Programs

Top 10 Best laptops for Data Science in 2024 [Specs, Price]

Introduction to Data Science Laptops

Data science laptops are designed to handle complex and demanding data analysis, machine learning, and statistical modelling tasks. According to a report, the demand for data scientists is expected to increase by 36% between 2021 and 2031, a growth rate that surpasses the average for all occupations. This implies that the demand for laptops for Data Science is expected to increase significantly in the upcoming years.

Data science laptops are equipped with high-performance processors, ample memory, and advanced graphics capabilities, enabling them to handle large datasets and run complex algorithms seamlessly.

A conventional laptop might not best serve your data science tasks. To buy the best laptop for data science, you must carefully analyse its specs. 

Let’s take a look at the data science laptop requirements and explore a few laptop options. 

Check out our free technology courses to get an edge over the competition.

Factors to Consider When Choosing a Laptop for Data Science

Choosing the best laptop for data science requires careful consideration of numerous significant factors. Here are some of the most significant considerations when choosing a laptop for data science:

Processor

A powerful processor ensures fast and smooth performance, essential for handling complex data analysis and modelling tasks. Upgrading to newer processors can significantly enhance power efficiency, processing power, hardware compatibility, and thermal management.

Consider AMD’s 5000 Series and Intel’s 11th-generation processors, which are now widely available. 

RAM

Data science involves working with large datasets that require a lot of memory. To ensure smooth multitasking and processing of huge data sets, look for a laptop with at least 16GB of RAM or more.

Learn data science certification course Online

Storage

Choose a laptop with ample storage capacity, as data science applications require significant storage space. Consider a laptop with a Solid State Drive (SSD), which provides faster data access and retrieval than a traditional Hard Disk Drive (HDD). Upgrading to an SSD (Solid State Drive) can significantly reduce boot-up and program launch times.

Graphics 

A dedicated graphics card is essential for running high-performance data science applications like deep learning and machine learning. If you intend to use a laptop for deep learning tasks, we recommend purchasing one with an NVIDIA GPU. GPUs with a GTX 1650 or higher are advised.

Display

A high-resolution display is important for data visualisation and analysis. Go for a 15-inch or larger laptop with a high resolution, such as 1920×1080 or greater.

Battery life

Data science involves long work hours, and a laptop with good battery life can ensure uninterrupted productivity. Ensure to go for a laptop with a battery life exceeding 8 hours.

Top 10 Best Laptops for Data Science in 2023

Listed below are the top 10 laptops for data science.

1. ASUS ROG Strix G17

The ASUS ROG Strix G17 laptop is one choice for your data analysis task.

Initially designed for gaming, this laptop can deliver a punch thanks to its processing strength. Due to this, it is preferable to perform comprehensive data analysis for your data science initiatives.

As a data scientist searching for a laptop for data science work, it’s important to look for a device with ample processing power.

Pricing: Rs. 84,989

Features  Specifications 
Operating System Windows 11 Home
CPU AMD Ryzen 7 5800H 8-Core
Storage 1TB PCIe SSD
RAM 16GB (upgradable to 64GB)
Battery Life Up to 6 hours

2. Dell XPS 17

The Dell XPS17’s touchscreen technology might require users to get used to it for smooth access; however, it makes scrolling and other aspects of screen interaction easier. The XPS17 has by far the finest image quality of any device on our list. 

Pricing: Rs. 3,39,990

Features  Specifications 
Operating System Windows 10
CPU Intel i9-12900HK
Storage 1TB 
RAM 32GB 
Battery Life 9 hours average

3. Apple MacBook Pro

If you’re a data analyst, you should focus on CPUs with several cores, and the new MacBook Pro has 6. The 512 GB SSD on this MacBook Pro is overly quick and offers data scientists and analysts more than enough storage space.

This MacBook’s AMD Radeon Pro 5300M GPU uses 4 gigabytes of onboard VRAM. The 16-inch screen from Apple with its 3072×1920 pixel resolution prevails in terms of display. 

Pricing: Rs. 1,99,900

Features  Specifications 
Operating System Mac OS Catalina
CPU 2.6GHz Intel Core i7 (9th gen)
Storage 512 GB SSD
RAM 16GB 
Battery Life 11 hours

Explore our Popular Data Science Courses

4. 2023 Lenovo ThinkPad T490

This laptop has all the powerful specs needed to run huge data sets and the ability to support a Unix-like environment smoothly. This is the best option to install Linux Distros on a Windows laptop.

You can customise this laptop’s RAM (8–40GB) and processor to meet your demands. However, those who want to work on parallel computing for deep learning, machine learning, or neural networks should not use this laptop because a dedicated GPU is missing from ThinkPads.

Pricing: Rs. 1,21,401

Features  Specifications 
Operating System Windows 10 Professional
CPU Intel Core i5-8265U up to 3.9 GHz
Storage 256GB-2TB SSD (different for different devices)
RAM 16GB DDR4 RAM
Battery Life 16 hours approximately

5. Acer Nitro 5

The design is simple, with a complete keyboard that is backlit and an HD display that refreshes at a rate of 144Hz. 

