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15 Best Data Science Laptops in 2024 [with Features & Rating]
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03rd Jul, 2024
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It would be helpful to know which laptops are most suited for your needs if you're a data scientist looking for the perfect one for your work. You have several options, but which is the best laptop for data science that satisfies all of your needs and demands? Reading through details and evaluations could take hours. Data science laptop requirements include a responsive OS, a quick CPU, and enough storage for balanced performance to deal with various data types and insights.
If you're a data science student, you probably use your laptop to do your projects. To do their duties efficiently, data scientists require powerful computers with lots of memory.
List of Best Data Science Laptops
Below is the updated list of data science laptops that are included in this article:
| Best laptops for Data Scientist | Rating (Source - Amazon) |
| MSI Crosshair 16 HX | 5.0/5 |
| Apple MacBook Air | 4.7/5 |
| Apple MacBook Pro (2023) | 4.5/5 |
| Acer Predator Helios Neo 16 | 4.3/5 |
| ASUS Vivobook 16X | 4.2/5 |
| MSI Pulse 16 AI | 4.2/5 |
| HP Victus Gaming Laptop | 4.1/5 |
| Dell G15 | 4.0/5 |
| Acer ALG | 4.0/5 |
| HP EliteBook | 4.0/5 |
| ASUS TUF F17 | 4.0/5 |
| Lenovo IdeaPad Gaming 3 | 3.9/5 |
| Dell 9310 XPS | 3.9/5 |
| Acer Aspire Lite | 3.8/5 |
| HP Laptop 15s | 3.5/5 |
It's time for you to swap out your outdated laptop for the best laptop for data science included in this article.
15 Best Data Science Laptops with Specifications and Feature
Nowadays, data science is a challenging career option. Regardless of your level of experience with data science, you should search for data science laptops that are specifically made to support your work. Below is a list of laptops for data science that have shown to be reliable and will satisfy your inner data scientist:
1. MSI Crosshair 16 HX
Amazon
Specifications:
Feature | Details |
Processor | Intel Core i7-14700HX |
Display | 41 cm (16:10) QHD+ |
Graphics | NVIDIA GeForce RTX 4060 |
Wireless Connectivity | 802.11ax Wi-Fi 6E, Bluetooth v5.3 |
Memory | 16 GB |
Storage | 1TB NVMe PCIe Gen4x4 SSD |
Pros and Cons:
Pros | Cons |
High-performance 14th Gen Intel Core i7 processor | 8GBx2 DDR5 RAM may be insufficient for some tasks |
Stunning 16:10 QHD+ display with 240Hz refresh rate | No mention of camera/mic privacy features |
Large 1TB NVMe PCIe Gen4x4 SSD | - |
Experience unparalleled performance with the MSI laptop featuring a 14th Generation Intel Core i7-14700HX processor, delivering speeds up to 5.5GHz. Enjoy the seamless integration of Pre-loaded Windows 11 Home and MSI Center software. The laptop boasts a stunning 16:10 QHD+ display with a refresh rate of 240Hz, offering vivid visuals. Powered by the NVIDIA GeForce RTX 4060, it ensures smooth gaming and graphics performance. With 16GB DDR5 RAM and a 1TB NVMe PCIe Gen4x4 SSD, you'll have ample memory and storage for all your needs.
