Best laptop for machine learning USA 2022- Buying guide

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Topic: which laptop is best for machine learning?


In the field of machine learning, data science, and deep learning you have to be involved in your tasks a lot of analysis and implementation, for all this, you need a machine to work without any headache of sluggish performing system.

In this article we are going to review some of the top best laptops for artificial intelligence and machine learning, there are users who think that buying a device for MI is more expensive than its course.

However, it is somewhat true yet we have to understand that laptops are a long-term investment no matter for which work you are getting so this criticism is useless and definitely the tasks such as deep learning need powerful machines.

This work consumes a lot of processing power, Graphics, and ram so you have to keep in mind all this hardware while choosing the best laptop for machine learning including storage capacity.

Now without wasting time let us come to the point but before discussing laptops for deep learning let us see quick system requirements.

Note: if you are a student then you should consider both deep and machine learning as must have knowledge of both to succeed in your career.

Laptop requirement for machine learning 

Minimum System Requirements

Recommended System Requirements

CPU: 10th gen intel core i5 or AMD Ryzen 5

CPU: 10th gen Intel i7 or AMD Ryzen 7

Ram Memory: 16GB DDR4 

Ram Memory: 32GB DDR4 

Storage: 256GB NVMe SSD 

512GB disk space 

Storage: 512GB NVMe SSD

512GB disk space 

GPU: GTX 1650 Nvidia Dedicated graphics card 4GB 

GPU: Nvidia RTX 2060, 2070, 3050, 3060 or above 

Display: Full HD 14" to 15.6" 

Display: Full HD 15.6" to 17.3" 

Battery Life 5-7 hours 

Battery Life- 7-8 hours 

Also Read: Best gaming laptop under 1500

Best laptop for machine learning in USA 2022

For instance, if you have no time to read the full post then below are some of the top 3 laptops for data science and deep learning.

Best in Mid Budget 

Value for Money

2nd Best budget Freindly 

 Asus ROG Strix G15 Laptop  

Acer Predator Helios 300

Lenovo ideapad  Gaming 3

CPU AMD Ryzen 7 4800H, 8 cores 

CPU 11th Generation Intel Core i7-11800H, 8 cores 

CPU AMD Ryzen 7 4800H, 8 cores

Ram 8GB DDR4 upgradable 

Ram 16GB DDR4 upgradable to 32GB.

Ram 8GB DDR4

GPU Nvidia RTX 3050, 4GB.

GPU Nvidia RTX 3060, 6GB.

GPU NVIDIA GeForce GTX 1650Ti, 4GB.

Storage 512GB PCIe NVMe SSD

Storage 512GB SSD with the upgradeable slot.

Storage 1TB HDD and 512GB M.2 NVMe PCIe SSD

Display Full HD 15.6” with 144hz refresh rate

Display 15.6” 144hz refresh rate & 100% srgb color gamut

Display Full HD 15.6” with 120hz refresh rate

Also Read: Best gaming laptop under 1200


1. Acer predator Helios 300

 

 

Best laptop for machine learning

 

Buy on Amazon

 

This laptop stands out for any kind of work and there is hardly any drawback in the system, in mid-budget Acer predator offers you premium Design, strong build quality, and superb configuration.

The octa-core CPU powered by the latest 11th gen Intel core i7 11800H variant generates a powerful boost speed up to 4.6GHz.

This laptop is equipped with dual type of ram memory support you get 16GB onboard ram with 3200Mhz speed and you can upgrade it up to 32GB.

Its 2-slots ram makes your machine learning work fast, also it offers 512GB PCIe gen 4 With 2 PCIe m.2 slots and a 2.5″ Hard drive bay to upgrade your storage capacity in the future.

Overall the upgradable option is great for machine and deep learning, it also stands out on graphics performance in budget gives you Nvidia RTX 3060, 6GB VRAM video chip that ensures a smooth deep learning process.

The full HD 15.6″ IPS LED-backlit display comes with 100% sRGB color support and delivers excellent visuals with accuracy in colors, with a response time of 3ms with 144hz refresh rate you can enjoy a great time while using this machine.

The Acer laptop always uses an extremely good cooling system that keeps your machine less heated during heavy tasks such as data science work.

This laptop also has a better battery life of about 4-5 hours making it the best laptop for AI and ML, also you have Acer software where you can manage various settings according to your work.

