory size will ensure your multitasking remains on par. You will have more room to run multiple apps and switching through them.
In the same way, 512GB SSD storage is more than enough for a data science student and professional. Moreover, its specs are upgradable. This machine comes with extra slots to support up to 8TB SSD storage and 64GB memory.
Moreover, to make you smoothly process visual processing, this laptop shares AMD Radeon Pro 5300M Graphics card. The dedicated graphics card ensures you play the latest games and tackle loads of graphics-intensive applications. The dedicated memory of the graphics card falls at 6GB.
Its display is one of the most amazing things you are going to get to date. With a 16-inches retina display, you view buttery smooth, bright, and true to life images. Its thin bezels make you view more in less physical space. Its brightness is adorned with 500-nits of brightness, and color gamut with P3 Wide color that enables brilliant and live images as live as the world around you.
Its Magic Keyboard due to scissor mechanism integration is going to spell real magic this time. The older one thought had some issues, the latest one comes with a fixed and improved experience. You get improved 1.4 mm travel speed, well-spaced keys, and ergonomic overall typing experience.
Its touch ID gives instant authentication and security. It prevents unauthorized and unwanted access and makes your privacy tightened.
Apple MacBook Pro battery life is one of the finest and not overlooked features. You need to give a longer battery life extra points as it helps you do creative work without interruptions. You get at least 12-hours of battery backup along with fast charging mechanism that juice up your laptop 80-percent within 60-minutes.
In total the laptop is one of the best options for data science students and professionals. It hits the right chord and makes an ideal option to carry out bulk calculations without interruptions.
| Hardware Specifications | |
| Processor | 9th Gen Intel Core i7 |
| Ram | 16GB DDR4 |
| Storage | 512GB Ultrafast SSD |
| Graphics | AMD Radeon Pro 5300M |
| Display | 6-inch Retina with true tone |
2. Dell XPS 13
- 14 inches FHD touch display
- 10th gen I7 processor
- Dedicated cooling mechanism
- 16GB Bulky RAM takes care well multitasking
If you can’t spend big still looking for a laptop that offers MacBook Pro extent processing power and portability, give special consideration to the model. The model shares a solid line of configuration and lets users process through a humongous volume of data.
Data science student uses Linux Distro as their main tool of work. This laptop offers smooth compatibility with all Linux flavors and makes you get your desired job done without any issue. It cost less than the MacBook Pro and portable equal to MacBook Air.
With Intel Core i7-1065G7 10th Gen processor with decent clock speed to fits your regular processing and demanding circumstances.
In terms of visual processor, it got Intel Iris Plus graphics (i7). It is not that powerful compare to the Gtx series processor but good enough to take care of regular visual processing a data science student has to pass through.
It has 16GB DDR4 RAM to fits your multitasking needs. You can hold up multiple applications and programs at one time and smoothly switch through them without any issue. keep in mind, in data science work, you may have to deal with many apps and programs at once to filter through millions of numerical information.
The same goes for the storage, data science students have to store a large volume of data. To fits their regular storage needs, the laptop shares a 512GB SSD storage. The latest type of storage is faster and reliable. It increases your system speed, boot-up time, and transfer speed. Your data rendering speed is hugely impacted due to SSD storage.
It comes powered with 13.4 Inches FHD display that offers 1920 x 1200 pixel resolution in infinity edge display. Its display adheres to larger and sharper viewing angles, 500-nits of brightness, and anti-glare panels. keep in mind, it is a touch display, you can use a digital pen to write onto the screen directly. Due to the infinity edge panels, you get enhances the screen area and the visual quality of the display is improved.
Dell packs a stunning keyboard that renders an ergonomic typing experience. You know, Dell’s keyboard is always better than other models even in the budget range. The touchpad is highly impressive; you get a smooth touchpad experience.
To help data scientists delve into leisure, Dell leaves no stone unturned and integrates MaxxAudio speakers. This helps them listen to their favorite classic songs at a good volume and strong base.
Longer battery life is another glaring positive aspect of the machine. It offers 12-hours long runtime; you get this laptop on travels as well due to stands out portability and longer battery life.
