Best laptop for data science and data analysis in 2022- Reviews

April 5, 2022
Edward Tashihira Edward Tashihira
best laptops for data science

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Introduction

Whether you are a student, a newcomer to data analysis, or a seasoned expert, picking the best laptop for data science and data analysis is an essential decision for your study and work. It helps you to handle data quickly and accurately, increases productivity, and leads you to success in the future.

The market offers thousands of different options for an ideal laptop, but depending on the type of data as well as its own specification, there will be the best one for you. This article listing ten laptops from the most popular brands will save your time before making the final decision.

Notable Specs For The Best Data Science And Analysis Laptop

● RAM

To analyze data, you need as much RAM as possible because working with the out-of-memory data set is not effective. The minimum amount of RAM required is 16GB; a 32GB RAM is ideal, and some high-end laptops can hold up to 128GB. However, if your item does not have enough RAM, consider its upgradability, use cloud resources or clusters.

● CPU

Besides a large RAM, you should invest in a modern CPU to speed up processing and evaluating data. Unlike RAM, CPUs are not upgradeable, so try to choose the best and fastest one with more cores that you can afford.

For data experts, Intel i7 or AMD Ryzen 7 is a perfect choice. However, in case that you have a tight budget, or you are a student or a new-level data analyst, i5 or Ryzen 5 is enough for your needs.

● DISK

A laptop with 480GB or 512GB disk space is large enough to evaluate data science. For storing larger data, a laptop with two disks – an SSD and a bigger HDD will save you.

The SSD disk is used for the operating system, installed software, and data frequently used. And the HDD disk will be a place to store large files and less used data.

● OS

Choosing the Mac, Windows, or Linux operating system depends on your working area, or sometimes on your personal preference. Thus, pick the one that gives you the most comfort.

For your reference, Linux is the most popular operating system because it supports the most Data Scientist tools and the Machine Learning library, which is very suitable for data analysts.

● Form factors

Choose your laptop’s screen size and weight according to how often you travel with it and the type of transport you use – public transport, car, or walking.

A standard laptop requires a full-size HD keyboard and a minimum 15-inch screen. If you need a lot of typing, equip an external keyboard and mouse. Regarding ports, think about all devices you need to connect to the item and make sure that all necessary ports are available.

Best laptop for data science and data analysis per category

Here are the advantages and disadvantages of the ten most popular laptop brands on the market.

Fusion5 Windows 10 laptop B08GSRRKSR – Best For Price

If you are looking for a compact laptop with great internet connection speed, this Fusion5 laptop is an ideal choice. Equipped with 5 GHz WIFI, it can accelerate download and upload speed two times faster than traditional units.

 

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You can easily access to any website and even download different applications simultaneously.

This laptop comes with 4GB of RAM and 64GB storage, which isn’t an impressive feature, but you can expand the memory up to 256GB with a Micro SD card.

The item is also convenient for high-mobility work thanks to its lightweight of 1246 grams. Besides, the 14.1 inches 1920 x 1080 Full HD IPS display will bring great experiences not only in work but also in entertainment and gaming.

Its battery life lasts long, allowing you to play light-moderate gaming within a few hours without charging.

It is advisable to use Bluetooth to connect an external music speaker in case you think the speaker volume is low. You should be gentle with the screen as it is quite flimsy. Besides the above shortcomings, this item is affordable and worth a try.

Pros

  • Clear display screen with high resolution
  • Lightweight
  • Affordable
  • Fast internet access

Cons

  • Low memory capacity
  • Flimsy screen

SPECS AT A GLANCE

Fusion5 Windows 10 laptop B08GSRRKSR
Processor64 GB Intel HD Graphics 500
RAM64 GB DDR4
Storage64 GB
Display14.1″ 1920*1080 Full HD
Weight2.84 lbs
Battery64 GB 10000mAh 37Wh
Operating System64 GB

 

Lenovo IdeaPad 3 B0872K4XCJ – Best For Keyboard And Touchpad

Designed for speed up users’ productivity, this Lenovo IdeaPad 3 laptop is equipped with a handy numeric keypad, responsive and easy-to-use touchpad for processing data easily.

The memory and RAM are big enough to meet your basic needs, allowing you to load Office applications like Word and Excel quickly. Otherwise, there is an open slot on the motherboard to add your own RAM.

Also, the 15-inch full HD screen and Dopoundsy Audio deliver great visuals and crystal-clear sound for your entertainment. This laptop is easy to carry around thanks to its compact design and small power brick. The battery life is another plus as it can be used continuously for 5 hours without charging.

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With its affordable price, it’s easy to bypass the drawbacks: this device has no keyboard backlight, and the webcam quality is below average with low resolution.

