»
Best Laptop for Data Science
»

Best Laptop for Data Science

We independently review everything we inform you about. When you buy through our links, we may earn a commission. Learn more…
Best Laptop for Data Science & Analysis
Are you in search of the best laptop for data science? Look no further! We have compiled a comprehensive list of top laptops for data science that will meet all your computing needs. With the growing demand for data science professionals, investing in a laptop that can handle the complex applications and software required for this field is crucial.

Our list includes a range of options to suit different budgets and preferences. Whether you're looking for an affordable Macbook or a powerful Windows machine, we've got you covered. Our laptop for data science reviews provides in-depth analysis of the features and performance of each laptop, so you can make an informed decision.

In today's fast-paced world, having a top laptop for data science is essential to stay ahead in the competitive job market. A laptop with sufficient RAM, processing power, and storage capacity is crucial for running data science software smoothly. Our list includes laptops with high-end specs, such as Intel Core i9 processors and dedicated graphics cards, to ensure you have the best computing experience.

Don't settle for a mediocre laptop that can't handle data science demands. Invest in a top laptop for data science from our list and take your data analysis to the next level. Our laptop for data science reviews will provide you with all the information you need to make an informed decision, so you can find the perfect laptop for your needs.

Shopper Informer

Table of Contents

Our Top Picks

02/27/2024 07:28 am GMT
Do you love analyzing data and discovering new insights? If so, you might be interested in a career as a data scientist. Data science is one of the most demanding and lucrative careers of the 21st century. As a result, it’s no surprise that there is a growing demand for laptops specifically designed for data science and analysis.

With so many options on the market, it cannot be easy to know which laptop is the best for your needs. That’s why we’ve put together a list of the best laptops for data science and analysis in 2022.

You’ll want to check out our list if you’re looking for a laptop that can handle data science applications and software. We cover several options below, from affordable Macbook to powerful Windows machines.

Keep reading to learn more and get recommendations on the best laptop for analysis and data science!

What is Data Science?

Data science is a field of computer science that deals with collecting, analyzing, and creating data. It is an interdisciplinary field encompassing statistics, machine learning, computational linguistics, and other information-processing approaches.

The goal of data science is to extract knowledge and insights from data, usually with the help of advanced computing techniques. Data science is closely related to fields such as statistics, artificial intelligence, and machine learning tasks, and it is often used interchangeably with these terms.

What to look for before buying laptops for data science

Data science is one of the essential fields today. If you are doing data science, you need to have a good laptop. While there are various factors to consider before buying a laptop for data science, we’ve broken down the most important things to look for in the following sections:

CPU

The CPU is the brain of your computer. It deals with all the calculations and tasks you do on your laptop. The performance of the CPU affects the overall speed of your laptop. Data scientists should pay attention to the CPU when buying their computers. The CPU executes all instructions given to it, so it needs to be robust so that data analysis can be quick. An ideal computer for data science has six or eight cores.

RAM

RAM is short for random access memory, the part of your computer that makes it possible to run multiple programs. You need more RAM if you plan on doing intensive work, like running large numbers of algorithms at once or working with large datasets. How much RAM do data analysts require? If you are doing a lot of data science and analysis, you will definitely want to get at least 16GB of RAM or more.

GPU

It is also critical for data scientists to have a high-quality graphics card (GPU) to visualize data effectively. Data scientists can use a powerful GPU to accelerate computations on large datasets or perform complex simulations involving multiple GPUs. Our recommendation for the best data science laptops is to have at least a Radeon RX 580 or GeForce GTX 1070.

Storage

Data scientists require a large amount of memory space to store data on their laptops when it comes to storing all of the data sets they will use in the future. Thus, we recommend buying a laptop with at least 512GB of storage.
Best Laptops for Data Science

Keyboard

Many data scientists need a keyboard to rely on when analyzing data. For this reason, you should ensure your laptop’s keyboard does not lag under pressure or cannot accommodate enough characters to type data sets without any typos. To do data science, you should buy a laptop with a chiclet-style keypad and an ergonomic backlit keyboard.

Display

Data visualization is essential for data scientists to understand to be able to do their work effectively. It is also important to consider display quality when purchasing a laptop for AI or big data. To see data more clearly and accurately, you’ll need a screen with a display resolution of at least 1080p.

