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Best Laptops for Machine Learning in 2022

Machine Learning is growing like a hot cake, with a large number of brands focusing on it. Our List of Best Laptops for Deep Learning in 2022.

Data scientists, machine learning practitioners, and deep learning practitioners constantly look for cutting-edge technologies. Because of this, we looked at almost all good laptops to present our list of the Best Laptops for Machine Learning, Deep learning, and data science.

There are a lot of things to take into consideration when buying a laptop for any purpose. This leaves you in the dark, which can cause confusion, and you don’t know what to buy. Consider the hassle of purchasing a laptop for machine learning if you think buying a regular laptop causes so much confusion.

Nowadays, there are different configurations of laptops depending on your requirements. Some with powerful graphics are perfect for machine learning, and laptops with faster processors and reasonable amounts of memory are some of the best. However, what requirements do you look for when selecting a machine learning laptop? We have dedicated this article to comparing all the essential features you will require in a machine learning laptop, which is why this is a review article.

By reading the review, you will learn the pros and cons of the different laptops. So, you can make a buying decision based on this information. You can choose from these top recommendations if you are in a hurry.

Recommended: Best Laptops for Data Science

Top 10 Best Laptops for Machine Learning

In the article, we have compiled a list of 10 laptops suitable for machine learning and deep learning based on the specification requirements for machine learning laptops.

RECOMMENDED
Razer Blade 15 Gaming Laptop: NVIDIA GeForce RTX 3070 Ti - 12th Gen Intel 14-Core i7 CPU - 15.6”...
BEST MACBOOK FOR AI
2021 Apple MacBook Pro (16-inch, Apple M1 Pro chip with 10‑core CPU and 16‑core GPU, 16GB RAM,...
BEST VALUE PICK
Lenovo - Legion 5 - Gaming Laptop - AMD Ryzen 7 5800H - 16GB RAM - 512GB Storage - NVIDIA GeForce...
Name
Razer Blade 15
Apple Macbook Pro 16
Lenovo Legion 5
Display
15.6-inch QHD (240Hz)
16-inch QHD+
15.6-inch Full HD (165Hz)
Processor
Intel Core i7-12800H
Apple M1 Pro
AMD Ryzen 7 5800H
GPU
Nvidia RTX 3070Ti
Integrated 16-core
Nvidia RTX 3050Ti
RAM
16GB DDR5
16GB LPDDR5
16GB DDR4
Storage
1TB SSD
1TB SSD
512GB SSD
RECOMMENDED
Razer Blade 15 Gaming Laptop: NVIDIA GeForce RTX 3070 Ti - 12th Gen Intel 14-Core i7 CPU - 15.6”...
Name
Razer Blade 15
Display
15.6-inch QHD (240Hz)
Processor
Intel Core i7-12800H
GPU
Nvidia RTX 3070Ti
RAM
16GB DDR5
Storage
1TB SSD
BEST MACBOOK FOR AI
2021 Apple MacBook Pro (16-inch, Apple M1 Pro chip with 10‑core CPU and 16‑core GPU, 16GB RAM,...
Name
Apple Macbook Pro 16
Display
16-inch QHD+
Processor
Apple M1 Pro
GPU
Integrated 16-core
RAM
16GB LPDDR5
Storage
1TB SSD
BEST VALUE PICK
Lenovo - Legion 5 - Gaming Laptop - AMD Ryzen 7 5800H - 16GB RAM - 512GB Storage - NVIDIA GeForce...
Name
Lenovo Legion 5
Display
15.6-inch Full HD (165Hz)
Processor
AMD Ryzen 7 5800H
GPU
Nvidia RTX 3050Ti
RAM
16GB DDR4
Storage
512GB SSD

1
Razer Blade 15 (Best Laptop for Machine Learning)

It is our top recommended laptop for Machine Learning and is the first on our list. A Core i9-12900H processor is included with this version of Razer Blade, and it features a 12th generation Intel Core i9 14-core processor. This CPU is great for machine learning, and it performs well on laptops. With an aluminum body and Razer logo on the front of the cover, the Razer Blade stands out. This thin device is durable and portable with its 8.82-pound weight and 15.6-inch screen

