Data science has created diverse popularity for itself across multiple mediums. However, what one fails to realize is that data scientists deal with a range of issues when handling big mounds of data. Behind every actionable application that they use, there is a host of algorithm, coding, and data management facilities involved.
So, it is without a question that investing in the best laptop for data science is crucial. This is especially important if you want to work with proficiency and without any delays in the process.
Also, Data science not just deals with straight-up data, it deals with machine learning and the integration of artificial intelligence, both of which require high-quality laptops.
In this article, we will highlight a list of some of the best science and data analysis laptops that you can consider buying. At the end of the day, as a data scientist, it is a given that you need to be on the top of your game all the time and the right laptop for data science can help with that.
- Buying Guide for Best Laptops for Data Science
- Best Laptops For Data Science in 2022
- 1. ASUS VivoBook Pro 17 – Editor’s Pick
- 2. ASUS ROG Strix SCAR II Gaming Laptop – People’s Choice
- 3. MSI GS75 Stealth Gaming Laptop – Designed For
- 4. MSI Stealth 15M Gaming Laptop – Performance-Focused Laptop For Big Data
- 5. Lenovo ThinkPad X1 Carbon – One from A Reliable Brand
- 6. Acer Aspire 5 Slim Laptop – Most Recommended Laptop
- 7. Newest Lenovo Ideapad L340 – Best Budget Laptop For Data Modeling
- 8. Dell Inspiron 5510
- 9. HP Envy 17T Laptop For Data Scientists – Latest Pick By Data Science Professionals
- 10. 2021 Newest Dell Inspiron 5000 Series – New Model For New Career
- 11. New Apple MacBook Pro – Perfect Value For The Money Pick
- 12. HP 2021 Newest 17z Laptop – Best Laptop For Data Science
- FAQs – Top Rated Laptops For Big Data & Data Analysis
- 1. Which kind of laptop should I buy for data science?
- 2. What is the minimum RAM requirement for data science?
- 3. What is the best processor for data science?
- 4. Is it mandatory to get an expensive laptop for data science?
- 5. Is GPU needed in data science?
- 6. How to make sure my laptop for data science does not heat up?
- 7. Why are laptops for data science generally expensive?
- 8. Which operating system is the best suited for laptops for data science?
- 9. Where to buy the best laptops for data science?
- 10. Can gaming laptops be used for data science purposes?
Buying Guide for Best Laptops for Data Science
Data science is the future of computing analytics. With its integration with machine learning and AI experience, it isn’t surprising that the future is likely going to change with its implementation soon. However, with the ideal choices out of the way, you must keep certain factors in mind.
Knowing the buying guide helps the users make an independent decision as to what would work out the best for their needs. The reason why data scientists need the best quality laptop is that they are handling multiple terabytes of storage in one go. This means that they need a device that would help support their data and deep learning and help create predictive models too.
In this buying guide designed by our writers, we have sorted out all the important factors that are worth looking into before making the final purchase.
The RAM is the most important factor to consider. You want a RAM that enables superior multitasking and allows users to process and handle the multitude of data without slowing down in the process. If the device can’t even support the basic data management requirements, there is no point in buying it. Most of the professionals ideally suggest sticking to 8 GB of RAM as a base and 16 GB of RAM for superior results.
Moreover, many might suggest you go with a small-sized RAM option and upgrade it in the future if needed, well, it’s not adviseable as picking up the right thing is essential when you look for your laptop suitable for the data science field.
Another factor that will help you buy the absolute best laptop for data science is the processor. There is your staple 8th gen. Intel processors and then there are the laptops integrated with the latest 11th Gen. Intel processor. Which choice you make with the device depends on your budget, the kind of accessory specifications it comes with, and a whole lot more that you need to decide.
If you have the budget, look for the faster new generation processors. So, if you had to ask us, choose between the 10th Gen. or 11th Gen. Intel processors instead of the 8th generation ones. This reflects on the laptop’s performance.
Moving ahead to the next factor of consideration, we have the storage. You need to highly focus on getting a laptop with SSD storage. This is not even a question at this point. HDD can’t handle mounds of data that data scientists deal with. Ideally, data scientists, don’t buy a laptop with anything less than 256GB SSD of storage. This is your baseline. You can go up from there.
Besides the primary processor, even the GPU is an option worth considering. Although not a staple, data scientists, now and then, will work with graphics and need optimal performance on that front. So, it is important to choose a laptop the supports the latest GPU and competed with 4 to 6 processing cores in the CPU.