Ports

You will often need to connect your laptop to different devices to perform your data science tasks. So, if you want to quickly connect the laptop to whatever device you want, you need a laptop with multiple ports. It is important to have USB-C, Thunderbolt, HDMI, and Ethernet ports on your data science laptop.

Touchpad

A good touchpad is also essential for data analysis work so that you can analyze data without hiccups. When choosing a laptop for data science purposes, it is essential to consider a laptop with a fast and accurate touchpad. It will ensure that you can interact with different data sets efficiently.

Connectivity

You need to be connected to the internet to work with data sets and perform analysis. So make sure your laptop has multiple connections, such as Ethernet, Wi-Fi, and Bluetooth. Also, check if your laptop has an SD card reader to read data from external devices like hard drives, flash drives, etc.

Weight

Weight is a significant factor when buying laptops for data science. Consider buying light laptops if you work in an office or heavy ones in the field. The best thing about weight is that it doesn’t matter how much it weighs if you can handle it easily.

Battery Life

Battery life is another important feature you should consider before buying a laptop for data science. It would help if you had a good laptop with long battery life as it will help you data science work for longer hours without recharging your battery every few hours.

Best Laptop for Data Science & Analysis

1
2021 Apple MacBook Pro (16-inch, Apple M1 Pro chip with 10‑core CPU and 16‑core GPU, 16GB RAM, 512GB SSD) – Space Gray
$2,244.95

Key Features

  • An impressive Liquid Retina XDR display
  • An incredible performance that surpasses the competition
  • Great speakers
  • Outstanding battery life
  • A 1080p webcam improves your appearance

Description

This Apple MacBook Pro (16-inch, 2021) is the best computer for data science and analysis. It is equipped with Apple's latest silicon, setting a new standard for MacBook performance. Its Liquid Retina XDR display makes just about anything you do on it look good. And the 1080p webcam on top makes video calling with friends and colleagues a pleasure.

MacBook Pro 2021 (16-inch) has a comfortable keyboard, high-quality speakers, and a battery life of more than 15 hours, and it is already one of the best MacBooks on the market. It makes it suitable for creative and data science professionals who need a powerful machine that can handle even the most demanding data analysis tasks. The M1 Pro and M1 Max processors offer up to 10 cores each, making it the most powerful MacBook Pro ever. 

Despite its lack of Touch Bars, MagSafe charging has been reintroduced. The port array has been augmented with some ports content creators will like. This laptop is the perfect choice for video editing, as it no longer relies on Touch Bars. It also comes with macOS Big Sur, the latest iteration of Apple's world-class operating system, which offers powerful new features and an intuitive interface that makes it easy to get work done.

Key Specifications

  • Processor: The Apple M1 Pro chip has a powerful 10-core processor
  • Operating system: OS X Big Sur
  • Weight: 4.7 lbs (2.1 kg)
  • Screen size: 16.2 inches (also available in 14.2 inches)
  • Memory: 16GB, 32GB, or 64GB (tested 32GB)
  • Storage: 512GB, 1TB, 2TB, 4TB, or 8TB versions
  • Graphics: Integrated 16-core GPU
  • Battery life: 14 hours of wireless connectivity
  • Display: 3,456 x 2234 XDR display
  • Ports: 3 Thunderbolt 4 (USB-C), 3 MagSafe 3, 2 HDMI 2.0 ports, 1 SD card slot, Micro USB port
Pros:
  • Powerful performance
  • Long battery life
  • Good display
  • Solid build quality
Cons:
  • Expensive
  • Limited upgradability
  • No Thunderbolt 3 port
  • Poor webcam placement
  • No Touch Bar
Check on Amazon
02/27/2024 07:28 am GMT
2
ROG Strix G17 Gaming Laptop, 17.3" 144Hz 3ms FHD IPS Level, NVIDIA GeForce RTX 2070, Intel Core i7-10750H Processor, 16GB DDR4, 512GB PCIe SSD, Wi-Fi 6, G712LW-ES74

Key Features

  • Easily portable, compact, and light
  • Long battery life
  • An option for IPS refresh rates of 300Hz
  • Unparalleled seamlessness
  • Future-proof specs

Description

ASUS ROG Strix G17 is a VR-ready gaming laptop, but it's also the best for multiple data science tasks and research. It has a 17.3-inch screen with a Full HD resolution that supports HDR video playback. The built-in NVIDIA GeForce RTX 3050 graphics card makes it one of the top choices for students looking to do some light gaming. In addition, the laptop comes with a backlit keyboard, which makes it easier to work in dim lighting conditions.