Razer Blade 15
Razer Blade 15

  • Display: 15.6-inch 2560 x 1440p (240Hz)
  • Processor: Intel Core i7-12800H
  • GPU: RTX 3070Ti 8GB GDDR6 VRAM
  • RAM: 16GB DDR5 4800MHz
  • Storage: 1TB NVMe SSD

The computer is equipped with 32GB DDR5 RAM and one 1TB SSD, making it ideal for machine learning applications. It is equipped with an NVIDIA GeForce RTX 3080 Ti GPU. Bringing the flagship performance of Titan GPUs to laptops for the first time, the RTX 3080 Ti comes with 16GB of the most powerful GDDR6 memory ever designed for laptops and delivers better performance than the Titan RTX desktop graphics card.

A Razer laptop is one of the Best Laptops for Machine Learning because a quality laptop company produces it. It features a 4K UHD 144Hz display. With a fast 144Hz refresh rate, creators can now bring their creative visions to life with crystal clear, buttery smooth visuals.

It’s very comfortable to use the keyboard. Considering that it is quite shallow, it would seem that it would be somewhat tricky to use, but the keys are pretty springy. To avoid making too many mistakes, it isn’t necessary to use too much force to push your finger down on a key. Razer Blade 15 is not designed specifically for gamers despite being a gaming laptop. This laptop features a sleek aluminum design, giving it an elegant and minimalist aesthetic that professionals will appreciate.

Pros
  • Excellent Build Quality
  • Performance with smooth graphics
  • Featuring the latest generation of processors
  • The most powerful graphics card
Cons
  • Costly

2
Apple Macbook Pro 16 (Best Macbook for AI)

The Apple Macbook Pro 16 has always had a good reputation in terms of laptop performance. The lightweight technology of this application makes it an optimal choice for high-end users who plan to operate this application on a transit system at all times. This desktop computer will find an 8TB SSD drive, a 16-inch retina display, and up to 64GB of RAM.

DISCOUNT $300.00
Apple Macbook Pro 16
Apple Macbook Pro 16

  • Display: 16-inch 3456 x 2234 pixels
  • Processor: Apple M1 Pro
  • GPU: 16-core
  • RAM: 16GB LPDDR5
  • Storage: 1TB NVMe SSD

In addition, the M1 Pro is a little lighter than previous versions, weighing only 2.1kg (4.7 lbs). With Apple M1 Pro and M1 Max processors and a 32-core GPU, it offers up to 4x more graphics performance compared to previous generations. This laptop is perfect for use with Machine Learning projects. Additionally, the computer uses up to 10 cores of processing power, so professional workflows can be sped up by up to 2x. This software is excellent in graphics, and you will be able to see every detail of your work on the display.

This latest generation of Apple’s laptop is one of the best laptops for machine learning work due to its powerful processor and great graphics capabilities. Due to its 32GB RAM and 1 TB SSD storage, this laptop is ideal for designers who need to handle large files. There is still enough space on the keyboard of the Apple MacBook Pro, which has a 16-inch display for work with machine learning.

A backlit keyboard is included with this MacBook Pro, making it a comfortable computer to use. You can type quickly and accurately with this keyboard. In addition to its spacious touchpad, this computer makes it easy to move the cursor around when working on your project. The laptop’s battery is said to have an average life of 21 hours, so you can comfortably work all day without worrying about running out of charge. The Apple MacBook Pro is one of the Best Laptops for Machine Learning if you are looking for a powerful laptop that will last you through hours of creative work.

Pros
  • Improved design
  • A beautiful display
  • Apple’s most advanced laptop
  • An HD webcam
  • Enhanced machine learning
Cons
  • It’s a bit pricey

3
Lenovo Legion 5 (Best Value Pick)

In my opinion, the Lenovo Legion 5 was one of the best laptops for machine learning in 2021. Despite that the newest version of the Legion does not embrace any new ideas, it is designed in the same manner as previous versions. The AMD Ryzen 7 5800H processor can handle up to 8 cores of performance for greater gaming performance. 