If we had to recommend, we’d highly suggest looking into the NVIDIA GTX or RTX GPUs as integrated options. In case that isn’t accessible, you can also stick to Intel UHD or Radeon graphics. However, the latter options are completely basic, so you need to be mindful of the same too.
Yes, data scientists need laptops with responsive and high-quality displays. Although they might not be using it for watching movies or playing games, having access to a good display does make a lot of difference in the long run. The primary reason why an expansive display is ideal is that data scientists are consistently working on analyzing data.
Having access to a large and expansive display enables easier comparison and better integration of data processing and deep learning. However, keep in mind that the actual graphics or visuals aren’t a priority. You can work with an HD display instead of an FHD display.
- Battery Life
Data scientists are not just prioritizing the storage capacity but the battery life too. Yes, you got that right. With sensitive data pulled out on the front of the screen, a longer battery life means that the individual will be able to access the data in the right way for a longer period. Instead of having to worry about running around finding a power outlet, you need to invest in a laptop that can help you work for longer periods without any kind of compromise.
In the list above, we have sorted out some of the laptops with a longer battery life of over 6+ hours. So, make sure you keep a check on that.
- Price range
It isn’t a question that data scientists are consistently looking for laptops that need a long list of specifications in them. This means that you will have to set aside a good amount of money to be able to afford it. However, we understand that not every person has the ability to set aside hundreds and thousands of dollars in one go.
So, you need to set your budget first and then find a laptop that fits into your budget. In most cases, a good quality laptop for data science with 16GB RAM, 256GB SSD of storage, and a responsive display and latest processor will cost you around $1000+.
Well, we also suggest our readers to not look for a specification heavy laptop if it’s not a must for them. Yeah, there are some budget-friendly laptop available on the market that could do all the job at less cost.
Best Laptops For Data Science in 2022
1. ASUS VivoBook Pro 17 – Editor’s Pick
- Brand: ASUS
- Processor: Intel Core i7-8565u
- Display: 17.3 Inches
- Operating System: Windows 10 Home
The ASUS VivoBook Pro 17 is a public favorite, especially among hardcore gamers. If you are one of them and you indulge in gaming from time to time, this could be your favorite fix. However, this versatile and portable device does more than just gaming, which is why it is a top hit among data science experts.
If you are particularly looking for a laptop that can support app development and data management on a high scale, this is the best choice. The device is fuelled by the Intel Core i7 processor with immaculate responsiveness and an immersive user experience that makes it a worthy investment on your part.
The responsiveness helps developers curate faster apps without glitches and hangs down in the middle, which is a very common issue that several individuals often tend to struggle with.
The device further runs on the 7th generation Intel 8th Gen Intel Core i7-8565U Processor with up to 2.8GHz clock speed.
Moreover, Pair that with the NVIDIA GeForce GTX 1050 GPU and you won’t ever have to complain about lagging performance or gaming experience.
Moving ahead to the display in the laptop, it is equipped with a highly functional 17.3″ FHD display with a highly efficient display experience.
So, not only can you use this device for your immaculate gaming sessions, it works equally well for a data scientist.
The slim footprint with 0.8″ chassis and narrow borders enable you to make the most use out of the display without any compromises round the corner. Also, the anti-glare feature makes up for the amazing resolution quality of the visuals.
If you are worried about storage, the VivoBook sports a combination of an impressive 512GB SSD of storage with 16GB RAM for balanced storage and multitasking.
The combination of responsive processors with immaculate RAM makes your multitasking experience a smooth ride.
- Superior wireless connectivity
- Optimal thermal design
- Backlit keyboard for a modern-day gaming experience
- Responsive processors
- Sleek and lightweight design
- Not the best motherboard integration
2. ASUS ROG Strix SCAR II Gaming Laptop – People’s Choice
- Brand: ASUS
- Processor: Intel Core i7-8750H
- Display: 15.6 inches
- Operating system: Windows 10 Home
While we are talking about the best laptops for data science, don’t be deterred if the list potentially highlights gaming laptops more.
The main reason behind this is the expanded bandwidth. Gaming laptops have superior processors and memory options that enable better data analysis and management as compared to standard laptops.
However, while we are on the subject of potential laptops, the ASUS ROG Strix SCAR II Gaming Laptop is an option that you can’t bypass. Besides app development and data analysis, the device is also extremely fruitful for individuals dealing with graphics.
The powerful processor in this device with the Intel Core i7 processor is what makes it stand out from the rest.
While other laptops can make it difficult for your device to run intensive program files and apps, the ROG Strix SCAR II makes that possible seamlessly.