Pros

  • Available RAM upgradability
  • Great keyboard and decent touchpad
  • Superfast response time
  • Affordable price

Cons

  • No backlight
  • Low-quality webcam

SPECS AT A GLANCE

Lenovo IdeaPad 3 B0872K4XCJ
Processor2.6 GHz ryzen_3_3250u
RAM4 GB DDR4
GraphicsAMD Radeon Vega 3
Storage4 GB 128 GB SSD
Display4 GB HD LCD
Weight4.84 lbs
Battery BackupUp to 6 hours
Operating SystemWindows 10 S

 

HP 2019 14 inches laptop B07KNLVRJ2 – Best For Versatility 

If you’re looking for a compact laptop that has good battery life and can run multiple programs at once, do not miss this HP model.

This product will surpass your expectations in build quality and processor performance. This lightweight item runs smoothly, has a clear and bright screen, and the battery lasts for hours.

Not only that, this HP laptop is also a great companion, thanks to its lightweight design, only 4.30lbs. Most users, especially writers, engineers and designers will love this model as it offers Ethernet and HDMI ports to connect to many other devices when on the go. In case you’re not yet satisfied with the 8GB system Memory and 128GB Solid State Drive, it can be upgraded as your wish.

It should be noted that this laptop runs in S mode, which allows only apps from the Microsoft Store, and requires Microsoft Edge for safe browsing. Of course, you are able to turn this mode off easily, but it negatively impacts the speed and performance of your laptop.

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Pros

  • Boots up in seconds
  • Lightweight, compact size
  • Good battery size
  • Clear and bright screen
  • Available Ethernet Port and HDMI port
  • Affordable price

Con

  • Runs in S mode

SPECS AT A GLANCE

HP 2019 14 inches laptop B07KNLVRJ2
Processor2.4 GHz 1_2GHz_Cortex_A8
RAM8GB DDR
Graphics2.4 GHz Intel Core i3
Storage128 GB
DisplayLCD 1366×768 pixels
Weight4.3 lbs
Battery BackupUp to 6 hours
Operating SystemWindows 10

 

Dell XPS7390 Touchscreen Laptop B07ZSFXPZX – Best Touch-Screen Laptop

This is an ideal computer for everyone, from students, lecturers to experts with a touch screen, core I5, 8GB ram, and 256GB SSD –  impressive parameters that are able to handle any volume of data.

The model is nearly three times more efficient than older generation units thanks to the new 10th Gen Intel 10nm processors. Equipped with Backlit Keyboard, Fingerprint Reader, and battery life of over ten hours, it is a spectacular product in all its aspects.

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You can analyze and process big data at high speed, watch movies and play games for hours. The screen quality and the top-notch sound system will bring you wonderful moments of relaxation.

Moreover, with its extremely lightweight and compact size, it will be a great tech tool no matter where you work.

The price of a product with these features will not be cheap. it does not have an Ethernet port or a USB-C converter, and its camera quality is not as good as expected in this brand. However, with the benefits it offers, you will be satisfied with your choice.

Pros

  • Amazing processors
  • Excellent battery life
  • Suitable for any users
  • High-quality screen and speaker

Cons

  • A bit costly
  • Low-quality camera

SPECS AT A GLANCE

Dell XPS7390 Touchscreen Laptop B07ZSFXPX
Processor1.6 GHz core i5
RAM8GB LPDDR3
GraphicsIntel® UHD Graphics
Storage256GB PCIe NVMe M.2 Solid State Drive
Display13.3″ Touchscreen InfinityEdge Full HD (1920 x 1080) Display
Weight2.7 lbs
Battery BackupUp to 16 hours
Operating SystemMicrosoft Windows 10 Home (64-bit)

 

ASUS TUF 2019 laptop B07QQB6DC1 – Best For Speed

Want to find a perfect laptop for working efficiently and playing high-speed and heavy games? The ASUS TUF model will definitely not disappoint you.

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Offering the latest Intel Wave 2 Wi-Fi for incredible transfer speeds – 1.7Gbps, this product can beat any competitor in terms of speed. You will experience super-fast browsing and data processing, which will increase your work efficiency significantly.

Designed especially for gamers, this product has a durable keyboard and Dual fans with anti dust technology to prolong the lifespan of the machine and stabilize its performance. Thanks to this, the laptop stays pretty cool after using it continuously for a long time.

The screen is also sharp and eye-catching, and its keyboard is a great touch with a backlight, which can change the color with an extra piece of software.

However, poor battery life, even on power-saver settings, is a shortcoming of this model. It is so heavy that may seem cumbersome for those whose work requires a lot of movement.