The connection options are great you get USB 3.2 gen 2 type C supports Thunderbolt 4, 2 USB 3.2 gen 1, USB 3.2 gen 2 with HDMI 2.1, Mini Displayport 1.4, and for web connection you get RJ45 and wifi6.

The laptop looks stylish, especially the Acer predator logo looks very attractive and the 4 zone RGB keyboard looks colorful and has a strong build it also has a separate Numpad.

Key features 

  • CPU 11th gen Intel core i7 11800H, 8 cores.
  • GPU Nvidia RTX 3060, 6GB VRAM.
  • Ram 16GB upgradeable up to 32GB.
  • Storage capacity 512GB NVMe SSD upgradable.
  • Operating system Windows 11.
  • Display Full HD 15.6″ with 100% sRGB color gamut.
  • Good quality 4 zone RGB backlit keyboard.
  • Good connectivity options.
  • Nice cooling system.

Cons

  • Average speakers 
  • Weight is 5.07lbs.

 

Buy on Amazon

 


Also Read: Best laptop for blender 


2. Lenovo legion 5 Gaming laptop 

 

Best laptop for machine learning

 

Buy on Amazon

 

The next on this list is Lenovo legion 5 this is popularly known for its outstanding features that support multi-tasking and good cooling technology, in case of Acer predator is out of budget you can consider this for machine learning.

With the dedicated graphics card of Nvidia RTX 3050ti with a 4GB video card this laptop can handle the deep learning tasks easily, also on a budget, it’s a nice option to have for graphic-intensive tasks.

This laptop comes with AMD Ryzen 7 5800H processor with 8 cores and 16 threads you can do a high level of multi-tasking it is overall a very efficient CPU to handle data science work.

The octa-core CPU delivers a base speed of 3.20ghz with a maximum speed of up to 4.40Ghz, Also it offers 16GB DDR4 memory ram with an upgradable slot yet 16GB is enough to handle all your tasks.

There is 512GB SSD storage capacity which also enhances the booting system of the machine and the highlight of this Lenovo legion laptop is, that you get the windows 11 operating system to explore all the latest features.

The display of the laptop has everything that the latest laptop should have, the full HD 1920 x 1080 resolution 15.6″ display comes with a rich 100% sRGB color gamut, 3ms ultra-quick response time, and 165hz refresh rate making it the best laptop for MI.

Moreover, the build quality is nice especially since the keyboard has unique true strike technology that enhances the performance overall the 4-zone RGB backlit keyboard is responsive and keeps you comfortable.

This machine is packed with ports like 4 USB ports, a USB type C, HDMI 2.1, display port 1.4, and good wireless connectivity for internet wifi6 with RJ45 ethernet interface.

Key features 

  • CPU AMD Ryzen 7 5800H, 8 cores.
  • GPU Nvidia RTX 3050ti, 4GB.
  • Ram 16GB DDR4 with the upgradeable slot.
  • Storage capacity 512GB SSD.
  • Operating system Windows 11.
  • Display Full HD 15.6″ with 165hz refresh rate.
  • Response time 3ms and 100% sRGB color gamut.
  • Good cooling technology.
  • 4 zone RGB Keyboard.

Cons

  • Bulky laptop.

 

Buy on Amazon

 


Also Read: Best laptop for traveling business


3. HP Omen 16 Gaming laptop 

 

 

Buy on Amazon

 

This HP Omen 16 is next on our list for the best laptop for machine learning, the laptop offers you huge storage capacity with responsive CPU and GPU to keep your workflow smooth.

The features are quite similar to the Acer predator we discussed above yet the large display size and also windows 11 operating system add value to this robust system.

Under the hood, the laptop has an 11th gen intel core i7 11800H processor with 8 cores, and 16 threads you enjoy the high processing speed at regular 2.6Ghz and maximum up to 4.6Ghz, and a 24MB smart cache keeps the machine fast.

The 1TB SSD and 16GB DDR4 ram are the highlights of the machine 16GB are pretty much enough for deep learning multi-tasking, whereas 1TB SSD allows you to save heavy files and keeps the machine incredibly faster to load videos and images quickly.

The laptop has full HD 16.1″ IPS display with an extremely bright 300nits screen usable in bright or sunny areas as well, the color standards are awesome having 100% sRGB color support and an amazing 144hz refresh rate make sure to enjoy gaming.