In total, for an on-the-go data scientist, this option is a must consider. Check its specs, read through feedback; I am pretty sure the thing is going to appeal to you a lot.
| Hardware Specifications | |
| Processor | Intel Core i7-1065G7 |
| Ram | 16GB DDR4 |
| Storage | 512GB PCIe NVMe M.2 SSD |
| Graphics | Intel Iris Plus i7 |
| Display | 13.4 FHD InfinityEdge |
3. HP Envy 15
- 10th Gen Processor
- GTX 1650 GPU at an affordable price
- 16GB RAM
- Ergonomic keyboard
- 16-hours long battery backup
If you like touchscreen laptops and looking for an option that is good at portability and power-packed performance, get a hands-on HP Envy 15 Touchscreen laptop.
I do not think, the touchscreen will have anything important linked to data science work. Maybe in your leisure, you want to indulge in an entertainment experience and use a touchscreen for instant output. It is no doubt one of the power options, courtesy goes to its solid line of the specification.
It comes powered with 10th Generation Intel Core i7-10750H Processor that goes up to 5GB clock speed with a turbo boost. What does that mean; it means you have a multi-core, multi-thread processor that offers blazing fast clock speed to process through heavy workloads fast without any issue. You can throw the largest files of your running project; this machine got the guts to process them through without a single tad of issue.
To help it go faster and harsh and larger files and complex projects, it comes assisted with NVIDIA GeForce GTX 1650 Graphics card of 4GB dedicated memory. The power of this GPU is not hidden from the world, you can check its benchmark and it ensures you can calculate millions of numerical data and get interesting data or insight.
It comes with a 15.6-inch FHD Diagonal Micro-Edge display with anti-glare panels and a larger viewing angle to help you behold smooth crystal clear content produced on the screen. It’s Micro Edge bezels help you view more screen area in less physical space.
Its display shares multi-touch support, and brightness has been taken care of with 400 nits. It has to share an 82-percent screen to body ratio and offers a 1920 x 1080 pixel of resolution to help you behold the tiniest details on the screen without missing any.
The model comes integrated with 16 GB RAM that enables you to handle statistical operations at great ease. The ram comes in two slots, 8GB in every slot.
The storage section comes filled with a 512GB SSD storage. The storage not only helps to store the humongous volume of data but is best suited for speeding up the whole system, increase boot-up time, and enhanced rendering.
With a clean and ergonomic keyboard, you enjoy a supreme typing experience. Its clean pal rest area with all hotkeys integrated helps you control your security, privacy, and security without any big issue.
Its battery backup is top of the list. It offers 16-hours of long runtime. That means you get almost two days long runtime in a single charging, quite appealing.
In total, this laptop hits the right chord. You get the right balance of power, portability, and price.
| Hardware Specifications | |
| Processor | Intel Core i7-10750H |
| Ram | 16GB DDR4 |
| Storage | 512GB PCIe NVMe M.2 SSD |
| Graphics | NVIDIA GTX 1650 Ti |
| Display | 15.6-inch diagonal FHD, IPS |
4. MSI GS66 Stealth
- Perfect price-performance blend
- 10th gen I7 processor
- 16GB memory
- Specs are upgradable
- Cutting-edge cooling system
- RTX 2060 Graphics
If you are interested in enjoying enhanced computing goodness, it is good to have a high-end gaming laptop. A laptop that can process through all data set stored in your laptop without showing a single tad of tiredness, get hands-on MSI designed dedicated gaming laptop model.
The laptop has all specs maxed out, CPU; GPU, RAM, and storage. This is what we require for data science work, a maxed-out spec holding machine that offers superior processing power without costing arms and legs.
It comes powered with 10th Gen Core i7-10750H Hexa-core processor that goes up to 5.0 GHz clock speed at a turbo boost. You have a multi-core processor, more area to process through your millions of data sets.
Moreover, the assistance of Nvidia GeForce RTX 2060 Graphics card of 6GB dedicated memory should not be overlooked. The latest architecture graphics card got more power and the latest features integrated to help you process through visual loads.
You get 16GB DDR4 memory and 512GB SSD storage. The storage and memory both are expandable. I do not think, data science students or professionals would require more space for their regular data analyzing work. Still, the extra slots are there to help you expand storage as well as memory.
You get a smooth display experience. With a 15.6 inches FHD IP display with a 300 Hz refresh rate, you get five times faster and smoother visual calculations. The display comes in thin bezels, as less as 4.9 mm, offers an 84-percent screen to body ratio, more display area in less space.
I like ASUS products because of their price-performance perfect blend. The one more thing could be added to the list, cutting edge cooling mechanism. With the world’s thinnest fan blade design, you get improved airflow inside the chassis to enjoy the best experience.