2. Apple MacBook Air
Amazon
Specifications:
Specification | Details |
Processor | Intel Core i7-1255U |
Turbo Boost Technology | Up to 4.7GHz |
Battery Life | Nearly 20 hours |
Display | 15.6" Full HD, |
RAM | 16 GB |
Storage | 512 GB SSD NVMe |
Connectivity | Wi-Fi, Bluetooth, HDMI |
Ports | One Type-C port, two USB 2.0 Type-A ports, one USB 3.2 Type-A port |
Pros and Cons:
Pros | Cons |
Everything works like a charm without slowdowns | Heats up during intense work with no way to dissipate heat other than letting it sit idle |
Can have many things open without worrying about RAM | Natural scrolling needs to be manually enabled/disabled for mouse and trackpad when connected via USB-C dock |
Extremely quiet operation | Camera quality could be better |
The Apple MacBook Air laptop, equipped with the powerful 12th Generation Intel Core i7-1255U Dual Core processor and Turbo Boost Technology up to 4.7GHz, offers unmatched speed and performance for demanding applications. It boasts a superior 15.6" Full HD display with bright colors and wide viewing angles, enhancing the visual experience. With 16 GB of Dual-channel DDR4 RAM and a 512 GB NVMe SSD, it ensures smooth multitasking and fast storage access. Connectivity is robust, featuring Wi-Fi, Bluetooth, HDMI, one Type-C port, two USB 2.0 Type-A ports, and one USB 3.2 Type-A port. The keyboard includes a numeric keypad and international language support. Customers appreciate its value, quality, and nearly 20-hour battery life, although some have noted issues with service, the lack of a backlight keyboard, and low speaker volume. Despite mixed opinions on battery life, the laptop remains a favored choice for its impressive specifications and overall performance.
3. Apple MacBook Pro
Amazon
| Feature | Specification |
|---|---|
| Processor | Apple M1 Chip,8-core CPU |
| RAM | 8 GB |
| Storage | 256 GB SSD |
| GPU | 8-Core GPU |
| Display | 13.3" Retina Display |
| Operating System | IOS |
| Battery Life | 18 hours |
Pros | Cons |
Advanced M2 Pro and M2 Max processors | Expensive |
Nearly 20 hours of battery life | Price increase in the UK and Australia |
Exceptional laptop display quality |
Apple MacBook Pro is ideal for data processing because it has a strong CPU and storage capacity. Additionally, it is portable and lightweight, making it an excellent option for data scientists who are often on the road.
It has the Touch Bar, a Multi-Touch-enabled strip of glass integrated into the keyboard, giving you immediate access to the tools you need.
The Apple MacBook Pro 13.3" with Retina Display is a fantastic choice for data scientists. It features an effective Apple M1 Chip, an 8-core CPU, and an exclusive AMD 8-core GPU. With this setup, you can swiftly handle massive data sets and execute intricate algorithms.
4. Acer Predator Helios Neo 16
Amazon
Specifications:
Feature | Details |
Processor | Intel Core i5-13500HX |
RAM (as Tested) | 16 GB |
Screen Refresh Rate | 165 Hz |
Graphics Memory | 6 GB |
Battery Life | 4 hours and 53 minutes |
Pros and Cons:
Pros | Cons |
Impressive performance for the price | Bigger and heavier than competitors |
Exceptionally bright display | Predator Sense software could be better |
Joyful touchpad | Weak speakers |
Acer put an emphasis on power with the new Predator Helios Neo 16 ,including some parts you’d normally expect to pay more for as upgrades. These include a workstation-grade 13th Gen Intel Core HX processor, a fast solid-state drive, and a super-bright 16-inch display.
5. Asus Vivobook 16x
Amazon
Specifications:
Specification | Details |
Processor | AMD Ryzen 7 5800HS |
Memory | 16GB DDR4 |
Storage | 512GB M.2 NVMe |
Battery | Up to 6 hours |
Display | 16.0-inch FHD+ |
Graphics | Integrated AMD Radeon Graphics |
Pros and Cons:
Pros | Cons |
Excellent battery life | Mixed opinions on sound quality |
Big display | Mixed opinions on charging |
Good value for money |
The Asus Vivobook 16x AMD Ryzen 75800HS Mobile Processor powers this data science laptop, offering enhanced multitasking capabilities and an improved gaming experience. With 16GB of DDR4 memory and a 512GB M.2 NVMe PCIe 3.0 SSD, you'll have the speed and storage needed for demanding data tasks. This data science laptop is designed to meet military-grade standards for durability while maintaining a slim profile and light weight. The 16.0-inch FHD+ display with a 16:10 aspect ratio provides a great viewing experience. Integrated AMD Radeon Graphics, a backlit chiclet keyboard, and Windows 11 Home round out this powerhouse for data science tasks.