The dedicated Nvidia RTX 3060, 6GB graphics card helps in processing higher speed during deep learning, Additionally laptop also offers you a 32GB micro sd card.

This one is packed with various connectivity options such as SD card reader support, 3 USB type a port, USB type C port, HDMI 2.1, Mini display port 1.4, and RJ45 Lan.

However laptop has good build quality with RGB keyboard backlit support and you get a Hd 720p camera usable for meetings and online classes, overall this is an excellent best HP laptop for machine learning.

Key features

  • CPU 11th gen intel core i7 11800H, 8 cores.
  • GPU Nvidia RTX 3060, 6GB.
  • Ram 16GB and storage 1TB SSD.
  • Display Full HD 16.1″ with 100% sRGB color gamut.
  • Refresh rate 144hz.
  • Screen brightness 300 nits.
  • RGB backlit keyboard.

Cons 

  • Expensive laptop.
  • Weight is 5.01 pounds.

 

Buy on Amazon

 


4. Asus ROG Strix G15 Laptop 

 

Best laptop for machine learning

 

Buy on Amazon

 

This is the best Asus laptop for machine learning on mid-budget, as the device has AMD Ryzen 8 cores CPU with Nvidia RTX 4GB Graphics card and sturdy build quality ensuring durability for longer use.

This laptop is powered by AMD Ryzen 7-4800H octa-core CPU delivering a maximum frequency 4.20GHz and at a regular 2.90Ghz, the 8Mb cache keeps the machine efficent.

We have overall hands on this laptop, we have tested the benchmark marks on Cinebench R23, and the results are great on both single-core and multi-threaded, the multi-core scores were above 10,000pts and single core scores were above 1200pts.

Overall very responsive CPU also comes with 8GB ram having an impressive 3200mhz speed you can extend up to 32GB and 512GB PCIe NVMe SSD let you store your data and files additionally you can upgrade the storage up to 1TB.

The 8GB ram is still a decent option for machine and deep learning, if you are a beginner or student then this is the best laptop for artificial intelligence students, however, this device also stands out with its dedicated GPU.

Under this machine, Asus uses RTX 3050 4GB video card that is built with GDDR6 graphics memory, overall the Graphics come with 80watts power consumption, and with the dynamic boost it reaches up to 95watts.

Overall the graphics processing delivers stunning speed up to 1840MHz which is excellent for your data science and deep learning task.

The 15.6″ full HD display comes with IPS type technology having an incredibly fast 144hz frame rate but the color accuracy in the machine is standard and average has a 45%NTSC color gamut.

The Design of the laptop looks very attractive and stunning very colorful keyboard ensuring a comfortable and user-friendly working experience also the laptop is slightly lightweight compared to other options only weighing 4.6 pounds.

On the connectivity front, the laptop has plenty of ports USB type C 3.2 with display port 1.4 and 3 USB type A 3.2 gen 1 with HDMI 2.0b also you get RJ45 ethernet support as well for internet connection.

Key features

  • CPU AMD Ryzen 7-4800H, 8 cores.
  • GPU Nvidia RTX 3050, 4GB.
  • Ram 8GB with an upgradeable option.
  • Storage capacity 512GB SSD.
  • Display Full HD 15.6″ with 144hz refresh rate.

Cons

  • Average color accuracy.

 

Buy on Amazon

 


Also Read: Best laptop for stock traders


5. Sager Gaming laptop 

 

 

Buy on Amazon

 

If you are looking for 17 inches largest screen option and like to work on a big display then this is the best laptop for machine learning built-in with the latest 12th gen intel CPU.

This laptop is equipped with the latest 12th gen intel core i7 12700H processor that has 14 cores and 20 threads, it delivers a base speed 2.3GHz and turbo boosts up to 4.7Ghz.

With a super-responsive intel CPU, it has onboard 16GB ram which is good for multi-tasking yet it has a single slot, this is a slight drawback as dual channel support is better but 16GB is good for machine learning and it has an impressive speed of 3200mhz.

The machine offers you heavy storage up to 1TB M.2 PCIe NVMe SSD storage saves you all heavy work and this SSD keeps the machine faster.

