If you are planning to getting into a Machine Learning then many of you may be thinking what is machine learning? Am I right?
For those of you who don’t know, Machine Learning (ML) is an application of Artificial Intelligence (AI) which helps the systems to learn automatically and to improve from the experience it has got without needing to be programmed. Here I also want to tell you that Machine Learning has a subcategory also, called Deep Learning (DL).
Actually, machine learning is a lucrative skill, and becoming an expert in that is not that much easy but it is not impossible though. If you are passionate about that and have all the required tools then it will be easier for you.
A regular laptop would surely not work fine because machine learning requires powerful specifications so that it can handle whatever you throw at it. The right combination of specs can give you an amazing working experience and also can able to handle all the machine learning apps such as Tensorflow, Neural Designer, Scikit Learn, PyTorch, Theano, etc.
Though many people build their custom PC for this, many people want to get a powerful laptop so that they can easily carry it anywhere. I have tried my best and find the best machine in different budgets so users can able to choose as per their budget and requirements.
Me and one of my friends who is in this field, we both gone through several laptops and then choose these laptops which are perfectly suitable for machine learning scientists. I know you are looking for the best laptops for machine learning and deep learning, but there are many factors which you should take into consideration. So, let’s take a look at that first.
How To Choose A Right Laptop For Machine Learning?
1. Portability:
If you are looking for a portable laptop then here I want to explain you something which is if you will choose a lightweight and portable laptop then you won’t get a powerful machine. And if you will go for a powerful laptop then you will get a laptop which is heavy in weight eventually you have to sacrifice portability.
But still, there are very few laptops which comes with power and portability both and here I have got those few for you.
2. Processor:
For machine learning and deep learning, the Intel Core i5 or similar AMD’s processor is not advisable. For machine learning, the intel core i7 processor is recommended, and make sure that always go with the latest generation of processors like now 11th and 12th generations are the latest in Intel CPUs.
3. RAM:
Due to the heavy softwares and algorithms of machine learning, the recommended RAM size should be 16GB or 32GB is exceptionally well. In a simple way, the larger the RAM size is, the faster performance you’ll get, and hence should be checked when you are going to buy a laptop for ML, DL, or AI algorithms.
4. Graphics Card:
After a powerful CPU and RAM, having a powerful graphics card with a good amount of memory is a must, so that it can able to handle all the graphics-related tasks of machine learning and deep learning effortlessly.
It is good to have 6GB to 8GB of dedicated graphics memory with GTX or RTX series NVIDIA GPU. This is a powerful series of GPUs, it can handle all the programs of a machine and deep learning very conveniently.
If you want to know more about the Graphics Card or GPU then you can check the detailed video by Android Authority – “What is a GPU and how does it work? – Gary explains”.
5. Storage:
Well, storage is also an important factor as these days you’ll get to see two kinds of storage such as HDD & SSD. But most professionals suggest SSD, because of its faster performance and reliability.
Apart from this, for Machine Learning it is good to have at least 512GB of storage space but 1TB is recommended so that you can store all your files and projects without any worry about storage.
If you are confused about how much storage you need on your laptop then you can check our detailed guide on that.
I hope that after going through this now you have got a better idea and you are able to choose a laptop for yourself. Ok, so now without wasting too much time let’s move toward the list.
In A Hurry? Here’s Our Top 8 Picks
Best Laptops For Machine Learning
1. ASUS TUF Dash 15 – Best Value For Money Laptop
Hardware Specifications
- Intel Core i7-12650H Processor
- 16GB RAM
- 512GB SSD
- NVIDIA GeForce RTX 3060 6GB
- 15.6 Inch Full HD IPS Display
- Up to 3.5 Hours Battery Life
Review:
The ASUS TUF Dash 15 is one of the most affordable laptops which you can get to learn machine learning. This laptop packs in some really powerful hardware, the processor to be specific.
Display:
Its 15.6-inch full HD nano edge display is going to be fun, and thanks to the 144GHz display which pretty much makes sure that you do not have any visual distortions.
Specs:
Talking about the processor, this is the latest 12th Generation intel core i7-12650H processor which is clocked up to 4.7GHz. The application optimization on this laptop is too good, thanks to the 16GB DDR5 RAM which is coupled with 6GB of NVIDIA GeForce RTX 3060 graphics card.
This killer combination is going to make sure that your laptop works well when you throw all the machine learning tasks at it.
Other Features:
If durability is your main concern then this laptop is the best choice for you as it has passed several tests against drops, vibration, and extreme temperatures to see its reliability. It will definitely save you from daily wear and tear.