With a 99.9 Whr battery, outlast and outplay your components. Stay active longer than others and make a big statement as long as the battery is regarded.
| Hardware Specifications | |
| Processor | Intel Core i7-10750H |
| Ram | 16GB DDR4 |
| Storage | 512GB PCIe NVMe SSD |
| Graphics | NVIDIA GeForce RTX 2060 |
| Display | 15.6″ FHD Anti-Glare 240Hz |
5. MacBook Pro 13
- Portable laptop
- Decent configuration lined-up
- Stunning display
- 12-Hours long battery
If portability is your biggest concern without sacrificing performance, get hands son Apple MacBook 13. Though professionals might not consider this best suited for data processing, still its portability and performance make it a good grab for an average range price.
It comes integrated with the 10th Gen Intel Core i5 processor quad-core process that offers exceptional data processing speed. It has the capability of clocking 3.9 GHz to match the level of performance you need for the job.
Added Intel Iris Graphics is good to go for data mining and processing. But, it should not be taken as an exceptional GPU for 3D modeling or rendering work. It is good for average scale visual processing and light gaming.
The 13-inches model also features an 8GB Memory. As tangled and complex processing happens in data mining collecting, making logical calculations. The type of work we are desired to go through makes the memory size on par and would not exceed the featured memory.
It also has 512GB SSSD storage that offers improved data-transferred speed, boot-up times, and overall system speed boosting. You get 17-times faster speed compare to conventional storages.
As long as the display is concerned, it gets a 13.3 inches Vibrant Retina display that presents true to life images at 2560 x 1600 pixel resolution. The retina display shares four times pixel density compared to a regular display, which means more information and clear visuals are produced.
Its Magic Keyboard simplifies your typing experience. It shares a scissor mechanism; cutting-edge improved designed keys with improved travel speed enhance your typing experience.
It weighs just 3 pounds and comes in 13-inches chassis. In such a small thin profile it hosts a decent line of ports and connectivity. You get 2 USB Type-C ports, and other slots to enjoy a upped connectivity experience.
With a battery timing of more than 10-hours the laptop makes an exceptional device for data mining, data processing, and data analyzing.
| Hardware Specifications | |
| Processor | 10th Gen Intel Core i5 |
| Ram | 16GB DDR4 |
| Storage | 512 Ultrafast SSD |
| Graphics | Intel Iris Plus |
| Display | 13-inch Retina with true tone |
6. Acer Swift 3
- Powerful advanced designed processor
- Clear smooth display
- 11-hours long battery
- 512GB SSD storage at this price
- Portable and sleek
If you are a promising data science student and looking for an affordable yet powerful device to assist you, get a hands-on Acer Swift 3. The model without slaughtering performance, cutting-corners bring forth superior processing without costing arms and legs.
It comes powered with AMD Ryzen 7 4700U processor. The advanced designed powerful mobile processor is a force to reckon with. You get the desired range of power and specification without housing extra nuts and bolts.
The model undocks extra features and purely concentrates on the aspects which are important for the job at hand. It has 8GB DDR4 RAM that is enough to handle intricate data processing and mining tasks. You will not run short of memory; it is enough to get the job done.
With 512GB SSD storage it ensures you never feel short of storage. The storage helps you to house larger project files including improving system speed and boot-up times. Keep in mind, the laptop comes at a price of $650, and for the price, 512GB SSD storage seems downright steal by the way.
With a 14-inch FHD IPS display you get improved clarity images at great viewing angles. You behold the images from any angle of the display, at 1920 x 1080 pixel resolution. Its super stunning display soars up the creativity level and makes you become productive than ever before.
You enjoy a super-smooth typing experience with a backlit keyboard. The illuminated keys carved in the keyboard ensure an error-free typing experience. Its touchpad also offers a super silky smooth touch experience that offers the responsiveness required for the job.
The model weighs just 2.65 pounds, showcases an exceptional scale of craftsmanship. In such a thin profile, the model manages to host arrays of connectivity ports to enhance the connectivity experience. You get to connect with anything without any big trouble.
As long as the battery life is regarded, the model is not going to let you down here as well. With a 10-11 hours long battery runtime, you bank on the model for traveling and other on-the-go consumption.