This laptop has a pretty strong GeForce Nvidia RTX 3060, 6GB Graphics card that has maximum power up to 115watts with 25wtts dynamic 2.0 boost support, the video chip is superb for your deep learning process.

The largest display of 17.3″ full HD resolution ensures better viewing angles and thin side bezels look good, the keyboard has backlit support not Designed with 4 zone-RGB yet you have different 15 colors to choose from you can set it up according to your likes.

The operating system windows 11 lets you explore the latest features and the device has great connectivity options such as thunderbolt4, SD card reader along with HDMI, display port 1.4, USB 2.0 type A, USB 3.2 gen 1, USB 3.2 gen 2 type C.

Additionally, for quick wireless support, it has wifi-6 internet connectivity, is integrated with a 54wh battery, and delivers the average battery back up about 3-5 hours depending on use.

Key features

  • CPU 12th gen intel core i7 12700H, 14 cores.
  • Ram 16GB and storage capacity 1TB SSD.
  • GPU Nvidia RTX 3060, 6GB.
  • Display Full HD 17.3″ screen with a good refresh rate.
  • Good quality keyboard.

Cons

  • Weight is 5.48lb
  • Average battery life.

 

Buy on Amazon

 


6. Lenovo Ideapad  Gaming 3 Laptop 

 

Best laptop for machine learning

 

Buy on Amazon

 

There are quite a few dual storage laptops available in the market but the reason we pick this is due to its budget-friendly option for machine learning laptops and it also offers higher SSD storage.

Under this machine Lenovo uses 1TB HDD and 512GB M.2 NVMe PCIe SSD to give you the largest space in your system Additionally SSD keeps your machine’s booting system fast and efficient, and also it offers GCube 64GB Flash Drive.

However the HDD has 5400rpm which slight drawback of this device yet it’s fine to store your temporary files and data, Additionally, it is integrated with 8GB ram DDR4 and delivers 3200Mhz speed.

A cheap budget laptop for machine learning gives AMD Ryzen 7 4800H processor comes with 8 cores and 16 threads ensuring you a good level of multi-tasking, this CPU generates max speed up to 4.2Ghz and at regular 2.9Ghz.

This laptop run with NVIDIA GeForce GTX 1650Ti, 4GB dedicated graphics card comes with the latest GDDR6 graphics memory, overall, this GPU is a decent option for neural network tasks.

It is equipped with a Full HD 15.6” screen display has 1920 x 1080 resolution with a 120hz frame rate good for playing games and 250 nits brightness is ok during working in brighter areas.

It is integrated with 3 Cell 45Wh battery delivers decent battery back up around 4-5 hours depending on usage additionally with a quick charge system your machine charges up to 80% within 1 hour, also you get windows 10 operating system in this machine.

The Lenovo Ideapad is packed with 2, USB 3.2 Gen 1, USB-C 3.2 Gen 1, HDMI 2.0, and Ethernet RJ-45 LAN support for internet connectivity it comes with wireless wifi support and Bluetooth 5.0.

On the design front, the laptop more looks like a professional rather than a gaming gig therefore it’s a nice option for a working professional who has to work on heavy applications and software.

Also, the backlit keyboard comes with a separate numeric pad, and a 1.5mm key travel distance gives a good user-friendly experience.

The thin side bezels look nice and also ensure a good viewing angle, you also have webcam support with a privacy shutter for safety and overall laptop weight is only 4.8lbs which is decently light considering a gaming gig.

Key Features:

  • Storage 1TB HDD and 512GB M.2 NVMe PCIe SSD.
  • CPU AMD Ryzen 7 4800H, 8 cores.
  • Ram 8GB DDR4 with 3200Mhz speed.
  • GPU NVIDIA GeForce GTX 1650Ti, 4GB.
  • Rapid charge technology.

Cons:

  • Average brightness.

 

Buy on Amazon

 


Buying Guide for the best laptop for machine learning 

 

If you want the best laptop for machine learning then all 4 components are equally important in your configuration thus it cost you a little bit more than another professional laptop requirement.

Now before diving into buying a guide on the best laptop for machine learning let me tell you that gaming laptops are usually the preferred choice for such tasks and we will discuss below all the possibilities.

 

Processor 

Processing power is required for data science and artificial intelligence, to handle your tasks you need to get the latest CPU, though 7th gen intel core i7 is pretty much ok yet 10th gen intel core i5 is fine and highly recommended is definitely intel i7 from 10th gen or above.