Moreover, it has a MUX Switch feature which allows the GPU to communicate with the display directly and it reduces the latency and improves the performance. As we all know Machine Learning uses heavy apps and that’s why to keep the system cool even using it for long hours it has dual fan anti-dust technology.
Besides this, the best thing about this laptop is that it has fast charging technology that charges 50% battery around in 30 minutes. So, you don’t need to wait for long hours for charging the laptop. If you are a beginner who just got started with medium-sized-data-sets then this is the perfect laptop of choice for you.
Pros- Powerful specs for the price
- Strong & durable chassis
- Dual fan with anti-dust technology
- Thunderbolt 4 & Wifi 6 connectivity
- Battery life is mediocre
Related: Best Laptops For Computer Science Students
2. Acer Predator Helios 300 Gaming Laptop
Hardware Specifications
- Intel Core i7-11800H Processor
- 16GB RAM
- 512GB SSD
- NVIDIA GeForce RTX 3060 6GB
- 15.6 Inch Full HD IPS Widescreen LED backlit Display
- Up to 3 Hours Battery Life
Review:
If you are a tech-savvy person, you would know that the previous Acer Predator Helios 300 was a little on the heavier side, this all-new laptop is lighter and performs faster too.
Display:
Speaking about the display of this laptop first, it sports a 15.6-inch of full HD IPS display and the 144GHz refresh rate is a plus point.
Specs:
A faster CPU and GPU at an affordable cost is what the Acer Predator Helios 300 is all about. This beast packs in the latest intel 11th generation core i7-11800H processor which is coupled with 16GB of RAM.
Apart from this, the laptop hoods in an NVIDIA GeForce RTX 3060 graphics card with 6GB VRAM which will make sure that you have an absolute lag-free experience while you experiment whatever you learn in machine learning.
This laptop has got your storage needs covered too, the Predator Helios 300 offers 512GB of SSD which is sufficient and also it boot the system fast. The thing which I liked the most about this laptop is that it offers you an empty slot for RAM and storage for further upgrades.
Other Features:
These days almost all powerful laptops come with an in-built cooling system and this laptop has too. So, that it can be able to provide stable performance even under pressure by keeping the internals at a cool temperature.
Moreover, it has got a fully customizable RGB backlit keyboard which will give you an amazing experience if you would like to play games on a laptop. Regarding connectivity, it has got plenty of port options including a Thunderbolt 4 port to connect any external devices.
Pros- Display quality is good
- Empty slot for expansion
- Build quality is overall decent
- Fast WiFi 6 connectivity
- Fans make noise
3. Dell G15 5520 Gaming Laptop
Hardware Specifications
- Intel Core i7-12700H Processor
- 16GB RAM
- 512GB SSD
- NVIDIA Geforce RTX 3060 6GB
- 15.6 Inch Full HD IPS Display
- Up to 3 Hours Battery Life
Review:
Dell is one such brand on which we can easily rely upon any given day, and the all-new Dell G15 5520 is no exception. This is one of the best laptops available out there, which gives a tough competition to the rest.
Display:
Speaking about the display, it features a 15.6-inch of full HD LED Backlit display with 250 nits brightness and a narrow border on the sides which looks amazing. On top of that, it has an anti-glare panel, so that you’ll not disturb by glare on the screen while working.
Specs:
The latest 12th generation Intel Core i7-12700H processor combined with 16GB of RAM is going to make sure that there wouldn’t be any drop in the performance offered. In Machine Learning data is something which keeps on evolving, hence the 512GB of SSD is going to be of great use for you.
Learning with some entertainment is always good, this laptop has also got to offer NVIDIA GeForce RTX 3060 6GB GDDR6 graphics, so if you are someone who loves gaming, this is a go-to laptop for you.
Other Features:
Apart from the specs, this latest model has improved its thermal design than its predecessor with copper piping and 4 heat-dispersing vents. So, that it can provide proper airflow and better performance under extreme pressure.
As far as battery life is concerned, this dell laptop can provide you with around 3-hours of backup on a full battery charge. However, it may vary on your usage also.
One of the drawbacks of this laptop which I feel is its weight, it has 5.74 pounds of weight which is a little heavy so you can’t easily carry it with you.
Pros- Latest 12th Gen 14 cores CPU
- Screen is bright enough
- Most of the ports are on the back
- Thick and heavy
4. ASUS ROG Strix Scar 15 – High Performance Laptop
Hardware Specifications
- Intel Core i9 12900H Processor
- 16GB RAM
- 1TB SSD
- NVIDIA GeForce RTX 3070 Ti 8GB
- 15.6 Inch Full HD IPS Display
- Up to 2.5 Hours Battery Life
Review:
Here comes the Republic of Gamers laptop, the Asus ROG series of laptops are the ones which are specially built for the gamers and the ASUS ROG Strix Scar 15 is one amongst the best laptops out there.
