Do you work in the field of data science but do not own a laptop model that can perform well with analytical and statistical operations?
It’s time for you to replace your unsuitable tool with one of the best laptops for data science & analysis included in this article.
As an expert in data science, you will work extensively with data analysis, statistics, probability, and distribution.
The following models have features that are ideal for solving these tasks:
1. Acer Aspire 3
Important Specification
- Screen Size: 15.6 Inches.
- CPU: AMD Ryzen 3 7320U.
- Ram Memory: 8GB.
- Hard Disk Size: 128 GB.
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What We Like
- Affordable price.
- Backlit keyboard.
- Elegant design, metal back.
- Battery life up to 11 hours.
- AMD Radeon Graphics.
Things To Consider
- Cannot upgrade.
Product’s highlights
Acer Aspire 3 is quite affordable. Behind this suitable budget device lies a classy design and solid performance.
In terms of design, the product stands out with its sleek metal back. The compact design contributes to the attraction of this representative from Acer.
Regarding configuration, the product has a Ryzen 3 7320U, integrated Radeon GPU.
With the above parameters, Acer Aspire 3 can confidently perform basic tasks such as data processing, running support software, and web browsing.
2. Acer Aspire 5
Important Specification
- Screen Size: 15.6 Inches.
- CPU: Intel Core i3-1115G4.
- Ram Memory: 4GB.
- Hard Disk Size: 128 GB.
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What We Like
- Easy upgrade.
- Purified Technology.
- Ergolift hinges on ergonomics.
- Turbo Boost Technology.
- Thin screen border, wide viewing angle.
Things To Consider
- The display quality is not so good.
Product’s highlights
Acer Aspire 5 will provide data analysts with different working experiences.
The Aspire 5, with its ergonomic hinge design, offers a whole typing experience in its price range. Not only that, but the unique hinge design also provides better cooling.
Even working continuously for a long time, this laptop remains cool and provides a comfortable user experience.
Statistics data with Aspire 5, you will not have annoying problems.
Because the product owns the 11th generation Intel Core i3-1115G4 processor, Turbo Boost technology handles all heavy tasks easily.
3. ASUS Vivobook Go
Important Specification
- Screen Size: 15.6 Inches.
- CPU: AMD Ryzen 3 3250U.
- Ram Memory: 8GB.
- Hard Disk Size: 128 GB.
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What We Like
- Lightweight.
- Good battery life.
- Affordable price.
- AMD Radeon graphics.
Things To Consider
- 128GB hard disk capacity.
Product’s highlights
Are you a busy data analyst looking for a laptop that can accompany you wherever you go? ASUS Vivobook Go is a name you should not miss.
This product only weighs 3.9 lbs (1.77 kg) 15.6” screen. The above parameters have made a laptop model the most portable to date.
Although geared towards portability, the manufacturer did not forget to provide Vivobook Go with a processor sufficient to meet the needs: Ryzen 3 and Radeon Graphics.
Not the most powerful processor, the Vivobook Go configuration is enough to help you perform various data analysis tasks.
4. Lenovo IdeaPad 3
Important Specification
- Screen Size: 15.6 Inches.
- CPU: AMD Ryzen 5 5500U.
- Ram Memory: 12GB.
- Hard Disk Size: 256 GB.
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What We Like
- Wi-Fi 6.
- Intelligent cooling system.
- The shutter protects the camera.
- Control performance with Q-control.
- The screen has a wide viewing angle.
Things To Consider
- Speakers are not so good.
Product’s highlights
Lenovo IdeaPad 3 is a laptop with many advantages. The product has quite strong performance with AMD Ryzen 5 5500U and AMD Radeon 7 graphics.
This laptop model also has an impressive display. Even though it’s only 15.6”, due to the narrow four-sided bezel, your viewing angle is more comprehensive than ever. As a data analyst, a device with an excellent display like the IdeaPad 3 is worth considering.
Finally, it is impossible not to praise the product’s ability to operate quietly. Lenovo has equipped the IdeaPad with a smart radiator, 3 operating modes, so you can focus on working in absolute quiet.
5. Acer Swift 3
Important Specification
- Screen Size: 14 Inches.
- Ram Memory: 8GB.
- Hard Disk Size: 512 GB.
- CPU: AMD Ryzen 7 5700U Octa-Core.
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What We Like
- Quick response.
- Widescreen, good data display.
- Security by fingerprint biometrics, AI.
- Purified Technology.
- Good battery life.
Things To Consider
- Cannot upgrade RAM.
Product’s highlights
One of the most notable advantages of the Acer Swift 3 is battery life.
Outperforming many competitors in the same price range, the product has a 48WHr battery. With the power-saving AMD Ryzen 7 processor, Acer Swift 3 can accompany you through a long working day.
The reason a data analyst shouldn’t miss out on this model isn’t just about battery life. You should consider many security options, such as a 512GB NVMe solid-state drive for better data storage. A good display is also an advantage you should consider in the product.
6. Samsung Chromebook
Important Specification
- Screen Size: 11.6 Inches.
- CPU: Intel Celeron N3450.
- Ram Memory: 4GB.
- Hard Disk Size: 32GB.
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What We Like
- Durability meets US military standards.
- Easy to download Google apps.
- Easy-to-use operating system.
- The processor meets the needs of users.
- Starts up in less than 10 seconds
Things To Consider
- Low amount of local memory.
Product’s highlights
Durable is the adjective that best describes Samsung Chromebook.
The product has a screen with a drop-resistant rubber base. The hinge of this Chromebook model can be folded and opened 180 degrees, which is both flexible and sturdy. Meanwhile, the product’s keyboard and mouse have the best spill resistance in the segment.
All of the above equipment has made a laptop model that has passed all harsh tests, meeting US military standards for durability.