The device has a premium look and design to it that makes it a one-of-a-kind investment. From the sleek and durable aluminum chassis finish to the stunning 4-zone RGB backlit keyboard, this gaming laptop is a versatile one that can help you achieve a lot more.
This specific data science laptop is programmed with an Intel Core i7-8750H processor with NVIDIA GeForce RTX 2070 GPU that makes it perform without any glitches. The standout point is the combination of a 512GB SSD of faster bootup and storage with 16GB RAM. So, it doesn’t matter if you want to run a simple data analysis program or a high graphics online game, this one got your back.
As for the display, the laptop is equipped with a 15.6″ FHD IPS-type display with 1080p screen resolution and a highly detailed visual experience. Also, the Rangeboost technology in the device supports superior wider coverage of up to 30%.
So yeah, with all features combined it makes this laptop one of the best gaming laptops under $2000 as well. Yeah, a completely worth to invest pick is selected as people’s choice in our list of best laptops for data scientists.
- Amazing RAM management
- Optimal 512GB SSD storage
- ROG intelligent cooling technology
- The stunning and edgy design
- Designed with anti-dust technology
- Lacks Thunderbolt port support
3. MSI GS75 Stealth Gaming Laptop – Designed For
- Brand: MSI
- Processor: Intel Core i7-10875H
- Display: 17.3 inches
- Operating system: Windows 10 Home
MSI is a brand of gamers, one with highly equipped processors and prolonged battery life that enables superior performance on the go. If you want the best laptop for data science, one that isn’t stuck on the age-old 7th Generation Intel Core processor, the MSI GS75 Stealth is an amazing alternative.
Designed with the power of a dragon, this gaming laptop isn’t limiting with its performance. Not only can you use it for gaming, but it also works equally well for data science and associated work.
Compared to the last generation performance, this one is programmed with the latest 10th Gen. Intel Core i7 processor to provide users with a 50% superior performance experience.
Furthermore, the RTX 2060 GPU ensures superior performance with 59% faster performance and real-time ray-traced graphics for handling varying projects with flair.
Now won’t be the time you regret buying one of the best laptops for data science that is available in the market.
The wider 17.3″ FHD display is one of a kind and one of the first from MSI that is available in two variants – the 240Hz and 300Hz refresh rates.
So, if you want a butter-smooth visual experience and to experience each flow of the graphics on the screen, this device is here to save your grace.
The thermal solutions with Cooler Boost Technology further contribute to superior performance in this laptop for data science.
With the thin 0.1 mm sharp-edged fan blade, you will never have to worry about consistent overheating when you are managing heaps of big data.
With such a responsive device like this one, worrying about the battery life is common. However, the 7+ hours of amazing productivity ensures seamless user experience and entertainment without needing to worry about the power outlet anymore.
You won’t have to worry about the connectivity anymore, thanks to the wide range of I/O ports, including Thunderbolt and USB Type-C as well.
- Superior performance and responsiveness
- High refresh rate
- Smooth visual experience
- Optimum thermal solutions
- Prolonged battery life
- Storage could be better
4. MSI Stealth 15M Gaming Laptop – Performance-Focused Laptop For Big Data
- Brand: MSI
- Processor: Intel Core i7-11375H
- Display: 15.6 inches
- Operating system: Windows 10 Home
While we are on the topic of discussing the best laptop for data science, including the MSI Stealth 15M Gaming Laptop seems like a good option.
Not only does this device feature the powerful Intel Core i7 processor, but it is also further integrated with supercharged graphics with the RTX 3060 GPU for the ultimate user experience.
The device is equipped with a high responsive 15.6″ FHD display with 1920 x 1080 p screen resolution for clear visuals during data processing and analysis.
Also, This brings true-to-life images with higher refresh rates that enable users to live through each frame on the screen without any delays.
The processing power of this amazing laptop doesn’t just stop there though. It is powered by the 11th Gen. Intel Core i7 processor with NVIDIA RTX 3060 GPU that delivers high performance and enables users to run any kind of application with ease.
Besides its practical performance and responsiveness, the good thing about this gaming laptop is the fact that it is designed for users on the go.
So, If you are consistently on the move and need a thin and lightweight data processing laptop, this is one of the best options around.
Pair that with MSI’s Cooler Boost Technology and you will never once have to worry about overheating in the device, especially one that comes with consistent and longer hours of usage. The optimally designed air pipes and tubes keep the heat in check and keep it out of the device for good.