Display:
This laptop has got 15.6 inches of full HD IPS display with incredibly fast 300Hz high refresh rate which gives smooth and crisp visuals.
Specs:
This laptop is far more superior when compared with others in terms of specs, though this laptop hogs in the latest Intel Core i9-12900H processor, we get to see the major changes in the graphics section as this laptop comes with powerful 8GB GDDR6 NVIDIA GeForce RTX 3070 Ti graphics.
These specs compared with 16GB of RAM is going to make sure that you don’t face any issues with the performance of the laptop, it tends to offer high performance. Machine Learning is all about large amounts of data, so for all your storage needs, this laptop has got 1TB of SSD.
Other Features:
Besides the specs, if you like to play games on your laptop then to take your gaming experience to the next level it has a fully customizable RGB backlighting keyboard and light bar. Furthermore, it features ROG intelligent cooling system with an upgraded thermal design which maximizes the airflow and performance during intensive tasks.
All in all, the ASUS ROG Strix Scar 15 is the perfect laptop for someone who wants to get started with Machine Learning and wants to take it to the next level.
Pros- Powerful CPU & GPU combo
- Fast 300Hz refresh rate screen
- ROG cooling thermal system
- With MUX Switch
- Fully customize RGB backlit keyboard
- No in built webcam
5. MSI Katana GF66 – Best Bang For The Buck
Hardware Specifications
- Intel Core i7-12650H Processor
- 16GB RAM
- 512GB SSD
- NVIDIA GeForce RTX 3050 Ti 4GB
- 15.6 Inch Full HD IPS Display
- Up to 2.5 Hours Battery Life
Review:
The MSI Katana GF66 is a thin and lightweight gaming laptop, this can be the best laptop of choice for you, thanks to the hardware inside.
Display:
Firstly, talking about the display of this laptop, it has got a 15.6 inches full-HD display which comes with a 144Hz refresh rate. On top of that, the display quality of this laptop is crisp, clear, and vibrant.
Specs:
The MSI Katana GF66 is powered by the Intel Core i7-12650H processor which is coupled with 16GB of RAM. As they say, it’s not about the specs alone, it’s about the perfect combination. Apart from this, this gaming laptop also comes with NVIDIA RTX 3050 Ti 4GB graphics card for a better overall experience.
Machine Learning is a process that never stops, that being said it requires a lot of storage which is fast too, and the MSI GF66 has got that covered too by providing 512GB of SSD.
Other Features:
Like the above laptops, it also has a cooling technology with dedicated thermal solutions for both the CPU and GPU which ensures to provide maximum performance. Moreover, it comes with all the essential ports option except a card reader.
Pros- Powerful specs at this price
- Fast NVMe SSD drive
- RAM is upgradeable
- Doesn’t have Thunderbolt support
6. Alienware M15 R6 – With 32GB RAM
Hardware Specifications
- Intel Core i7-11800H Processor
- 32GB RAM
- 1TB SSD
- NVIDIA RTX 3070 8GB
- 15.6 Inch Full HD Display
- Up to 3 Hours Battery Life
Review:
Hands down, the best laptop of the entire category is here. Alienware is a brand which most of the people in the tech community have heard for once at least, this is by far the best laptop if you can get for machine learning.
Display:
The all-new Alienware M15 R6 sports a 15.6 inch Full HD display which comes with a blazing fast 360Hz refresh rate. This is one of the fastest panels which you can get.
The thing which I liked the most about this laptop is its ComfortView Plus feature which reduces blue light on the screen and keeps your eyes safe from it and strain-free.
Specs:
Talking about the power, this laptop packs in the latest intel core i7-11800H processor. The default clock speed of this laptop is 2.3GHz, but then this being an Alienware laptop this can easily be overclocked up to 4.60GHz.
In addition, a massive 32GB of RAM with 3200MHz speed will give you an insane performance it can easily handle any kind of heavy files and programs of machine learning.
Regarding graphics, this machine is equipped with a powerful NVIDIA GeForce RTX 3070 graphics card with 8GB of dedicated memory which gives a performance boost while doing graphics-related work.
As far as storage is your main concern, this notebook offers a huge 1TB of SSD drive which is enough for you to store all your personal and professional data.
Other Features:
Connectivity is another major reason to pick this laptop, it comes with a 1Gbps Ethernet port which means you can download all the heavy files with ease.
Regarding the keyboard, this notebook has a real mechanical key switch design which is exceptionally tactile and audile. Further, it has a 4-zone RGB backlit keyboard which is also gives an amazing experience during gaming or watching movies.