6. MSI Pulse 16 AI
Amazon
Specifications:
Feature | Details |
Processor | Intel Core Ultra 7 155H up to 4.8GHz |
Display | 41 cm (16:10) QHD+ (2560 x 1600), 240Hz |
Graphics | NVIDIA GeForce RTX 4060 |
Wireless Connectivity | 802.11ax Wi-Fi 6E, Bluetooth v5.3 |
Memory | 8GBx2 DDR5 Dual Channel RAM |
Storage | 1TB NVMe PCIe Gen4x4 SSD |
Pros and Cons:
Pros | Cons |
Stunning QHD+ display with 240Hz refresh rate | Low video card |
NVIDIA GeForce RTX 4060 graphics | Large and heavy |
Ample 16GB DDR5 dual-channel RAM | |
Spacious 1TB NVMe PCIe Gen4x4 SSD |
Experience exceptional performance and AI capabilities with the MSI Pulse 16 AI which is powered by the latest Intel Core Ultra 7 155H processor. Pre-loaded with Windows 11 Home and MSI Center software, it offers seamless operation out of the box. Enjoy stunning visuals on the 16:10 QHD+ display with a 240Hz refresh rate, complemented by the NVIDIA GeForce RTX 4060 graphics card. With 16GB DDR5 dual-channel RAM and a 1TB NVMe PCIe Gen4x4 SSD, you'll have ample memory and storage for intensive applications. Plus, stay connected with Wi-Fi 6E and Bluetooth v5.3 connectivity.
7. HP Victus Gaming Laptop
Amazon
Specifications:
Feature | Detail |
Processor | 8-core 12th Gen Intel Core i5-12450H |
Graphics | 4GB NVIDIA GeForce RTX 3050 |
Memory | 16GB DDR4 RAM |
Storage | 512GB PCIe Gen4 NVMe TLC M.2 SSD |
Pros and Cons
Pros | Cons |
Excellent gaming capabilities | Poor battery life |
Suitable for gaming and video editing | Screen wobble |
High-quality build | Mixed opinions on sound quality |
Versatile | Mixed opinions on performance |
Good overall performance | Mixed opinions on build quality |
Equipped with an 8-core 12th Gen Intel Core i5-12450H processor, the HP Victus Gaming Laptop laptop delivers superior processing speeds with 12 threads and 12MB L3 cache, ensuring optimal performance even in virtual battlefields. Updated thermal management keeps the system cool during intense gaming sessions. The 4GB NVIDIA GeForce RTX 3050 Laptop GPU unlocks an immersive gaming experience with AI-accelerated performance and enhanced 3D rendering. High-speed memory and storage, including a 512GB PCIe Gen4 NVMe TLC M.2 SSD and 16GB DDR4 RAM, provide lag-free gameplay and support for memory-intensive gaming applications. Enjoy popular games like Call of Duty, GTA V, Cyberpunk 2077, and more with this powerful gaming laptop.
8. Dell G15
Amazon
| Feature | Detail |
|---|---|
| Processor | AMD 8-Core Ryzen 7 5800H |
| RAM | 16 GB |
| Storage | 512 GB SSD |
| GPU | GeForce RTX 3060 Graphic Card with 6GB GDDR6 |
| Display | 15.6′′ Full HD |
| Operating System | Windows 11 |
| Battery Life | 8 hours |
Pros | Cons |
Low starting price | Aging RTX 3050 GPU in base model |
120Hz refresh screen even in base model, with 165Hz and 360Hz options | Price soars with RTX 4060 |
Fun color options that appeal to a wide audience | Odd and restrictive configuration choices |
9. ACER ALG
Amazon
Specifications:
Feature | Detail |
Screen Size | 15.6 Inches |
Processor | Core i5 |
RAM | 16 GB |
Graphics | Dedicated |
Turbo Speed | 3.3 GHz |
Pros and Cons:
Pros | Cons |
Exceptional performance | Heating issues, particularly around the keyboard area |
No lag | Poor battery backup |
Diverse gaming experiences (mixed opinions) | Sound quality concerns |
The newly launched Acer ALG Gaming Laptop runs on Windows 11 Home out-of-the-box and is powered by a 12th generation Intel Core i5-12450H CPU with up to 16GB of DDR4 RAM. It is also equipped with an Nvidia RTX 3050 GPU with 6GB DDR6 video memory. It sports a 15.6-inch full-HD (1,920x1,080 pixels) IPS display with a 144Hz refresh rate.