All in all, you see the model zeroed the utter important features. You get what is important for data mining and other chores related to data science. So, if you are on a budget and seeking advice to buy a cheap laptop without cutting corners, roll hands on the model.
| Hardware Specifications | |
| Processor | AMD Ryzen 7 4700U |
| Ram | 8GB DDR4 |
| Storage | 512 GB PCIe NVMe SSD |
| Graphics | AMD Radeon |
| Display | 14″ Full HD Widescreen IPS |
7. ASUS ZenBook 15
- 4K UHD display
- 92-percent screen to body ratio
- 10th Gen processor
- Nvidia GeForce GTX 1650
- Long 12-hours battery
ASUS is an Industry-leading laptop producing brand. The brand has produced many laptops that are top-rated, equipped with a good range of specification and fits casual to professional computing needs.
It is also known for designing innovative features that not only serve the community but set standards for others. The same happens with the ASUS current model. This model shares an innovative screen pad design. The touchpad turns into a little screen and lets users use it for various purposes.
It is actually quite a powerful laptop. It shares powerhouse processor 10th generation Intel Core i7-10510U that goes up to 4.9 GHz clock speed. The quad-core processor is helpful in carrying out multiple operations without slowing the speed down. For data science calculations, this processor is very handy. It not only accomplishes various complex operations but a process in less time than others.
It also shares NVIDIA GeForce GTX 1650 graphics card to take care of visual processing needs. You can calculate various bulky visual processing in a timely fashion and stands out in the crowd.
Its storage and memory options are on par. You get 16GB bulky memory to take care of multitasking and 512GB SSD storage to satisfy storage needs. The storage size can be expanded using the extra slot, the given storage though is more than enough and takes care of the system overall speed and boot-up time.
It shares 15.6 inches UHD 4K display with four-sided Nano bezels. You get an enhanced viewing area with a 92-percent screen to body ratio. The Nano bezels around the display clear the clutter and offer you enjoy the immersive display. The laptop as a result produces a crystal clear display with extra brightness.
Its secondary screen aka screen pad enhances productivity level. The second screen lets you run many operations without any issue. The secondary screen enables you to enjoy live stream, music, and much more in a row.
Its battery life is also quite amazing. You get a 12-hours long battery runtime that makes it an amazing travel partner. Take it around, get, use it for data analyzing on the go, and in leisure enjoy entertainment.
| Hardware Specifications | |
| Processor | Intel Core i7-10510U |
| Ram | 16GB DDR4 |
| Storage | 512GB PCIe NVMe SSD |
| Graphics | NVIDIA GTX 1650 Max-Q |
| Display | 15.6 inch wide-view 4K UHD |
8. Acer Aspire 5
- Affordable price
- FHD IPS display
- Backlit keyboard
- Long battery life
- 10th gen I7 processor
Acer Aspire series has evolved a lot. Initially, the line-up was to serve household computing consumption. In recent years, lots of changes have been made that resulted in making it for power users. If you are a data science student, hunting for a cheaper option to carry out your regular studying needs, go ahead and pick this machine. It got all the power and specs needed to get the job done.
It’s amazing for hardcore processing needs, processors like 10th Generation Intel Core i5-1035G1 with 3.9 GHz clock speed is at your disposal. You can get the right use of the power and process through a large set of data and produce meaningful results.
It comes with the right memory size; 8GB DDR4. The memory size enables you to take care of multitasking needs. Actually, the memory size is more than just perfect for the job.
The same goes with the storage, you get 512GB SSD storage to help you store your files and folders at boosted transfer speed. The SSD storage though enables you to enjoy enhanced booted-up time and get things moved faster.
It has 15.6 inches FHD IPS display with enhanced resolution. You get a vibrant, clearer, and smooth viewing experience. Its FHD display enables you to open two windows open side by side and visualize data without any issue.
Its battery performance is quite amazing. I am impressed by how amazingly Acer put up a good battery backup in a small chassis. It weighs around 3 pounds, great for portability. The battery goes up to 12-hours in a single charging, great for a travel buddy.