DISCOUNT $90.00
Lenovo Legion 5
Lenovo Legion 5

  • Display: 15.6-inch 1920 x 1080p (165Hz)
  • Processor: AMD Ryzen 7 5800H
  • GPU: NVIDIA RTX 3050Ti 4GB GDDR6
  • RAM: 16GB DDR4 3200MHz
  • Storage: 512GB NVMe SSD

This model has a fantastic FHD screen. The Legion 5 gaming laptop’s 15.6″ FHD (1920 x 1080) IPS display is designed for full-fidelity gaming with speed and color accuracy. Viewing angles are excellent. The Legion 5 is what you might expect in terms of size and weight. 

Dimensionally, it measures 21.2 x 13.5 x 3.3 inches and weighs 8.48 pounds, putting it among the best of its kind. This model has relatively thin bezels as well. It is normal for a laptop of this size to have a thicker bottom bezel, as most 15″ laptops do. An HD webcam is integrated into the top bezel and the lip for video conferencing, working from home, and online classes. The processor features an octa-core with a top speed of 4.4Ghz and a base clock of 3.2Ghz.

In addition, the Lenovo TrueStrike keyboard makes the Legion 5 hard to quarrel with. In terms of its size, the laptop features a full-sized keyboard with a numeric keypad and cursor keys, which are separated slightly from the main keyboard.

Phantom Blue is a dark blue color, and the laptop is entirely made of plastic. Phantom Blue and black accents are the secondary colors. The combination looks nice. There are 4 zones of RGB illumination on the keyboard. As for the software, it’s not the best for changing things and offers limited features.

Pros
  • High-quality construction
  • An excellent keyboard and trackpad
  • Good CPU performance
  • Options for upgrading
  • Long battery life
Cons
  • Webcam is lousy
  • Low-quality speakers

4
Dell XPS 15 (Powerful & Portable)

The Dell XPS 15 is one of the best laptops for machine learning that comes with the great build quality and a superb keyboard. The Dell XPS 15 is among the best laptops for machine learning, and great speakers and a large screen make it one of the best laptops for machine learning.

Dell XPS 15
Dell XPS 15

  • Display: 15.6-inch Full HD IPS
  • Processor: Intel Core I7-11800H
  • GPU: Nvidia RTX 3050 4GB VRAM
  • RAM: 16GB DDR4
  • Storage: 512GB SSD

This laptop still has one of the most pleasing looks in its class, despite its narrow screen bezels and nicely arranged ports and vents. This is a bit heavier than the other lightweight options out there, and the laptop has rigid aluminum lids and a very well-made rest. In summary, this is a highly well-constructed laptop. Overall, the laptop measures 29 x 29 x 29 inches.

There are no exceptions to the thin screens of the XPS line, including the top and side bezels. XPS 15 appears to have an OLED display with a resolution of 3,456 x 2,160 pixels, which is also quite impressive. The Lenovo ThinkPad range is undoubtedly the gold standard in terms of productivity, but Dell’s effort does not let the bar down, thanks to its solid and precise typing action and properly sized keys.

The system is equipped with a fanless Intel Core i7-11800H processor running at 1.9GHz, paired with 32GB of RAM and an Nvidia RTX 3050 Ti graphics card. This combination makes the XPS 15 a powerful laptop that can be used for even some of the most intense multimedia tasks. The unit remained cool and quiet even when faced with heavy workloads, and its high power consumption reduced battery life.

Pros
  • A stunning screen
  • The keyboard is excellent
  • Easy-to-use design
Cons
  • High-priced
  • Average battery life

5
Asus Vivobook Pro 15 (Best Ultrabook for Machine Learning)

Asus Vivobook Pro 15 is also one of our top 10 picks. The VivoBook Pro 15 series offers two screen options based on the aspect ratio that you prefer. A matte IPS display and a glossy OLED screen, both of which have an FHD resolution and are not touchscreen-equipped. In addition to its 400-nit brightness and excellent black levels, it offers 100% DCI-P3 color coverage, making it a perfect display for everyday use and creative work. It provides a wider color gamut than its predecessor.

Asus Vivobook Pro 15
Asus Vivobook Pro 15

  • Display: 15.6-inch 1920 x 1080 FHD
  • Processor: AMD Ryzen 7 5800H
  • GPU: Nvidia RTX 3050 4GB GDDR6
  • RAM: 16GB DDR4 3200MHz
  • Storage: 512GB NVMe SSD

The VivoBook Pro 15 is by no means the lightest notebook in its class, with a weight of approximately 3.7 pounds/1.7 kilograms in this configuration. As a result, Asus offers affordable and powerful options for this laptop. Asus offers affordable versions with Radeon graphics or more powerful ones with AMD Ryzen 7 5800H Processor and RTX 3050 graphics. Both are perfectly capable of handling multitasking and the workloads of daily life and school/work, and the occasional game.

We use the mainstream Ryzen 7 5800H processor in our configuration, which is built on a full-powered AMD Ryzen platform. Moreover, this laptop has an Nvidia RTX 3050 GPU, capable of power consumption of 35W and as much as 50W when the Dynamic Boost feature is activated.

AMD’s variant reviewed here has a well-designed and well-built design that offers decent inputs and IO. Also featured are a large battery, a big display, and a punchy display with excellent contrast. In terms of its size, you may notice from the bezels surrounding that 16:9 screen. A full keyboard and trackpad are included on the device, and a spacious trackpad makes for an excellent machine.

Pros
  • Lightweight and well-built
  • IPS matte screen or punchy OLED screen
  • Thermals and noise levels are excellent
  • Low prices
Cons
  • Dedicated USB-C data port

6
Asus Zenbook 14X (Lightweight Body)

In contrast to some of the other laptops I’ve reviewed recently, the ZenBook 14X OLED has a more luxurious aesthetic. A variety of bezels surround the display of the ZenBook 14X OLED, creating a portable laptop. However, the angles on the ZenBook 14X OLED are more aggressive, particularly on the lower edge of the lid and the margins along the sides and rear edges.

Asus Zenbook 14X
Asus Zenbook 14X

  • Display: 14-inch 2880 x 1800p OLED
  • Processor:Intel Core i7-1260P
  • Graphics: ‎NVIDIA GeForce MX550
  • RAM: 16GB DDR5
  • Storage: 512GB NVMe SSD

This laptop is equipped with an Intel Core i7-1260P, a powerful CPU popular on thin and light laptops. In addition to that, the ZenBook sports a fast SSD that stores 1TB of data and Nvidia’s GeForce MX550 graphics. In comparison to the IdeaPad, the ZenBook is only a little heavier at 3.09 pounds.

In addition to the 14-inch OLED screen, the ZenBook 14X OLED is available in a few configurations that can be configured in the business-friendly 16:10 aspect ratio. Depending on your needs, you can choose from a 4K+ (3,840 x 2,400) display, a WQXGA+ (2,880 x 1,800) touchscreen display, or a non-touch WQXGA+ screen. The users of this monitor will enjoy it, whether they’re productivity users, media consumers, or even creators. I found that its wide colors were 97% of AdobeRGB and 100% of sRGB, and its accuracy of those colors was 1.2, which is a very good DeltaE value. 

Recent Asus keyboards have featured keycaps and layouts that look like those of HP’s Spectre line. Similarly, the right-hand side of the keyboard has the same key spacing and row of movement keys. With its wide format and no use of the palm rest, the touchpad takes up no space on the device.

With 63 watt-hours of battery life, the ZenBook 14X OLED boasts good battery life for a 14-inch laptop. Nevertheless, the OLED display is high-definition and power-hungry, and there is no low-power CPU option, so I expected standard battery life.

Pros
  • Stunning OLED display
  • Exceptional build quality
  • A great keyboard
  • High productivity performance
Cons
  • Battery life is average
  • A little pricey

7
Acer Predator Helios 300 (Budget Laptop for AI)

This device from Acer comes with more advanced and promising features. Compared to the previous Acer Helios series, its successor has more advanced and promising features. With a 15.6 inches display, the Predator Helios 300 has a standard size measure of 14.31 x 10.04 x 0.9 inches and weighs 5.07 pounds. 

DISCOUNT $94.99
Acer Predator Helio 300
Acer Predator Helio 300

  • Display: 15.6-inch 1920 x 1080p (144Hz)
  • Processor: Intel Core i7-11800H
  • Graphics Card: NVIDIA GeForce RTX 3060
  • RAM: 16GB DDR4 3200MHz
  • Storage: 512GB NVMe SSD

This is also considered one of the best laptops for machine learning. There is a 6GB GeForce RTX 3060 GPU in the Acer Predator Helios 300. Besides the Intel Core i7-11800H processor, the 512GB solid-state drive has eight cores and 16GB of RAM. The PC is also preinstalled with Windows 10 Home. If you’re in a creative career and plan on working remotely, a laptop with 16GB of RAM is a great option due to its multitasking ability.

We were able to play almost any game smoothly on our review unit’s 144Hz high-refresh-rate screen, including esports. The Predator Helios 300 is ideal for gamers thanks to its powerful performance, colorful display, and comfortable keyboard.

 With a battery life of 3 hours and 24 minutes, it is a bit ahead of the average for gaming laptops. Left-side of the device are two USB 3.2 Gen 1 Type-A ports and a Killer E2600 2.5Gbps Ethernet port, and an audio combo port. Wireless connectivity options include WiFi 6 and Bluetooth 5.

Although it has a thin and light design, there is an additional port on the right edge that accepts a USB Type-A, USB Type-C device, and a second charging port when the device is shut off. The video output options range from mini-DisplayPort 1.4 to HDMI 2.0b.

Pros
  • An excellent performance
  • Powerful hardware
  • Options for configuring
Cons
  • Angular chassis corners

8
ASUS ProArt StudioBook 16 (Professional Workstation)

Asus Studiobook 16 OLED is one of our favorite laptops for Machine Learning. In addition to offering a great combination of performance, build quality, portability, and affordability, its usability, and creative design set it apart from most other Machine Learning laptops.

Asus ProArt StudioBook 16
Asus ProArt StudioBook 16

  • Display: 16-Inch QHD+
  • Processor: AMD Ryzen 7 5800H
  • Graphics: Nvidia RTX 3060
  • RAM: 32GB LPDDR4X
  • Storage: 1TB NVMe SSD

A Samsung RGB OLED screen on Asus’ ProArt Studiobook 16 laptop displays a maximum resolution of 2560 x 1600 pixels on a 16-inch display. Along with this, it also has a long list of great features.

A ProArt Studiobook 16 computer features a display with an OLED screen with realistic visuals, AMD R7 5800H processor, and NVIDIA Geforce RTX 3060 GPU. In addition, this model supports SDRAM up to 16GB, 1TB RAID0 PCIe NVMe SSDs, and 32GB DDR4 memory. 

The Studiobook 16 includes quite a few ports but is still exceptionally thin and well-built, with virtually no screen flex and an excellent design. In addition to emitting 70% less blue light, ASUS OLED laptops provide greater visual comfort. A laptop measuring 14.25 x 10.39 x 0.78 inches and weighing 5.29 pounds is considered relatively lightweight. 

The Studiobook 16 features a large keyboard with a low-profile design and a glass trackpad that feels great in hand. Pressing the middle button in 3D applications allows you to control pan, rotate, and orbit options. On the other hand, Machine Learning can benefit significantly from the mechanical dial. Regardless of your working environment, you can adjust the screen brightness to make the colors vibrant.

Pros
  • Outstanding performance
  • Super-lightweight
  • good display size
  • Excellent battery life
Cons
  • A bit pricey
  • No support for ink

9
MSI Stealth 15M (Smooth Performance)

A gaming laptop this thin and light is one of the best options. The laptop weighs 3.73 pounds and is 0.63 inches thin, making it thinner than the Dell XPS 15 and the 16-inch MacBook Pro.

MSI Stealth 15M
MSI Stealth 15M

  • Display: 15.6-inch 1920 x 1080p (144Hz)
  • Processor: Intel Core i7-11375H
  • Graphics: NVIDIA RTX 3060 6GB VRAM
  • RAM: 16GB DDR4
  • Storage: 512GB NVMe SSD

The 1080p 144Hz screen really looks amazing on games, even though, by default, the screen leans towards cooler hues. There are no complaints about the display. There are better options available, but this is vibrant enough and minimizes glare adequately. Featuring high performance with cores, the Intel Core i7 delivers excellent performance to handle any game and application. Powered by NVIDIA GeForce RTX 3060 graphics, the MSI Stealth 15M is an impressive gaming desktop.

Its keyboard and trackpad are also great features if you consider the MSI Stealth 15M as a device for work and play. I am impressed by how comfortable and satisfying it is to use this keyboard, and I am also happy about its responsiveness. However, while a dedicated mouse is still preferable to gaming with a trackpad for gaming and productivity tasks, the trackpad is very pleasing to use when working on productivity tasks.

In addition to an HDMI port, two USB-C ports (one is Thunderbolt), two USB 3.2 Gen1 ports, a headphone jack, and a microSD card slot are included. When you combine a gaming mouse, headphones or speakers, and a dedicated monitor, you can actually enhance your gaming experience while still having room for other peripherals. Costing around $1200, it is one of the cheapest RTX 3060 laptops.

Pros
  • Ultra-thin and ultra-light
  • Performance is good for the mid-range
  • Easy-to-use keyboard
  • A good selection of ports
Cons
  • Low battery life
  • Poor ray-tracing performance

10
Dell XPS 17 9720 (Wider Display)

The 9720 Dell XPS laptops with touchscreen displays will make Machine Learning more accurate and efficient. This laptop’s 1TB SSD will ensure that users have a seamless working experience and thoroughly enjoy their work hours.

Dell XPS 17 9720
Dell XPS 17 9720

  • Display: 17.3-inch 4K UHD Touchscreen
  • Processor: Intel Core i9-12900HK
  • Graphics: Nvidia RTX 3060
  • RAM: 32GB DDR5
  • Storage: 1TB NVMe SSD

With a 17-inch screen size, the Dell XPS 17 9720 offers a great deal of screen space. With an enhanced resolution of 3840 x 2400, the screen will be brighter and sharper. The Central Processing Unit on this laptop is from Intel, and the computer has an Intel Core i9-12900HK processor, which ensures high performance. There are large amounts of RAM in Dell’s XPS 17 laptops. 

Due to its 32 GB of DDR5 RAM, you will have no trouble handling even the most demanding tasks and running your specialized applications without experiencing any major problems. This is a powerful and high-performance gaming machine featuring an NVIDIA RTX 3060 6GB GDDR6 Graphics Processing Unit.

Approximately 512 GB of storage memory is available on this device. SSDs ensure that you finish your job faster and with excellent efficiency. The black finish makes this Machine look stunning. The keys are also very soft and tactile, adding to their stunning appeal. It also has an extremely spacious and large touchpad. With this Machine, you can precisely, accurately, and quickly control the cursor. You can expect the battery backup to be average as a designer. The battery life in our tests was only 6 and a half hours.

Pros
  • A large screen with vibrant colors
  • The keyboard is comfortable to use.
  • The touchpad is decent.
  • Fantastic performance.
Cons
  • It’s heavy and big

Factors to Consider When Choosing Best Laptops for Machine Learning

We review the top 10 best laptops for machine learning and AI programming, as you can check above. You should know the most important attributes that you should consider while choosing the top laptop for machine learning now that you know the top 10 best. This guide can help you make your choice.

RAM

RAM should be the second most important consideration. The algorithms for machine learning are extremely demanding, and the laptop must be able to cope with these algorithms in such cases. Memory is an essential component of accomplishing your goal, and it is recommended that you have 16 GB of RAM.

The RAM in a laptop plays a huge role in choosing a laptop for Machine Learning because of the heavy algorithms. According to tech experts, you should have 16 or 32 Gigabytes of RAM, although 8 Gigabytes will suffice if you have a system with that capability.

Storage Capacity

The minimum amount of hard disc space required is one Terabyte. There is no compromise here, and data sets get bigger with every computation.

You will need at least a 256 GB SSD to get things done without issues, even though external storage is required to do so, or you can use a cloud provider with unlimited storage.

GPU

Your next most important consideration should be your graphics card. In computer terms, the GPU is the graphic processing unit. Neural networks are important to machine learning, and Additionally, it includes a variety of costly calculations. To achieve the program you need, you will need a powerful GPU.

Processing Power

You need processing power to do many things. The processor that comes with your laptop is one of the most important factors, and it’s generally better to choose a processor with the lowest nanometer capability you can afford.

Final Verdict

This concludes the entire guide’s reviews of the ten best laptops for machine learning and AI programming. Consider the purchasing guide’s attributes before making any purchase. Please leave a comment in the comment section if you have any details or suggestions.

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