10. HP EliteBook
PCMag
Specifications:
| Feature | Detail |
|---|---|
| Processor | Intel Core i5 and i7 processors |
| RAM | 32 GB |
| Storage | 2 TB SSD |
| GPU | NVIDIA GeForce GTX |
| Display | 15.6′′ Full HD IPS |
| Operating System | Windows 11 |
| Battery Life | 16 hours |
Pros and Cons:
Pros | Cons |
Affordable | Dependence on internet connectivity |
Verified boot and signed images, reducing susceptibility to viruses | Difficulty saving local changes offline |
Automatic updates to the most stable version of ChromeOS | Cloud storage may be searchable without a warrant |
The HP EliteBook is incredibly thin and light, and it features 8th Generation Intel Core CPUs for the best SAS or ggplot2 performance. You can go pain-free from a dark boardroom to the bright sun thanks to the display's extreme brightness and anti-glare properties.
You’ll be able to process massive amounts of data quickly with up to 32GB of DDR4 RAM. Furthermore, you won't need to consider using external storage because two 2TB SSDs available, giving you lightning-fast work speeds.
11. ASUS TUF F17
Specifications:
Feature | Detail |
Processor | Intel Core i5-11400H |
Storage | 512GB PCIe 3.0 NVMe |
Memory | 16GB DDR4 3200MHz |
Display | 17.3-inch FHD (1920 x 1080) |
Operating System | Windows 11 Home |
Battery Life | Up to 6 hours |
Pros and Cons:
Pros | Cons |
Excellent gaming capabilities | Battery issues reported |
Best gaming laptop for entry-level gamers | Heating problems noted |
Appreciated build quality | Mixed opinions on value and performance |
Designed for multitasking and high loads, ASUS TUF F17 laptop features an Intel Core i5-11400H processor with a base clock speed of 2.7 GHz and boost up to 4.5 GHz. It comes with 16GB DDR4 RAM expandable up to 32GB, along with a 512GB PCIe 3.0 NVMe M.2 SSD for storage. The 17.3-inch FHD display boasts a 144Hz refresh rate and vIPS-level anti-glare technology. With Windows 11 Home pre-installed, this laptop offers a seamless user experience. Its 48WHrs battery provides up to 6 hours of usage, and the backlit chiclet keyboard adds convenience in low-light conditions. Connectivity options include Thunderbolt 4 support and multiple USB ports. Enjoy a variety of games with this versatile laptop.
12. Lenovo IdeaPad Gaming 3
Amazon
Specifications:
Feature | Detail |
Display | 15.6 Inches |
Storage | 512 GB |
Processor | AMD Ryzen 7 |
RAM | 16 GB |
Graphics | 4GB |
Pros and Cons:
Pros | Cons |
Classy appearance | A little bit heavy |
High quality construction | Heating Issue in high end games |
Nice display |
The Lenovo IdeaPad Gaming 3 15ARH7 is a powerful gaming laptop designed to deliver high performance and immersive gaming experiences. With a sleek Onyx Grey design, it offers a 15.6-inch display with anti-glare coating, ensuring comfortable viewing even in brightly lit environments. Equipped with a Ryzen 7 CPU and 16GB of RAM, this laptop provides ample processing power for multitasking and gaming. The dedicated graphics card enhances gaming visuals, while the 512GB hard disk offers ample storage for games, media, and other files. Windows 11 Home comes pre-installed, providing a modern and streamlined operating system. Additionally, the backlit keyboard adds convenience for gaming in low-light conditions.