There are AMD Ryzen options from the 5000 series which is again an excellent option for multi-tasking and they are quite economical as well.

However many machines learning professional prefers intel yet AMD Ryzen also not far behind when it comes to performance.

 

Ram

The higher the ram is better for you to handle lots of images and visual aspects, mostly 16GB is a must in machine learning 

If you are limited to budget 8GB ram is a decent option but make sure your laptop has an upgradable option up to 16-32GB so in case your system lags performance you can always extend the memory support.

Also while choosing ram always make sure your laptop has the latest technology DDR4 in fact recently brands have released a laptop that comes with DDR5 ram which is excellent for machine and deep learning.

Lastly, the speed also matters in ram as it decides how fast and efficient your system is during your live projects I highly recommend 3200Mhz speed but even if your ram delivers about 2400mhz speed is pretty much ok. 

 

Graphics card

The dedicated graphics card is another piece of hardware that is needed to run your neural training or image data, overall if you do very basic ML work then Nvidia 4GB GTX 1650 graphics card is fine.

If you are into the intense level of machine learning and also have to do deep learning tasks then the RTX series GPU with 6GB VRAM is a pretty powerful option in a laptop for deep learning or ML.

 

Storage capacity

The data in machine learning requires big storage space around 512GB disk space, I do suggest you go with SSD for its faster performance also make sure it has at least 256GB SSD and recommended is definitely 512GB SSD.

Moreover, there are devices available in the market that provide dual storage where you get both HDD and SSD, this is a great pick for the best laptop for machine learning.

 

Operating system

Windows 10 is quite a popular and a better choice currently the MacOS is also pretty much ok yet the apple MacBook is fine but does not recommend for deep learning, as this task requires a dedicated GPU, in this case, windows laptop with Nvidia GPU is best option.

 


Frequently asked questions- Best laptop for machine learning 

 

What is the best laptop for machine learning?

Before answering this let me tell you while choosing the best laptop for machine learning you also have to keep in mind that you have to work on deep learning as well any time soon.

Secondly, rather than brand, you should concentrate on the hardware of the laptop as the specs of the laptop decide on how your machine performs.

Now I have discussed above buying tips for the best laptop for machine learning you can read it to understand it in detail however here is a quick recomended laptop requirement for machine learning.

CPU- 10th gen intel core i7 or AMD Ryzen 7.

Ram- 16GB DDR4 with 3200mhz.

Storage capacity 512GB SSD.

Graphics card- Minimum 4GB and maximum 6GB VRAM.

We have listed above the top 7 laptops for machine learning and all are also capable to run deep learning tasks, our one pick will be the Acer predator helios 300 as it comes in mid-budget with powerful hardware and a highly rich display that showcases accurate colors.

 

Are gaming laptops good for machine learning?

Yes, gaming laptops are absolutely optimal for machine learning but they are a little bulky, and battery life will be average as it is made to handle heavy tasks, as a result, it consumes high power.

 

Is a dedicated graphics card necessary for machine learning?

Yes especially for neural engines and image data sets you need a dedicated graphics card. at least 4GB GTX 1650 from Nvidia.

If you are someone who is working on deep and machine learning then suggest you consider the latest RTX GPU with a 6GB graphics card 3060 from Nvidia 30 series is the absolute best and other options from the 20 series are 2060, 2070.

 

Is 8GB ram enough for machine learning?

Machine learning is an intense task that not only requires a lot of processing power but also demands a lot of memory the minimum requirement for your work whether you are a student or a professional is 16GB.

As I discussed earlier if you are not having the budget to spend right now just go with 8GB but make sure your machine learning laptop comes with upgradable options up to 16-32GB.


Conclusion on the best laptop for machine learning

In this post, I have covered all the important points with a detailed review of each laptop, however, while concluding suggest you get a device that has all the hardware properly configured according to system requirements for machine learning, data science, artificial intelligence, and deep learning.

Overall if you have any queries on the best laptop for machine learning then put your question in the comments we will be happy to guide you.

 


 

Also Read: 

Best gaming laptop under 900

Best gaming laptop under 800

Best gaming laptop under 2000

Best gaming laptop under 2500

Best gaming laptop under 3000

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