Good news for a data scientist, the Stealth 15M features a highly good combination of 512GB NVMe SSD of storage with 16GB DDR4 RAM.
So, if you are worried about delayed performance with no RAM management, you wouldn’t have to worry about that anymore.
- Highly responsive graphics performance
- Superior visuals with true to life imaging
- Optimal RAM management
- Integrated with Cooler Boost Technology
- Longer battery
- Connectivity options can be better
5. Lenovo ThinkPad X1 Carbon – One from A Reliable Brand
- Brand: Lenovo
- Processor: Intel Core i5-8265U
- Display: 14 inches
- Operating system: Windows 10
While we are discussing the 7th Generation Intel core laptops for data scientists, the Lenovo ThinkPad X1 Carbon deserves a top spot on the list.
Although a little on the expensive end with an over $1000 price range, this laptop is built and designed for regular users.
If you are on the hunt for the best business laptop for data analysis, this is your best bet. With the classic, matte black finish, holding this laptop feels extremely premium on your fingers.
Although this business laptop does compete with a range of devices in a similar price range, this one is an option that you can’t miss out on.
The device is powered by the Intel Core i5-8265U Quad-core processor with Intel UHD graphics for integrated user experience. So, you do have to be disappointed with the graphics and visuals when you are dealing with this specific device.
This particular model is equipped with a stunning and highly compact chassis that fits like a glove in your backpack, especially if you are travelling for longer distances.
Just keep in mind that this is hands down the best laptop for data science, especially because of the higher RAM memory capacity of 8 GB. Yeah, according to our experts it’s one of the best laptops with 8GB RAM as well, as its RAM is capable of easing load on our processing unit too.
Also, It is further integrated with 256GB NVMe SSD of storage capacity, which is promising too.
In case you are worried about the display functions, you don’t have to. This one is equipped with a 14″ FHD display with 400 nits brightness and 1080p screen resolution. Pair that with the low power and anti-glare display and you are set for working for long hours on this device without hurting your eyes.
For users wondering about the design, besides the matte black finish, this aluminum chassis is not just lightweight but features an RGB backlit keyboard for a stunning look and finish.
The device is also integrated with a fingerprint reader for optimal privacy without any compromise. The only downside to this device is the poor battery life.
- Highly compact chassis with lightweight design
- Higher RAM bandwidth
- Stunning and modern design
- Superior performance with latest processors
- Comes with a responsive display
- Poor Battery life
6. Acer Aspire 5 Slim Laptop – Most Recommended Laptop
- Brand: Acer
- Processor: 10th Gen Intel Core i5-10210U
- Display: 15.6 inches
- Operating System: Windows 10 Home
A bestselling device across the demographics, the Acer Aspire 5 Slim Laptop is a special and honourable mention in the list. If your data science requirements involve minimal data analysis, app management, and processing, this could be your best friend in no time at all.
Besides the simple design and staple functionalities, this Acer Aspire laptop stands out with its responsive display and immaculate performance time and time.
So, If you prioritize the design and look of the best laptop for data science over the performance, this isn’t your gig.
However, if you want to focus on the performance, we’d recommend giving this a fair shot. For such a steal price point, the device blends in an amazing performance, a great feature set, and a longer battery life. What more could you want as a data scientist?
The thick bezels and chunky chassis around the corner make this device a sore loser in people’s books. However, when you look at the mid-range price point with the sleek performance, there’s no going back with this device.
It is fueled by the 10th Gen Intel Core i5-10210U processor with a highly responsive M.2 SSD for storage requirements. Well, with its M2 SSD it becomes one of the best SSD Laptops on market as well. Yeah, when it comes to processing power none could beat the quad core intel CPUs.
Also, The factor is that with the 8GB RAM and the 48Wh battery life and you have a holistic laptop for data science that won’t let you down in the middle at all.
Besides the processor, the device is further equipped with a highly responsive 15.6″ FHD IPS display with 1920 x 1080 screen resolution.
Although it does fall short with the refresh rate, it still does get the job done with basic app management and data processing, so you won’t have to complain all the way.
As for the storage, the Aspire 5 Slim is integrated with 256 GB SSD of storage capacity that can often fall short with the heavy levels of data that need to be analysed and processed by a data scientist.
Furthermore, this laptop features Wi-Fi & Bluetooth with state-of-the art technology.
It does run on the Windows 10 Home OS, so you will have access to all the Microsoft apps and tools at your disposal.
- Powerful quad-core CPU
- Responsive M.2 SSD storage
- Highly responsive IPS display With 1920 X 1080 Resolution
- All-day battery life
- Solid construction and build
- All Connectivity options present including Wi-Fi & Bluetooth.
- Has a chunky design
- Doesn’t support USB Type-C charging
7. Newest Lenovo Ideapad L340 – Best Budget Laptop For Data Modeling
- Brand: Lenovo
- Processor: Intel 6-Core i7-9750H
- Display: 17.3 inch
- Operating system: Windows 10 Home
Last but not least on the list of the best laptops for data scientists is the Lenovo Ideapad L340. This mid-range laptop is a beast of a device with a full HD display and an expansive quad-core intel processor for the ultimate performance.
Unlike the other business laptops meant for data analytics, this one is one of a kind that enables users to make the most out of the device. It features an all-black matte finish design with a stunning blue-LED backlit keyboard that enables you to work from anywhere that you deem suitable.
This one is an expansive device with a 17.3″ FHD IPS-type display with an energy-efficient LED-backlit design. However, in terms of performance, this Ideapad is powered by the 9th Gen Intel Core i7-9750H Processor with NVIDIA GeForce GTX 1650 GPU that enables you to alter and improve the overall performance to the next level without any compromise on hand.
The numeric keyboard gives this device a very edgy look and design too. Also, the 4GB VRAM integrated into the laptop allows the data scientists to run varying applications without any complaints or with any kind of glitch during the functioning.
The 45Whr li-ion battery life is pretty decent and gives over 6+ hours of battery life, which isn’t the best but enough to tackle deep learning and data sets. It features 512GB PCIe NVMe SSD of storage with 16GB DDR4 RAM for handling multitasking like a pro.
- 50% enhanced performance
- Features a matte finish design with a modern look
- Moderate battery life
- Expansive display
- 512GB SSD for quick booting and faster transfers.
- Optimal and responsive storage functions
- Lacks responsive GPU functions
8. Dell Inspiron 5510
- Brand: Dell
- Processor: Intel Core i7 (11th Generation)
- Display: 15.6 inches
- OS: Windows 11 Home
When it comes to laptops for data science, you’ve got to make sure that you’re getting the best and the most power-packed of them for the purpose. These are some of the most high-power laptops because data science users often require complex calculations that take a while to process and the models that they create need a bit of processing power. Dell’s Inspiron 5510 is one of the best such laptops for data scientists because it offers you a combination of great processing power along with a pretty good all-round performance.
Take a minute to look at the kind of specs that this laptop has to offer and you would be really blown over! The Dell Inspiron 5510 features the latest Intel Core i7 (11th Generation) 11370H processor, which ensures that you get some of the fastest processing speeds out there. Other than that, you also get a massive 64 GB of RAM and 1 TB SSD storage. The laptop comes with Intel Iris Xe graphics which gives you another shot in the arm when it comes to visual processing. All in all, this laptop is an absolute powerhouse when you look at the tech specs.
The laptops also offer a stunning 15.6 inch display, where you get a full HD resolution of 1920 x 1080 pixels. This is great for consuming all your favorite content and watching movies – but also a great place if you wish to visualize your data. Data visualization is the next step for data scientists who wish to present their findings forward, and having a large display helps you get that done really well, as you have a larger canvas to work on.
The power-packed processor and the large memory are together responsible for why we list this as one of the best laptops for data science. The processor and RAM work together to ensure all your data science software is running just right – and that you are never short of memory while running it. Furthermore, the processor ensures that all your mathematical calculations and prediction models are built at just the right speeds.
The Dell Inspiron 5510 has also been designed really well. It features a rather premium build and features an excellent keyboard. The keyboard is well spaced and is a full-sized unit, which allows you to type comfortably and to enter all your numerics with ease, thanks to the numpad that it comes with. This is also a backlit keyboard, which makes sure you can easily type through it even in the night time or in darkly lit places.
The laptop runs on Windows 11 Home OS, which is Microsoft’s latest version of the Windows Operating System. This assures the users that they will get all the latest updates and security patches from Microsoft. This laptop also comes with a large number of connectivity options – there’s a thunderbolt 4 port, along with 2 x USB 3.2 ports, a port for HDMI output, a 3.5mm port, and an SD card reader. There are a lot of connectivity options in this laptop. You also get the latest WiFi and Bluetooth standards there for better wireless connectivity.
Apart from being a great laptop for data science, this laptop is also a pretty good multipurpose laptop. You can use it for all your home needs, as well as for your office needs. This is a great laptop for graphic and video editing too, as the RAM and CPU are just powerful enough to support quick rendering of video files. If you are a coder, this is a good laptop for you too, as the compilation will happen rather quickly here. People who are into casual gaming can also get a lot done from this laptop.