The ASUS ROG Strix G17 has an Intel Core i7 processor with 16GB of RAM and 1TB hard drive storage space, which comes in handy when dealing with large data sets and heavy data processing requirements. It also runs on Windows 10 Home operating system, which is ideal for students who want to use their laptops for academic and entertainment purposes.

It is worth considering an affordable laptop that can handle intense workloads.

Key Specifications

  • Processor: Intel Core i7 processor
  • Operating system (OS): Windows 11 Home
  • Weight: 5.95 lbs
  • Screen size: 17.3 Inches
  • Memory: 16 GB
  • Storage: 1TB PCIe SSD
  • Graphics: NVIDIA GeForce RTX 3060 6GB GDDR6
  • Battery life: 6 hours
  • Display: 1920X1080 pixels
  • Ports: USB 2.0, USB 3.0, HDMI


Check on Amazon Check on Walmart
3
Lenovo Legion 5 Gen 6 17 Gaming Laptop 17.3" FHD IPS (300 nits) AMD Octa-Core Ryzen 7 5800H (Beat i7-11375H) 16GB RAM 512GB SSD GeForce RTX 3060 6GB Backlit Keyboard USB-C Win11 + HDMI Cable

Key Features

  • High SSD storage
  • Ryzen CPUs are capable of handling demanding workloads
  • MUX switch
  • RTX 3070 GPU options are available with this GPU
  • CPU and GPU do not exhibit any noticeable throttling
  • A removable memory and storage device

Description

It's no secret that gaming laptops are hot data science and data analytics commodities. They're powerful and fast. With its AMD Ryzen 7 5800H octa-core processor and 16GB of RAM, this laptop can handle any gaming task you throw at it. The GeForce RTX 3060 6GB graphics card provides the power you need to play the latest games in beautiful 1080p HD resolution.

The 17.3" FHD IPS display has 300 nits brightness and offers stunning image quality and color performance. It runs on Windows 11 Pro operating system and has USB Type-C ports and Thunderbolt 3 ports for connecting high-end peripherals like mice, keyboards, monitors, and more.

This laptop offers superior storage options, incredible sound quality, and an HD 720p camera with E-Shutter. Plus, it comes in a fantastic Phantom Blue color. It has a good battery life and is rated at 8 hours on a single charge, which should be enough for most users who want to use their laptops for work purposes during the day without having to plug it in at night or early morning hours.

Key Specifications

  • Processor: AMD Ryzen 7 5800H octa-core processor
  • Operating system: Windows 11 Home
  • Weight: 6.57 lbs
  • Screen size: 17.3 inches
  • Memory: 8 GB DDR4 3200MHz
  • Storage: 256 GB PCIe SSD
  • Graphics: Dedicated NVIDIA GeForce RTX 3060 6GB
  • Battery life: 8 hours
  • Display: FHD (1920 x 1080) IPS pixels


Check on Amazon Check on Walmart
4
Alienware X14 R1 Laptop i7-12700H 32G 1TB RTX 3060 14" FHD 144Hz
$1,548.00

Key Features

  • A powerful, high-speed Core i7 "Alder Lake" processor
  • Long-lasting battery
  • Compact design
  • Fast processing speed
  • Gamers will enjoy a consistent 60fps+ experience with the RTX 3060
  • Three USB-C ports provide wide connectivity

Description

Alienware x14 Gaming Laptop is a great laptop if you want to play video games while still handling data science workloads. Since Alienware laptops are known for their gaming features, this model has excellent features to make your gaming experience immersive.

It has features that allow it to stand out from the competition. With an Intel Core i7-12700H processor, 32GB of RAM, and 1TB of storage, this laptop has the power to handle even the most demanding tasks. The RTX 3060 graphics card provides exceptional visuals, while the 144Hz refresh rate ensures smooth and responsive gameplay.

There's no need to worry; this won't affect your data science tasks. Using machine learning algorithms, you can also use Alienware x14 to analyze and learn data. In any case, data scientists also enjoy using gaming laptops for data analysis! If you plan on handling your personal data science projects, you'll have no problem.