13. Dell 9310 XPS
Amazon
| Feature | Detail |
|---|---|
| Processor | Intel Core i5 and i7 processors |
| RAM | 32 GB |
| Storage | 2 TB SSD |
| GPU | NVIDIA GeForce GTX |
| Display | 15.6′′ Full HD IPS |
| Operating System | Windows 11 |
| Battery Life | 16 hours |
Pros | Cons |
Stunning, sturdy design | No camera, mic privacy features |
Snappy performance | Middling webcam |
Gorgeous OLED display | Optional OLED display shortens battery life |
The Dell 9310 XPS is a great laptop for data science since it offers lots of RAM and processing power, allowing even the most difficult jobs to be completed fast. Furthermore, its storage capacity allows you to save massive datasets without issue. Overall, this is a great laptop for data science that will let you work on your projects effectively and without any problems.
14. Acer Aspire Lite
Amazon
Specifications:
Feature | Detail |
Processor | Intel Core i7-1255U |
Turbo Boost Technology | Up to 4.7GHz |
Connectivity Technology | Wi-Fi, Bluetooth, HDMI |
Display | 15.6" Full HD |
RAM | 16 GB Dual-channel DDR4 |
Storage | 512 GB SSD NVMe |
Pros and cons:
Pros | Cons |
Powerful 12th Gen Intel Core i7-1255U Dual Core processor | Some issues with service |
Turbo Boost Technology up to 4.7GHz | Keyboard has no backlight |
16 GB Dual-channel DDR4 RAM for smooth multitasking |
The Acer Aspire Lite laptop, powered by the 12th Generation Intel Core i7-1255U Dual Core processor, offers unmatched speed and intelligence with Turbo Boost Technology reaching up to 4.7GHz. It features a 15.6" Full HD display with sharp details and crisp colors, housed in an ultra-slim design with narrow bezels. With 16 GB of Dual-channel DDR4 RAM and a 512 GB NVMe SSD, it ensures smooth multitasking and fast storage access. Connectivity options include Wi-Fi, Bluetooth, HDMI, one Type-C port, two USB 2.0 Type-A ports, and one USB 3.2 Type-A port. The keyboard includes a numeric keypad and international language support.
15. HP Laptop 15s
Amazon
Specifications:
Feature | Detail |
Processor | 10-core 12th Gen Intel Core i7-1255U |
Graphics | Intel UHD graphics |
Memory | 16GB DDR4 RAM |
Storage | 512GB PCIe NVMe M.2 SSD |
Display | 15.6-inch FHD micro-edge, 250-nit, anti-glare |
Battery | 3-cell, 41Wh, up to 7 hours and 30 mins |
Connectivity | Wi-Fi 5 (2x2), Bluetooth 5.0 |
Ports | 1 x USB Type-C, 2 x USB Type-A, 1 x HDMI 1.4b |
Pros and Cons:
Pros | Cons |
Powerful 10-core 12th Gen Intel Core i7-1255U processor | Excessive noise from CPU fan, even in idle state |
Vibrant visuals with Intel UHD graphics | Limited battery capacity |
Upgraded memory (16GB DDR4 RAM) |
The Hp 15s notebook computer boasts powerful performance with a 10-core 12th Gen Intel Core i7-1255U processor, allowing for efficient multitasking with 12 threads and 12MB L3 cache. Visuals are enhanced with Intel UHD graphics, offering vibrant clarity for work and entertainment purposes. With upgraded memory and storage including 16GB DDR4 RAM and a 512GB PCIe NVMe M.2 SSD, users can expect smooth operations and ample storage for their workflow needs. The 15.6-inch micro-edge display delivers high-quality viewing with stunning clarity, while the long battery life, combined with fast charging capabilities, ensures maximum productivity on the go. Pre-loaded with Windows 11 and MS Office 2021, connectivity is seamless with Wi-Fi 5, Bluetooth 5.0, and multiple ports including USB Type-C, USB Type-A, and HDMI 1.4b.
Laptop Requirements for Data Science
A data scientist must be capable of collecting, analyzing, and understanding enormous amounts of data. You can try the best Data Science certification online from knowledgeHut. You need a laptop that can operate effectively and has the power to handle all of your computing needs in order to manage such a vast volume of data. You can complete your projects quickly and efficiently with the correct equipment, concentrating solely on your job rather than battling to resolve PC performance concerns. You must remember a few crucial laptop configurations for data science in to have a seamless computing experience. You must carefully analyze the specifications to select the best laptop for data science.