You can also choose from NVIDIA GPUs (we suggest the NVIDIA GeForce RTX 3050Ti) and an Intel i5 or i7 CPU (we suggest the i7; the i5 is inappropriate for people who work in data science).

Pricing: Rs. 63,300

Features  Specifications 
Operating System Windows 10
CPU Intel i5 11300H
Storage 512 GB
RAM 8 GB 
Battery Life 8 hours approximately

Top Data Science Skills to Learn

6. Razer Blade Pro 17

The chipset in this Razer Blade Pro 17 is the top-tier Intel Core i7-9750H. This laptop’s 6 gigabytes of usable VRAM and NVidia GeForce RTX 2060 GPU make it the best laptop for data analytics.

In addition, there is a quick 12 GB SSD storage device with dual-channel upgradeability. This laptop’s 17.3-inch display is a useful addition for data analysts. Most people use an additional screen to work, but this laptop boasts a 17.3-inch 1080p panel, rendering it the finest substitute.

Pricing: Rs. 3,00,000

Features  Specifications 
Operating System Windows 10
CPU 2.6GHz Intel Core i7-9750H
Storage 1TB
RAM 512 GB SSD
Battery Life 6 hours approximately

7. Lenovo Legion 5 Gen 6 (17″ AMD) Gaming Laptop

Lenovo’s new Gen 6 series, which includes the AMD RyzenTM 5 5600H Processor (upgradable to the 5800H version), guarantees extraordinary processing power.

This laptop is a great option for storing massive datasets due to its substantial SSD storage capacity. This is one of the best laptops for data scientists, offering some of the most in-demand specs. 

Pricing: Rs. 75,999

Features  Specifications 
Operating System Windows 11 Home/ Windows 11 Pro
CPU AMD Ryzen™ 5 5600H Processor
Storage 512 GB SSD
RAM 8 GB
Battery Life 8 hours approximately

8. Alienware M15 R6

Another excellent laptop at a fair price is the Alienware M15 R6, renowned for its command centre technology, which gives users more control over the hardware. 

This is the only laptop that can match the HD picture quality for streaming or gaming, thanks to the 360Hz refresh rate. 

Pricing: Rs. 1,94,990

Features  Specifications 
Operating System Windows 11 
CPU Intel i7-11800H
Storage 1TB
RAM 32 GB
Battery Life 4 hours approximately

9. MSI GS65

The MSI GS65 is the ideal laptop for data analysis as its features make it stand out. The Cooler Boost Trinity on this laptop helps increase airflow and pressure for better cooling performance.

The glass touchpad in this laptop offers an enormous surface area and looks fantastic. The RTX 2070 and GTX 1070 are the two GPU options that are currently available.

Pricing: Rs. 2,49,390

Features  Specifications 
Operating System Windows 11 
CPU Intel i7-11800H
Storage 1TB
RAM 32 GB
Battery Life 4 hours approximately

10. Acer Swift 3

This Acer Swift 3 laptop is ideal if you’re new to data analysis and want to learn more about data mining, visualisation, and prototyping limitations. This laptop offers an NVIDIA GeForce MX 150 graphics card with a maximum VRAM capacity of 2 gigabytes.

Pricing: Rs. 59,999

Features  Specifications 
Operating System Windows 11 Home 64-bit 
CPU 1.8GHz Intel Core i7-8565U
Storage 1TB
RAM 256 GB SSD
Battery Life 11 hours approximately

Conclusion

As a result of the advancement of data and analytics, data science now requires a laptop that works well regarding CPU power, speed, battery capacity, and other aspects. As a result, the aforementioned best laptops for data science offer exceptional quality and power. 

If you want to make a career in data science, check out upGrad’s Executive DBA program in Data Science from SSBM. This course has been designed for working professionals who want to excel in the in-demand domain of data science. 

The programme is taught by leading faculties and industry experts, helping you equip yourself to participate in the competitive market. With the professional business analytical skills taught in this course, you will be well-prepared to conquer real-life scenarios. 

How much RAM is necessary for a data science laptop?

A minimum of 8 GB of RAM is needed for data science; any less will make it difficult to create many of the most advanced machines currently available. You can always upgrade to 64 GB or more.

What is the ideal display size for data science laptops?

It must have a 15.6- or 17.3-inch display. Do not descend any lower. Buy larger screens or monitors and connect them to the computer. The display should have a full HD (1080p) or HD (720p) resolution.

Is it necessary to use the laptop for data science?

A: If you study data science, you usually work on your projects on a laptop. Data scientists demand powerful computers with plenty of memory to perform their duties efficiently.

Want to share this article?

Leave a comment

Your email address will not be published. Required fields are marked *

Our Popular Data Science Course

Get Free Consultation

Leave a comment

Your email address will not be published. Required fields are marked *

×
Get Free career counselling from upGrad experts!
Book a session with an industry professional today!
No Thanks
Let's do it
Get Free career counselling from upGrad experts!
Book a Session with an industry professional today!
Let's do it
No Thanks