Key Specifications

  • Processor: ‎4 GHz core i7
  • Operating system: Windows 11 Home
  • Weight: 4.06 pounds
  • Screen size: ‎14 Inches
  • Memory: 16 GB up to 32GB
  • Storage: ‎1 TB SSD
  • Graphics: ‎NVIDIA® GeForce RTX™ 3060 GB GDDR6
  • Battery life: 6 hours
  • Display: ‎1920x1080 Pixels


Check on Amazon Check on Walmart
02/27/2024 07:26 am GMT
5
2022 Apple MacBook Air Laptop with M2 chip: 13.6-inch Liquid Retina Display, 8GB RAM, 256GB SSD Storage, Backlit Keyboard, 1080p FaceTime HD Camera. Works with iPhone and iPad; Midnight
$1,024.39

Key Features

  • Lightweight and slim
  • Retina display with more excellent brightness and larger size
  • Battery lasts for up to 18 hours
  • 1080p webcam
  • Reliable macOS

Description

The M2 MacBook Air (2022) is an excellent laptop for Data Science, Analytics, and Research. It has a strong performance, but it still needs to be more powerful than the latest models of Apple. The M2 MacBook Air (2022) is available in both Intel Core i5 and i7 processors, making it suitable for work and entertainment.

The new MacBook Air has many features that make it an ideal choice for data analysis students and busy professionals. It is lightweight and portable yet powerful enough to handle all your everyday tasks. The Retina display is crisp and clear, while the FaceTime HD camera is perfect for video calls and selfies. The backlit keyboard makes it easy to type in low light, and the 8GB of RAM ensures a smooth and responsive experience.

The operating system on this laptop is macOS Big Sur, which allows you to run all your favorite software applications quickly without any problem. Many valuable features make this laptop ideal for data entry, data analysis, and research.

The battery life on this laptop is good enough to last 2-3 hours, depending on how much you use it. You can charge the battery using the included charger or USB ports on your computer or laptop keyboard/mouse when connected to each other with an adapter cable or charging station.

Key Specifications

  • Processor: Apple M2
  • Operating system: macOS Big Sur
  • Weight: 2.7 pounds
  • Screen size: 13.6-inch
  • Memory: 8GB
  • Storage: 512GB SSD
  • Graphics: Apple 8-core GPU
  • Processing power: 14 hours
  • Display: 2560 x 1664


Check on Amazon Check on Walmart
02/27/2024 07:53 am GMT

FAQs

What makes a good laptop for data science?

A good laptop for data science should have a powerful processor, sufficient RAM, and a dedicated graphics card to handle the complex applications and software required for this field. It should also have ample storage capacity and a high-quality display for working with large datasets.

Which operating system is better for data science, Mac or Windows?

Both Mac and Windows operating systems have their pros and cons when it comes to data science. Macbooks are known for their reliability and user-friendly interface, while Windows machines offer more flexibility and compatibility with a wider range of software. Ultimately, the choice between the two comes down to personal preference and the specific needs of the user.

How much RAM do I need for data science?

For data science, it’s recommended to have at least 16GB of RAM to ensure smooth performance when running complex applications and software. However, if you’re working with particularly large datasets or running multiple programs simultaneously, you may want to consider a laptop with 32GB of RAM or more.

What is the best laptop for data science on a budget?

If you’re on a budget, the Acer Aspire 5 is a great option for a laptop for data science. It has a powerful AMD Ryzen 5 processor, 8GB of RAM, and a dedicated NVIDIA graphics card, all at a relatively affordable price point.

Can I use a gaming laptop for data science?

Yes, gaming laptops can be a good option for data science because they typically have high-end specs, such as powerful processors and dedicated graphics cards, that are also well-suited for running data science applications and software. However, they may be more expensive than other options and may not be as portable or user-friendly.

Final Thought

In conclusion, the best laptop for data science and analysis is the MacBook Pro 16-inch. It has a powerful processor, plenty of storage, and a large screen perfect for data analysis. It is also lightweight and has a long battery life, making it ideal for traveling. So if you are in the market for a new laptop, the MacBook Pro 16-inch is the best data science and analysis option.

Related Categories: Electronics, Computers & Accessories, Laptops
Tags: Guide

Best Sellers

Related Content: