Machine learning can be a tedious task if you don’t have the right equipment. Suppose you are having issues while machine learning due to your laptop, and you want to upgrade it to get that best laptop for machine learning. In that case, you are reading the right article.
An ideal laptop for machine learning needs to have top-notch specifications. In the long run, I would suggest buying a laptop that can serve you for longer period of time. You might have to go for higher specifications because they’ll last longer and save your time.
And that is why I would recommend you to buy the TensorBook by Lambda Labs. Excellent design, outstanding specifications, made specifically for machine learning.
For a macOS lover, Apple MacBook Pro is the perfect choice, if you have the budget. Again, an excellent high-end MacBook for professionals.
What should be kept in mind while buying the best laptop for machine learning?
To buy the best laptops, we have to go for high-end parts. So, let’s discuss them.
Processor: One of the main features of a good laptop is the processor. Choosing the best processor will undoubtedly improve productivity and deliver excellent performance without lagging.
I would recommend at least a 7th Gen. Intel Core i7 processor. Any lower processor than that is meh.
RAM: RAM is also a critical factor for a fast laptop. The higher the RAM, the quicker the processing capability.
I would suggest you get at least 32GB RAM, so you don’t have to worry about any issues related to speed and data processing.
GPU: GPU or Graphics Processing Unit helps in image and video processing in machine learning. And for best results, GPU is compulsory.
Without GPU, these processes might take a considerable amount of time. Many laptops now have RTX 20 series GPUs which are fantastic for heavy-duty tasks.
Storage: For storage, you should never opt for HDDs (Hard Disc Drives) because they are slower, and the booting time for your laptop will be lengthy and laggy.
I know HDDs are cheap, but I would undoubtedly go for SSDs (Solid State Drives) because they are fast and efficient.
I would recommend you to buy SSDs around 1TB. And if you have the budget, 2TB SSD will be the cherry on top.
Operating System: You can use Linux as an OS, but you can also set up virtual Linux on Windows and macOS. It depends on you to choose the OS.
Recommended system requirements for the best laptop for machine learning:
- Processor: 7th Gen. Intel Core i7 processor or higher
- GPU: Nvidia RTX 20 series or AMD Radeon
- RAM: 32GB/64GB
- Storage: 2TB SSD
Let’s take a look at the top 5 best laptop for machine learning.
TensorBook by Lambda Labs is the go-to laptop if you are looking for the best laptop for machine learning.
I recommend this laptop because it is made specifically for machine learning and other heavy-duty tasks. It is sleek, nicely-designed, and has all the essential features required for machine learning.
It features several deep learning libraries that are pre-installed. So, you don’t have to worry about any of them.
This laptop’s only drawback is its battery life, which averages about 45 minutes while working—other than that, a beast of a machine.
- Display: 15.6-inch FHD 144 Hz
- Processor: Intel Core i7-10875H processor
- GPU: 8GB Nvidia RTX 2080 Super Max-Q
- RAM: 64GB
- Storage: 2TB SSD
- Weight: 2kg
Apple MacBook Pro 16-inch:
Apple MacBook Pro is another excellent choice. It is perfect for multitasking and machine learning.
This MacBook is for serious professionals only, and it is costly. The new 13-inch model might be an affordable replacement for the big one, and should check that out too.
This features a 16-inch retina display, powered by a processor up to Intel Core i9. And the 64GB RAM helps you in smooth multitasking.
If you are a macOS fan and don’t want to switch over to any other OS, you should save for this beast MacBook or check out the 13-inch model.
- Display: 16-inch retina display
- Processor: Intel Core i9 processor
- GPU: 4GB AMD Radeon Pro 5500M
- RAM: 64GB
- Storage: 1TB SSD
- Weight: 1.3kg
Acer Predator is another well-built laptop. It seems like another gaming laptop, and it is. Still, it can be used effectively for machine learning thanks to the high-end specifications.
The outer build is clean and sleek. And it is easy to carry around. And also, it features a mechanical keyboard with good key travel.
The negative points in this laptop are that it gets too hot, the keyboard and trackpad are poorly placed, and the battery life could have been better.
- Display: 15-inch IPS 120Hz display
- Processor: Intel Core i77700HQ
- GPU: 8GB Nvidia GeForce GTX 1080 Max-Q
- RAM: 32GB
- Storage: 2 x 256GB SSD
- Weight: 2.40kg
Asus Rog Zephyrus S
This laptop is also a good one to buy for machine learning. It features all the necessary specifications and is quite a decent laptop.
This laptop packs a punch with a good GPU featuring Nvidia GeForce RTX 2080 Max-Q.
Overall, it an expensive one but a laptop you should check out.
- Display:15.6-inch FHD IPS display
- Processor: Intel Core i7 8750H
- GPU: Nvidia GeForce RTX 2080 Max-Q.
- RAM: 16GB DDR4 RAM
- Storage: 1TB M.2 PCIe x4 SSD
- Weight: 2kg
HP Omen 15
HP Omen 15 is a powerful laptop made by the combination of Nvidia AND and Parts, put together expertly.
This laptop features Nvidias GPU and AMDs processor. The design is classic and straightforward and doesn’t weigh that much. The keyboard is also lovely to type on.
The powerful 8-core AMD processor is perfect for multitasking and machine learning. Both the processor and GPU pair perfectly with each other delivering excellent performance!
- Display: 15.6-inch IPS 144 Hz display
- Processor: AMD Ryzen 7 4800H
- GPU: 6GB Nvidia GeForce GTX 1660 Ti
- RAM: 16GB
- Storage: 512GB SSD
- Weight: 2.4kg
Machine learning is a lengthy and tedious task. To save some time, you have to go for high-end laptops with high-end specifications.
If you are very serious about machine learning and are professionals in the field. In that case, I recommend the TensorBook since it has all the great features and is made specifically for machine learning.
And if you have never used any other OS and are a macOS fan. In that case, you should check out the MacBook Pro as has also got all the excellent features and it will handle machine learning quite easily.