Pros- Massive 32GB RAM
- Super fast 360Hz refresh rate screen
- ComfortView Plus to reduce blue light
- Huge 1TB of storage capacity
- Sometimes it gets hot under heavy load
7. MSI Pulse GL76 – Best 17 Inch Laptop
Hardware Specifications
- Intel Core i7-12700H Processor
- 16GB RAM
- 512GB SSD
- NVIDIA GeForce RTX 3060 6GB
- 17.3 Inch Full HD Display
- Up to 3 Hours Battery Life
Review:
We’ve got another laptop from MSI on the list, this MSI Pulse GL76 is the best option for those who want a big desktop-type display or desktop replacement as it has a big 17 inches display size along with powerful specs inside.
Display:
Firstly the plus point of this MSI Pulse GL76 gaming laptop has got to be the huge 17.3 inches Full HD display which comes with a 144Hz refresh rate.
Specs:
Under the hood, we’ve got the powerful intel core i7-12700H 12th-gen processor which is coupled with 16GB of RAM to get things done smoothly. When it comes to graphics, this notebook is combined with NVIDIA’s GeForce RTX 3060 graphics with 6GB of VRAM. This is powerful enough to tackle almost all the graphics-related tasks which you’ll throw at it.
The best part about this laptop has got to be the storage because it has got to offer 512GB of NVME SSD, which is faster than the SATA SSD drive. This is something which I specifically feel useful because while learning machine learning you would be needing speed and decent storage space, and here it is.
Other Features:
It has a Cooler Boost 5 technology that helps to keep the machine cool and stable during a heavy working session with its 2 fans 4 exhausts and 7 copper heat pipes. There are many of you who might be wondering about the battery life of this machine, you can expect from it around 3-hours of backup.
A worth mentioning thing about this laptop is which may disappoint many is, it has 7.49 pounds of weight which is quite heavy and you can’t easily carry it with you. So, this laptop is good for you if you want to use it in one single place.
Pros- Huge 17 inch screen
- Fast NVMe SSD
- In-built cooling technology
- Quite heavy
8. Razer Blade 15 – Thin & Light Laptop
Hardware Specifications
- Intel Core i7-11800H Processor
- 16GB RAM
- 1TB SSD
- NVIDIA GeForce RTX 3070 8GB
- 15.6 Inch Full HD Display
- Up to 2.5 Hours Battery Life
Review:
The name Razer Blade is probably something which most of you might be hearing for the very first time, but then this is a really good laptop.
In this list, Razer Blade 15 is the only one who fulfills both the requirements which is processing power and portability. As it has packed all the powerful hardware configuration in just 0.62 thin profile and it weighs 4.4 pounds only.
Display:
This is another laptop in this list which has got a 360Hz of ultra fast refresh rate panel, if you are a gamer then you can understand how important is this. It sports a 15.6-inch display with FHD resolution and 100% sRGB color gamut, which offers crisp and clear visuals.
Specs:
This beast is powered by the 11th generation i7-11800H 8-core processor which is coupled with 16GB of RAM, this is going to make sure that you have a smooth multitasking experience.
To ensure that you have a great overall performance, this laptop also packs in a powerful NVIDIA’s GeForce RTX 3070 graphics card with 6GB video memory. You can play some intense games with these specifications, and of course, machine learning too can be learned with ease on this laptop.
For the storage, you’ve got 1TB of SSD which is good enough space for all to store all your ML files and personal data. The best part is that, memory and storage both are further expandable and it is easy to upgrade.
Other Features:
If durability is your primary concern, then this laptop solve that problem because it is built with CNC Aluminum which is strong enough to save you from daily wear and tear. Also, it looks and feels premium.
A few features of this laptop are worth mentioning here which include Vapor Chamber Cooling cooling technology, Chroma RGB Lighting, and Thunderbolt 3 are added advantages.
Pros- Strong CNC Aluminum body
- Ample SSD storage space
- 360Hz ultra fast panel
- Easy to upgrade
- Thin, light & portable
- Due to the aluminum body, it feels hot than usual
- Fingerprints stay on the chassis
Final Verdict
So we’ve almost completed out the list for the best laptops for machine learning and deep learning, here each laptop has got its specialty.
But then if you would ask me personally which is my favorite laptop, my first laptop of choice would be the Alienware M15 R6 because of the powerful specs which it packs in, and also for the 512GB of space which it has got to offer. Though this laptop is priced on the higher side it is worth your money.
My second laptop of choice would be the Razer Blade 15 for the powerful features which it has got to offer like I said before it’s also about the proper combination of specs.