Summing up in one line – not only is this one of the best data science laptops out there, if you are looking for a great and long-lasting multi-purpose laptop, go for the Dell Inspiron 5510 without a second thought!
- Large, well-spaced and backlit keyboard
- Powerful CPU and very large RAM
- Large display which offers a bigger canvas for data visualization
- Lots of connectivity options
- Heats up upon prolonged usage, especially in gaming or rendering related tasks
9. HP Envy 17T Laptop For Data Scientists – Latest Pick By Data Science Professionals
Processor: Intel Core i7-1165G7
Display: 17.3 Inches
Operating System: Windows 11 Home
The high-end laptop is a top priority for people dealing with data science and programming language. To manage data, you will require a device that can deliver superfast performance with high responsiveness. HP Envy 17t laptop comes with powerful features to carry out data management and related activities with full efficiency.
The laptop features a touch screen that is of 17.3-inch screen size. It supports Full HD and comes with WLED-backlit technology. The edge-to-edge glass display feature will produce rich visuals with fine details. The screen supports 1920 x 1080 resolutions.
With the Intel Core i7-1165G7 Processor, the laptop can handle various complex tasks with fast speed. The processor supports clock speed up to 4.7GHz. Concerning graphics cards, the laptop uses Intel Iris Xe Graphics to produce quality visuals.
To support fast browsing, the laptop is equipped with the latest Intel Wi-Fi 6. This will help you carry out all online activities with fast internet without any lags.
Data science involves data management and handling an innumerable amount of data. This will require a great amount of memory. HP Envy 17t laptop has an excellent memory of 64GB RAM and 2TB SSD to help you store vast data. The laptop has a backlit keyboard to support working in dark environments.
Security is an important aspect of people dealing with data. You do not want anyone handling your laptop without your notice. The laptop comes with a fingerprint reader to help you lock it to prevent stranger access.
The laptop has Bluetooth 5 for data transfer and comes with 3 USB Type-A ports, an HDMI port, Thunderbolt 4 port with USB4 Type-C and an SD Card Reader. There is also a Headphone/Microphone Combo Jack. You have Windows 10 Home as the operating system. There is a built-in HD web camera with a microphone to support video calls and online office meetings.
It weighs 6.02 pounds and can be carried during travelling. It is not the lightest laptop in the market. Concerning the audio, there are dual speakers with HP Audio Boost technology.
All in all, this is one of the high-end laptops in the market with quite a high price. We would say the amount you spend is worthy of the features it offers.
- Fast performance
- Touch screen laptop
- Has a backlit keyboard
- Thunderbolt support
- High RAM and SSD storage
- The Latest & Best Laptop For Data Science & Data Analysts
- Very expensive
- Not lightweight
10. 2021 Newest Dell Inspiron 5000 Series – New Model For New Career
- Brand: Dell
- Processor: Intel Quad-Core i7-1165G7
- Display: 15.6 inches
- Operating system: Windows 10 Home
This isn’t the first rodeo with the Dell Inspiron 5000 Series. However, if you are on the lookout for the latest 2021 version with the upgraded quad-core processing unit with a full HD display, this is your best bet. The device is everything you’d need to keep track of the data that you are likely working on.
With the reliability of Dell and the immaculate performance of this business laptop, you won’t ever have to compromise with your performance with data science any longer.
The device is highly efficient with a quad-core Intel processor to enable users to handle app production and management.
It is one of those laptops for data science that serves as an app manufacturing workstation with varying computing languages. All of this is made possible with the 11th Generation Intel Core i7-1165G7 Processor and Intel Iris Xe graphics for superior graphics performance and visuals.
So, If you were considering an NVIDIA GeForce GTX or RTX GPU, we have to disappoint you a bit there.
Moving to the display, the device is equipped with a 15.6″ FHD anti-glare LED-backlit display with 1080p screen resolution and 120Hz refresh rate. Although not the most in the market, this is still a pretty amazing configuration when you are tackling big data management around.
Thanks to the 32GB DDR4 RAM, you won’t have to complain about lags or delays in opening or running the applications on the operating system. Just ensure that you maintain the kind of apps you are running at a time.
Also, since data scientists are consistently working with big data and a host of complicated data management software, having optimal storage is not an option but a requirement.
Yeah, With the 1TB NVMe SSD that comes for storage in this one, data scientist won’t even have to complain anymore.