Pros

  • Incredible data transfer rates
  • Sharp and nice display
  • Durable keyboard
  • Integrated Dual fans with anti-dust technology

Cons

  • A bit heavy
  • Short battery life

SPECS AT A GLANCE

ASUS TUF 2019 laptop B07QQB6DC1
Processor4 GHz amd_ryzen_7
RAM16GB DDR4
GraphicsNVIDIA GeForce GTX 1660Ti
Storage256GB PCIe NVMe SSD + 1TB HDD
Display15.6” full HD (1920×1080) 120Hz IPS type display
Weight4.85 lbs
Battery BackupAround 3 hours
Operating SystemWindows 10 Home

 

Acer Predator Helios 300 B07CTHLX8C – Best For Processor

This Acer model can process any data in the blink of an eye thanks to the combination of a powerful 8th Gen Intel Core i7 processor with high-performance NVIDIA GeForce GTX 1060 graphics.

The 15.6 inch full HD screen gives you a lifelike visual experience, increasing working efficiency and providing great entertainment.

Up to 256GB memory capacity, this item is enough for any data processing and analysis needs. Otherwise, upgradability is available as you wish by removing the covers to exchange the components.

The CPU of this Acer laptop is a top-of-the-line CPU with 6 cores and hyperthreading. Whether you are a student or a leading expert with large amounts of data, this computer can easily fulfill your needs.

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The battery life is not as good as expected, only about 2-3 hours. If you plan to play games on the go, make sure you are near an electrical outlet.

Also, its weight and dimensions are larger than most other laptops, so carrying it around might not be very fun.

Pros

  • Amazing speed
  • Large memory capacity
  • Easy to upgrade memory capacity
  • Big, beautiful and sharp screen for vivid images

Cons

  • Low battery life
  • Big dimensions compared to other laptops

SPECS AT A GLANCE

Acer Predator Helios 300 B07CTHLX8C
Processor8th Generation Intel Core i7-8750H 6-Core Processor (Up to 4.1GHz)
RAM16GB DDR4 2666MHz DRAM
GraphicsNVIDIA GeForce GTX 1060 Overclockable Graphics
Storage256GB PCIe NVMe SSD
Display15.6″ Full HD (1920 x 1080) widescreen LED-backlit IPS
Weight5.51 lbs
Battery BackupUp to 7 hours
Operating SystemWindows 10 Home 64 Bit

 

Microsoft Surface Pro B072J8RDZM – Best For Size

The Microsoft Surface Pro can meet any expectation of those who appreciate the compactness and mobility in a laptop. It is designed to create, learn, work, and play wherever you go.

The processor i7 Surface Pro allows speed up processing tasks 2.5 times faster in standard jobs than the previous generation laptops.

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The slim and light design makes it easier to hold as a tablet; the charging cable and charger are so compact that you can put it in your bag and carry it anywhere.

Owning a beautiful screen displaying excellent clarity and details and an amazing backlight keyboard, this Microsoft model brings you a great experience when using.

In this model, you can choose to purchase an additional Surface Pen to use the Surface to its full capabilities. This tool will help you to sketch and record notes in a convenient and easy way.

The downside of this product is that it gets hot while using, which can be uncomfortable for some people. In addition, the price of this product is also a bit expensive.

Pros

  • Noticeably thinner and lighter
  • Surface Pen is an optional
  • Fast processing speed
  • Beautiful screen

Cons

  • A bit costly
  • Heats up when using

SPECS AT A GLANCE

Microsoft Surface Pro B072J8RDZM
Processor7th generation Intel Core i7
RAM8GB RAM
GraphicsIntel Iris and HD graphics
Storage256 GB
Display12.3” PixelSense Touchscreen with pen input 2736 x 1824 resolution
Weight1.73 lbs
Battery BackupUp to 13.5 hours of video playback
Operating SystemWindows 10 Professional

 

MSI Prestige 15 A10SC-010 Ultra Thin Laptop B07WC94Y2N – Best For Screen Quality

If you’re in need a compact, powerful laptop for mobile work like data analysis, or content creation, definitely consider this product.

This great value laptop has many connectivity options, including TB3 and powerful graphics to provide high performance for users. The keyboard is easy to type, and the 4k screen provides clear and realistic visuals.

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If you need entertainment, such as watching movies or playing games, this stuff does not let you down. This laptop has a high-resolution display, a good graphics card of NVIDIA GeForce GTX 1650 to play light games amazingly.

This computer boots up very quickly, thanks to the NVMe drive, and opening the files doesn’t take long either. Compact and lightweight design with an elegant leather case, it is perfect for working in any condition.