In addition to durability, data scientists also love this Samsung representative because Intel Celeron delivers the required processing speed, boots up in just 10 seconds, and quickly downloads Google applications.
7. ASUS Vivobook
Important Specification
- Screen Size: 11.6 Inches.
- CPU: Intel Celeron N4020.
- Ram Memory: 4GB.
- Hard Disk Size: 128 GB.
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What We Like
- 180-degree hinge.
- Slim and portable.
- Power saving chip.
- 128GB eMMC flash memory and 4GB RAM.
- Compatible with many software and peripherals.
Things To Consider
- The keyboard quality is just average.
Product’s highlights
You will have to work with quite a bit of software as a data scientist. And for uninterrupted work, you should look for products compatible with much good software such as ASUS Vivobook L210.
This laptop model uses the best Intel chip in its price range: Intel Celeron N4020. This chip has quite a good processing speed and consumes less power than many competitors.
In addition to the powerful enough configuration, the Vivobook’s multitasking ability is suitable for eMMC memory and Windows 11 pre-loaded in S mode.
The above combination has made this ASUS representative compatible with a variety of data processing software and supporting peripherals.
8. HP Light-Weight
Important Specification
- Screen Size: 14 Inches.
- CPU: AMD 3020e.
- Ram Memory: 8GB.
- Hard Disk Size: 128 GB.
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What We Like
- Good multitasking.
- 8 GB of high-bandwidth RAM.
- AMD 3000 Series mobile processors.
- The screen has a detail of 1 million pixels.
- Allows storing a large number of data files quickly.
Things To Consider
- Speaker is a bit small.
Product’s highlights
HP has equipped this newest lightweight model with an AMD 3000 Series mobile processor, high-bandwidth RAM, and a 128 GB solid-state drive.
The above equipment allows you to store and access large files quickly. Besides, the above processor also creates maximum conditions for multitasking.
Now, with the HP 14″ laptop, you can process hundreds of data files while still being able to open multiple programs and browser tabs at the same time.
9. ASUS ROG Strix G16
Important Specification
- Screen Size: 16 Inches.
- CPU: Intel Core i7.
- Ram Memory: 16GB.
- Hard Disk Size: 512GB.
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What We Like
- Memory 4800Mhz.
- 13th Gen Intel Core i7-13650HX processor.
- NVIDIA RTX 4060 graphics card.
- The screen has a refresh rate of 165Hz.
- ROG Intelligent Cryo-Tech advanced cooling.
Things To Consider
- High price.
Product’s highlights
ASUS ROG Strix G16 is one of the most impressive gaming laptops today.
But in addition to entertainment purposes, you can also use this laptop model at work, especially for your data analysis work.
Gathering many advantages of gaming laptops, it is not difficult to understand when ROG Strix G16 has exceptionally high performance.
The product uses the 13th generation Core i7 processor, NVIDIA RTX 4060 graphics card, and 4800Mhz memory, an advanced ROG Intelligent cooling system.
All of the above equipment has made ASUS ROG Strix G16 a model that can quickly handle any data analysis-related work.
10. MSI Raider GE76
Important Specification
- Screen Size: 17.3 Inches.
- CPU: Intel Core i9-12900H.
- Ram Memory: 16GB.
- Hard Disk Size: 1TB SSD.
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What We Like
- Flexible connectivity.
- Impressive processing performance.
- Slim and lightweight design.
- Widescreen, display realistic images.
- Wi-Fi technology 6.
Things To Consider
- Heat dissipation is not so good.
Product’s highlights
Similar to the ASUS ROG Strix G16, the MSI Raider GE76 is also a gaming laptop that can well serve the needs of data scientists.
As a gaming laptop, the product has a pretty powerful processor. This laptop model uses the 12th generation Intel Core i9. And you can certainly not doubt the ability to handle applications and data files of this performance chip.
The Raider GE76 also impresses with its flexible connectivity. The device supports transferring data files via I/O port, Thunderbolt 4, and USB 3.0. The device’s ports even support data transfer up to 40Gbps.
Buying Guides
CPU, GPU, and RAM are the specifications you need to pay attention to when choosing a laptop for data analysis.
CPU
The CPU will be responsible for handling the operation of every application.
So, you need to find a device with a powerful CPU so as not to interrupt work. A device with a 6 – 8 core CPU can do well for the basic tasks that the job requires.
GPU
Meanwhile, the GPU plays a vital role in data visualization. If you want to minimize processing time for large data files, work with laptops with at least GeForce GTX 1070 or Radeon RX 580.
RAM
RAM will help minimize lag and slowness when simultaneously processing many large data files. To make sure this doesn’t happen, the laptop you use should have at least 8 GB of RAM.
FAQs
The following information will answer some questions in the process of choosing and using laptops for data scientist and data analyst.
How much RAM does a data analyst need?
8GB is recommended for you to analyze multiple data files without any lag or delay.
Do you need a powerful computer for data science?
You don’t need a powerful model to do data work. You must ensure your device has enough RAM, CPU, and GPU to handle basic tasks.
Is MacBook good for data analysts?
MacBook Air is ideal for data analysis because the M1 chip in this device provides excellent working performance.
Which processor is suitable for data science?
The AMD RYZEN 9 3900X is a high-performance processor that’s great for data science-related tasks.
How many cores do I need for data science?
4 cores-8 threads is the minimum if you want the best working experience.
Final Words
ASUS ROG Strix G16 has powerful performance that will help you process data and quickly complete related tasks. Unfortunately, not all data scientists can access this high-priced laptop model.
Besides ASUS ROG, you have quite a few other ideal options. Therefore, consider once again the ten laptops for data science and analysis work, and you will find the right product for your job.