The available range of I/O ports in this further makes this the best laptop for data science, and all the right reasons. From USB Type-C to a range of Thunderbolt and HDMI ports, you get access to every one of them in the device.
- Highly responsive display
- Higher RAM bandwidth
- Optimal storage
- Has a range of I/O ports
- Superior responsiveness and battery life
- GPU is not the best
11. New Apple MacBook Pro – Perfect Value For The Money Pick
- Brand: Apple
- Processor: Intel Core i9 processor
- Display: 16″
- Operating System: Mac OS
Data scientists want efficiency and what better laptop for data analysis than the New Apple MacBook Pro. This one is an amazing choice for data scientists who deal with a combination of machine learning and AI to deliver optimal results and performance.
If MacBook isn’t on the top of your list now, it is time to make that happen. Besides the amazing performance and processing power, Macbook Pro also stands out with its highly accurate and responsive Retina display, when you come to think of it.
For a data scientist to experience crashing of the applications and the laptop in the middle of their work is normal. With the new Apple MacBook Pro, you won’t have to worry about that anymore.
Although this does come with limitations, it is hands down one of the best choices that you can make, despite how expensive the device is.
Paired with the Touch Bar and the ID, privacy is literally at your fingertips. So, not only does your potential data science laptop come with high data processing power, yeah, Macbook Pro focuses on the security and privacy of it too.
Moving ahead from the 7th Generation Intel Core processor, this one is programmed with the 9th Gen. Intel Core i9 Processor with integrated graphics for superior tackling of all the heavy-duty performance that you can think of.
Also, the highly anticipated 1TB SSD storage provides ultra-fast storage, something that will enable a data scientist to keep a track of all the involved .exe files that you are likely storing in the device.
You do get to make the most with the 8GB RAM bandwidth, which we agree could have been a better choice.
If you are worried about the display, don’t. It is equipped with a stunning and responsive 16″ Retina display with True Tone technology.
This means that you won’t have to worry about putting excess strain on your eyes while you are working on heaps of data processing and data analysis. Not only that, it’s ideal laptop picked by law students as well as majority of medical school student wanted to pursue their career with utmost perfection in their selection of gadgets.
- Comes with optimal privacy options
- Programmed with the latest 7th generation intel core processor
- Optimal storage options for data processing
- Tackles heavy-duty performance
- Optimal RAM management
- Reliable and long-lasting battery life
- Pretty expensive
12. HP 2021 Newest 17z Laptop – Best Laptop For Data Science
- Brand: HP
- Processor: AMD Ryzen 5 5500U
- Display: 17.3″
- Operating system: Windows 10 Home
Although you wouldn’t necessarily consider HP as a brand for the best laptop for data science, there is always some element of surprise involved. This is one of the few devices on the list that is powered by an AMD processor instead of the staple 9th generation Intel Core processor that you’d expect.
This is an upgraded version and is hands down one of the leading laptops that you can find with the 256GB SSD storage and a full HD display. Even the RAM in the latest 2021 version comes with an upgraded 16GB variant, which enables smoother multitasking. So, when you are working with data science and machine learning, opening multiple tabs and applications won’t be a roadblock anymore.
The dual-channel storage options in this feature up to 256GB SSD of M.2 faster storage with 1TB HDD for additional storage, in case you run out of the primary storage in the device. Given that a data scientist do focus on the storage first before buying a laptop, this is a good pass for it.
Also, the upgraded RAM and SSD come with 1 year extended warranty on the remaining components in the device, which is always a benefit you can’t get more of. The processing power of this device is unbeatable, thanks to the AMD Ryzen 5 5500U processor with 6-cores. Also, the 4.0Ghz clock speed offers high-efficiency power that allows you to work throughout the day without any complications or delay along the way.
The lack of an integrated graphics processor in the device like the NVIDIA GeForce RTX or GTX can be a downer. However, this is manageable, especially because data scientists aren’t heavily focused on the visuals or the graphics performance in a laptop.
As for the I/O ports and connectivity, you do get a host of available options integrated into the device, including USB Type-C. It does lack a thunderbolt port, which is another disappointment.
Well, even after having couple of drawbacks and weaknesses, we won’t say that buying this beast will be a losing decision when you’ll look at price too. Yeah, it’s perfect fit for people looking for decent power & performance caliber in their laptop at a friendly price range. Definitely, considering it as one of the best gaming laptops under $900 won’t make a wrong decision either.