However, this item can get hot if you make it work hard, like playing heavy games. Additionally, according to some users, the arrangement of the USD and HDMI ports that flushes with the base frame makes the connection loose and easy to fall off.

Pros

  • Lightweight and compact size
  • Suitable for work and entertainment
  • Clear and bright screen
  • Runs fast and smoothly

Cons

  • Gets hot when working hard
  • Unreasonable ports arrangement

SPECS AT A GLANCE

MSI Prestige 15 A10SC-010 Ultra Thin Laptop B07WC94Y2N
Processor3.4 apple_ci7
RAM32 GB DDR4
GraphicsNVIDIA GeForce GTX 1650
Storage
Display15.6 Inches
Weight3.64 lbs
Battery Backup1 Lithium Polymer batteries required. (included)
Operating SystemWindows 10 Pro

 

2020 Apple MacBook Air B08N5KWB9H – Best For Appearance

If you care about the look of your laptop and seeking an item that is more luxurious than other units, don’t miss this Apple MacBook. With many different exquisite color options, like gold, silver, and gray, and an overall thin, sleek design, this product has an eye-catching look to attract any picky users.

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It also has a long battery life. With just one charge you can use it all day, up to 16 hours. Although this stuff excludes a fan, it will not get hot during use.

Moreover, the memory is large, up to 256GB. And even though its upgradability is impossible, and you can only use 230GB as you need a 10% reserve to account for SSDs getting used up, this is still great capacity for data analysis and processing.

The high-resolution and bright display, coupled with the fast M1 processor, makes all tasks run smoothly.

The minus point of this Macbook is that the webcam has a low resolution, and it offers only two USB-C ports, causing a bit of inconvenience during use.

Pros

  • Fancy look
  • large memory capacity
  • High resolution and bright screen

Cons

  • Webcam is not good
  • Includes only 2 USB-C ports

SPECS AT A GLANCE

2020 Apple MacBook Air B08N5KWB9H
Processor

Apple M1 chip with 8‑core CPU, 7‑core GPU, and 16‑core Neural Engine

RAM

8GB

Graphics7-core GPU
Storage

256GB SSD

DisplayRetina display with True Tone
Weight2.8 pounds
Battery Backup

Go longer than ever with up to 18 hours of battery life

Operating SystemMac OS

 

LG Ultra PC High Performance Laptop B089F2XJXW – Best For Battery Life

The charging time of this LG Ultra laptop is very fast, it only takes one hour to fully charge 100%. And then you can use it all day, up to 16 hours.

This item starts up fast, runs smoothly, and has plenty of suitable accessory ports. Aldo, it is designed for convenient use and easy portability thanks to the lightweight and compact design.

Not only that, the LG laptop has high performance and fast speed, thanks to Nvidia GTX Graphics, 16GB of Ram, and 10th Generation Processor integrated. As a result, all data processing and storage operations will be done without any trouble.

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For entertainment purposes, it is equipped with a 17-inch screen for clear and sharp images and a vivid sound system, giving users a great experience when watching movies, listening to music, or playing games.

The price for a perfect laptop like this is not cheap. But it’s worth the money thanks to the great benefits and experiences it offers.

Pros

  • Lightweight, compact design
  • High speed
  • Excellent screen and speaker

Con

  • A bit costly

SPECS AT A GLANCE

LG Ultra PC High Performance Laptop B089F2XJXW
ProcessorIntel 10th Generation Intel Core i7-10510U CPU
RAM16GB DDR4 2666 MHz RAM
GraphicsNVIDIA GTX1650 GDDR5 4GB Graphics
Storage512 GB
Display17” WQXGA (2560 x 1600) IPS LCD Screen
WeightLaptop weighs 4.3 lbs
Battery Backup72WH Lithium Battery (up to 16 hours)
Operating SystemWindows 10 Home

 

Conclusion

Hopefully, the useful information in this article will help you choose the best laptop for data science and data analysis that suits your needs and budget.

If you are still wondering and want more references from us, the HP 2019 14 inch laptop B07KNLVRJ2 is not a bad choice. As mentioned above, this device has good battery life, compact design, and integrates different ports for you to carry and use anywhere with ease.

The Microsoft Surface Pro B072J8RDZM is also a great purchase deal, because when choosing a laptop, the top priority is the compactness for convenient carrying if your work requires high mobility.

Also read>>

5 BEST LAPTOPS FOR DEEP LEARNING AND MACHINE LEARNING

BEST LAPTOPS FOR PROGRAMMING STUDENT

Author: Edward TashihiraEdward Tashihira is an 25 year old blogger. He is a Software Engineer by profession and blogger by passion. He writes on various topics like Technology, Blogging, Web designing and SEO. He runs various other blogs under various niches.

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