It comes with plenty of ports and connectivity options, with USB Type C inclusion. The connectivity options are quite amazing; you can connect anything you like without any issue.
| Hardware Specifications | |
| Processor | Intel Core i5-1035G1 |
| Ram | 8GB DDR4 |
| Storage | 512GB NVMe SSD |
| Graphics | NVIDIA GeForce MX350 |
| Display | 15.6″ Full HD (1920 x 1080) IPS |
9. Razer Blade Stealth 13
- Top of the line specification
- High-quality build
- FHD IPS display
- Enough connectivity ports
- 10th Gen processor
Razer Blade 13 is as good in performance as Dell XPS and MSI Stealth. Do you know what makes it a better contender? The extra oomph in its performance is especially of desktop rigs. Yes, the laptop in performance is as good as desktop PCs and makes your computing experience hit a new milestone. It’s a travel-friendly laptop that you can take along without any big issue.
It is powerful because it got the right specs, specs such as its 10th Gen Intel Core i7-1065G7 quad-core processor. The processor makes it the powerful rig on the list. It offers super smooth data science processing power and hits 5.1 GHz clock speed.
In terms of visual processing, the gear comes integrated with NVIDIA GeForce GTX 1650 with 4GB dedicated memory. The graphic processor processing power in this list is hands down, it is super smooth and makes you process through millions of data set without any issue.
Other specs such as its 16GB RAM and 512GB SSD storage do the talk as well. Both the specs add in overall system speed and make you speed up the load times and boot-up time.
Its 13.3 inches FHD IPS display would not fail to deliver vivid visuals. Its four-sided thin bezels cut the clutter and offer more screen area. You get to view an enhanced viewing area in less physical space. The screen further incorporates 100% sRGB color to make you view colorful images and videos produced on the screen.
The laptop does decorate itself with plenty of connectivity options. It also shares 2 Thunderbolt 3 ports and others to offers more connectivity options for an improved experience. You can connect any external device and enjoy the performance without any big issue.
In terms of battery, the laptop is going to amaze you. It offers 10-12 hours long runtime that makes it an ideal on-the-go machine.
In total, this laptop is great for the job in hands. It houses everything needed for the job. It got power, specification, right connectivity option, sturdily built, and much more in the row.
| Hardware Specifications | |
| Processor | Intel Core i7-1065G7 |
| Ram | 16GB DDR4 |
| Storage | 512GB PCIe NVMe SSD |
| Graphics | NVIDIA GTX 1650 Ti Max-Q |
| Display | 13 inches Full HD |
10. ASUS ROG Zephyrus G14
- Power-packed performance
- Solid specification lined-up
- RTX 2060 Graphics card
- Long battery runtime
ASUS designed ROG Zephyrus model is another great option to go with for the job in hand. You can rely on the model, as it comes with a high-end specification line and good reviews that make us believe in it.
The model comes incorporated with AMD 4th Generation Ryzen 9 graphics card that goes up to 4.3Ghz clock speed. You get 8-cores and 16 threads on board, you can imagine the level of processing this model is going to outpour.
Its real power comes from its graphics card. It has Nvidia GeForce RTX 2060 Graphics card with 6GB dedicated memory. It ensures top-notch visual processing. You get millions of numerical data set processed without any issue. Get the data science tasks onboard, and throw on it, it will surely go to amaze you with its powers.
It comes with a 14-inches FHD IPS display that supports a 120 Hz refresh rate. It means the laptop display makes you stay ahead of others when it comes to hardcore gaming. It specs ensures you get a smooth gaming experience to outshoot, outplay, and outlast your competitors in the game.
Its storage is one of the amazing features to behold for the price. It has 1TB SSD storage that makes you store anything you like. Plus, the storage also comes with the slots that support 3TB SSD storage. As long as the storage front is concerned, you are going to enjoy fast loading time and boot-up. The storage enhances your system’s overall speed and makes you touch new milestones.
For memory, the machine comes with 16GB DDR4 RAM. The memory comes in two slots, 8GB in each slot. You get a total of 16GB in accumulation to ensure your multitasking goes over the roof.
Its battery time makes you get the product onboard for traveling. Its battery supports long hours, 12-hours in single charging to make you enjoy the long performance.
| Hardware Specifications | |
| Processor | Ryzen 9 4900HS |
| Ram | 16GB DDR4 |
| Storage | 1TB PCIe NVMe SSD |
| Graphics | NVIDIA GeForce RTX 2060 |
| Display | 14″ FHD 120Hz IPS |
How to choose a laptop for data science – Buying Guide
Data analysis is one of the most demanding and complex tasks that require bigger hardware resources. Before you choose the right laptop for the job, it is good to check the minimum and recommended hardware requirements.
Before you buy a laptop for the job in hand, we recommend checking these things on a laptop.