- Has highly responsive performance
- Integrated with M.2 storage
- Compact and portable design
- Upgrade RAM bandwidth
- Longer battery life
- Lacks Thunderbolt port
FAQs – Top Rated Laptops For Big Data & Data Analysis
1. Which kind of laptop should I buy for data science?
If you are working full-time in the field of data science and machine learning, you need to invest in a laptop that will compensate for those responsive data processing requirements. Ideally, you want to invest in a laptop with the latest processor, at least 256GB SSD of storage, and 8GB RAM to get the data flowing. However, keep in mind that this is the minimum specification we are highlighting.
2. What is the minimum RAM requirement for data science?
The minimum RAM requirement for a laptop running data science applications and cloud infrastructure is 8GB. This is a basic requirement that you can’t forego. Typically, we’d recommend sticking to 16GB RAM because that works even better than the base requirements. If we had to suggest at all, try to opt for a laptop with 16GB and 512GB SSD storage for uninterrupted data mining.
3. What is the best processor for data science?
Although it is tough to pinpoint just one, we’d recommend looking into the latest 10th or 11th Gen. Intel core processors. Those are responsive, designed for optimal performance, and won’t fail you down the middle of the data processing.
4. Is it mandatory to get an expensive laptop for data science?
More than expensive, it is crucial that you invest your money in essential specifications. A device with lacking specifications will hamper the data analysis and processing drastically.
5. Is GPU needed in data science?
Yes, if you are working with larger datasets, having access to a functional GPU is needed. Moreover, GPU is not the core element for processing bigger datasets so you should also make sure that along with a powerful GPU you’re giving enough of weightage to RAM, SSD & Processing unit while choosing your laptop for science and data analysis as a data scientist.
6. How to make sure my laptop for data science does not heat up?
To make sure that your laptop does not heat up, one of the first and the most important things you need to do is to check if your heat vents are unclogged. Ensure that there is no dust in the heat vents because that causes heat to remain trapped inside the laptop or escape slowly than it ideally should – causing your device to heat up quickly and cool down slowly. You might also want to make use of external cooling equipment such as cooling pads to provide additional air to quickly cool down your laptop. If nothing else works, turn on the air conditioning in the room in which you are using the laptop.
7. Why are laptops for data science generally expensive?
Laptops for data science are generally expensive because they require high-end specs. You need a powerful processor to get all the complex mathematical equations resolved. Models that involve predicting trends and other calculations based on future need a lot of processing power and often take a long time to render and generate, especially when you have a very large data set for analysis. Hence, you need a device that offers not only a good processing power but also a large memory. A powerful CPU + large RAM increases the cost of these laptops.
8. Which operating system is the best suited for laptops for data science?
We would recommend that Windows 10 Home at the moment is the best choice for people who need a laptop for data science purposes. While Windows 11 is already here, Windows 10 Home continues to be among the most popularly used Operating Systems, and is also the most stable Microsoft OS out there. Windows 11 still has some driver issues, while there are far more software available for Windows-based laptops than for MacOS devices.
9. Where to buy the best laptops for data science?
When it comes to getting laptops for data science, you won’t normally be able to find these very high-power devices available in regular stores. You might have to look for a store that can customize laptops – or you will need to check out platforms that offer a much larger series of devices, such as Amazon. These online platforms ensure that you get many different configurations – including some of the most power-packed ones featuring 64GB of RAM and 2 TB of storage (and even more if need be). You can also find better discounts while buying from platforms such as Amazon compared to buying from regular stores.
10. Can gaming laptops be used for data science purposes?
Yes, gaming laptops can be used for data science purposes if they have the right kind of high-end specs. Any laptop that has about 32-64GB of RAM, and features an Intel core i7 processor can be used for data science needs. Having a powerful GPU is an added advantage, and gaming laptops generally tend to have some of the best GPUs available in the markets. Most people who are into data science do not prefer to use gaming laptops because of their flashy appearance, but if need be – and if a gamer happens to venture into data science, gaming laptops can fit the part really well.
Data science is an extremely lucrative field, provided that you are doing things in the right way. Finding a high-quality and responsive laptop with optimal performance support is one of those factors. The last thing you want is for your system to freeze while you are in the middle of running an in-depth data analysis project.
So, when picking out the best laptop for science and data analysis, we hope this article gives you all the insights that you are likely looking for. Just keep in mind that comparing multiple devices and testing out the pros and cons before making the final purchase is the key to success.
Yeah, now it’s your turn to bet on the winning horse out of all these presented to you. We’re sure with help of our buying guide and our unbiased opinion for each laptop included in this list, it won’t be a trouble anymore.