Must-Have Laptop Specifications for Data Science
You must select a machine with adequate power because the more data you handle, the better hardware you will need. Here are the specifications that any of the top laptops for data science should have:
1. A Suitable CPU
Learning from a Data Science online Bootcamp and working as an expert will require you to use various tools, and the correct processor will offer you the computational capacity you need to manage massive data sets. You must select the appropriate CPU because not all processors are designed to handle data science demands. Depending on the number of data sets you manage, you require a CPU with a clock speed of 4.2 GHz, 8 cores, and 16 threads or more. The CPUs Intel Core i9-11950H and Intel Xeon W-11955M are suggested. You can choose a CPU with 18 cores for even more speed or a scalable 2x Intel Xeon processor with up to 56 cores.
2. GPU
For data scientists, having a good graphics card (GPU) is crucial because it will improve your ability to view data. Large data sets can be handled swiftly and easily by a laptop with a strong GPU, allowing you to gain the necessary insights more quickly. We advise purchasing a laptop with at least a GeForce GTX 1070 or Radeon RX 580 for data science.
3. RAM capacity
A higher RAM capacity enables multitasking. So, when choosing RAM, go for 8GB or more. It is not recommended to use 4GB because the operating system consumes more than 60 to 70 percent of it, leaving insufficient room for data science tasks. Choose 12 GB or 16 GB RAM if you have the money to do so.
4. Display
Data scientists spend a lot of time on screens viewing enormous volumes of data. Consequently, you require a computer or laptop with an eye-pleasing screen. Modern devices have high-resolution screens with flicker-free panels and features like a blue light filter. Decide on a screen that supports HD (720p), full-HD (1080p), or even a higher resolution like 4k by looking for this feature.
5. Reliability
How frequently your laptop breaks down while in use determines its reliability. The most frequent problems include unexpected shutdowns, blue screen errors, and other hardware malfunctions.
6. Durability
Your laptop's durability is how long you can use it. By examining the length of the laptop's guarantee, you may infer how durable it will be. Your money won't be wasted if you can utilize your data science laptop for at least 4 years.
7. Long-term Battery Life
Your machine should have a battery that can last more than 8 hours because you will be working longer hours. No one enjoys the inconvenience of having to charge their gadget several times a day. A laptop with a battery life of at least 8 hours is ideal.
8. Operating System (OS)
Windows 10 is suggested for data science students because it is simple to use and requires little work to configure. But you can also use an alternative operating system like Linux. You can either install it separately or use a virtual box to run it.
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Conclusion
Purchasing a laptop for Machine Learning with Python requirements? If that's the case, this is the correct place. In the modern world, data science is crucial. Computers and laptops are useful in this situation.
Analysts now need a laptop that can perform well in terms of CPU power, speed, battery capacity, and other factors as a result of the development of data and analytics. As a result, the best laptops for data scientist described above provide outstanding quality and power. We hope to have helped you find your best laptop for data science.
Frequently Asked Questions (FAQs)
1. Which laptop is best for AI and data science?
The HP ENVY 17t is the finest laptop for AI and data science due to its balance of affordability and power. Its Intel Core i5 and Core i7 CPUs run at speeds of up to 4.6 GHz. Its CUDA-capable NVIDIA GeForce GPUs can significantly speed up processor-intensive programs.
2. How much RAM is enough for data science?
Data science demands a fair amount of processing power. On a laptop, 8 to 16 GB of RAM is the recommended amount for data science.
3. Does data science require high-end laptops?
You require a laptop if you are learning data science. This is because, in order to gain practical experience, you must write and run your code. The laptop is preferable to a desktop when portability is also considered.
4. what is the best laptop for a data scientist?
For data engineers or aspiring professionals with basic needs, the Apple MacBook Pro is the best Macbook for data science.
5. Is a graphics card required for data science?
Graphic card becomes very Important for data scientists, as it makes a significant difference in their productivity as well as ability to solve complex data-driven problems.
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