CPU
As you are going to throw larger calculations, so your laptop CPU should be good to handle large data sets. It is likely that if you get a slow or poor CPU, it will be bottlenecked.
So, try to grab a good CPU, enough to handle the tasks. Keep in mind; it is not among the specs that you could upgrade. Such as RAM and storages which are upgradable.
For Data science and data analysis, it is recommended to have a core i7 processor with 9th or 10th Gen. Keep in mind; the processor clock speed should be good to ensure fast processing done.
RAM
RAM is one of the most essential integrated into a laptop. It is among the specification that makes or breaks your data science process. It is the section that is directly impacted by the large datasets and bottlenecked.
So, to ensure an optimal processing speed, it is required to have a good size memory. For the job in hand, it is good to have 16GB RAM. It may cost a big price, so if you are on a budget, try not to go below 8GB.
SSD storage
SSD storage is must-have in laptops intended to use for data analysis. It is essential you grab SSD storage because they are faster and improved system overall speeds. SSD storage is 17-times faster than HDD storage. It is also among the areas which get bottlenecked due to enormous datasets.
As long as the size of the SSD storage is concerned, 512GB SSD storage is good to start at. You can’t go by just 128GB SSD storage, as the mentioned will be required to just install the apps and programs we use for data science projects.
Graphics card
A good graphics card is essential for a data science student. Tasks such as data analyzing, data mining, deep learning, simulations, and others require a big graphics card.
So, it will be more than good to have a 2GB dedicated graphics card. I would like to recommend setting with the GTX 1650 Graphics card, as it is good to more than required.
Battery Life
Yes, battery life is one of the core features you must have a special consideration before buying a laptop. The world has changed now, people travel a lot. You never know when you will be going to meet a client or do other things. So, you may have to work on the go. Get a laptop with good battery backup as it will help you to work on traveling.
Plus, if you are on a go user, besides having a good battery backup get a laptop that is portable. A laptop that offers superior portability makes a good traveling buddy.
Why a Multi-Core Processor is required for better data processing?
The tools that we use for data mining, collecting, and processing have mostly used all threads and cores available. So, with a multi-core processor, you will have enhanced processing speed. That means, your job will be done faster than before.
Moreover, if you see the tools or gears not using all the cores or threads then it will have no difference if you have a single-core or multi-core processors. As long as the tools for data science are concerned, they use all cores and threads.
How much RAM do I need for data science?
Data science is one of the most complex and hard to go through the process. I see most laptops bottlenecked due to less RAM size. The laptop has to go through millions of datasets, and when the RAM size is less it would not be there to present data to the CPU.
The end result would nothing be less than crashing or freezing. So, a good size of memory, as less as 16GB is required for smooth data science processing.
Are gaming laptops good for data science?
Actually, gaming in itself is a complex task. To cater to gaming loads, laptops are adorned with the maxed-out specifications. The same is required for Data science or data processing.
So, technically speaking, yes gaming laptops are great for data science. But, a few features might not be required in data science which is important for gaming.
Is MacBook pro good for Data Scientists?
Yes, MacBook is powerful, portable and a long-runner machine an ideal fit for data scientists. The thing that might confuse users is that MacBook’s main selling point is not the graphics card. Their graphics cards are not that good, whereas, for data scientists, you require a good graphics card.
The point is valid, but the graphics card that comes with MacBook pro is good enough to tackle the loads. The good thing and primary appealing are that Macbooks are great at security safety.
Plus, Mac’s OS inherently builds on the UNIX platform, which makes it better for running Apps and programs required for data science. Most of the tools that are required for data science run better on Macs which makes them a good laptop for the job.
The Bottom Line
A laptop for data science or data analysis should be powerful enough to take the load of the various high-ended applications. Here for data processing, users need to install many apps that are difficult to run and many times may bottleneck your laptop. So, it is important to house a powerful laptop with high-end specifications.
Above list top, the best laptops for data science in 2021 are good to get your apps and programs essential for data science running without any hiccup. These machines are not only good for data processing but gaming and other various usages. You can take them on board for quick browsing, video editing, image editing, and much more in the row.
In the last section, we also put a short brief on what is important to look at in a laptop for data science. Give a read through that section to quickly learn the most important aspects to buy a good laptop for the job.
I am confident that this list will make you find a good laptop for data science. If you find this guide helpful, share this as much as you can.
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