AI in real is giving machines the power to take decisions without human assistance. Machine learning is a sub-set of AI; you can call it the brain of Artificial Intelligence.
In machine learning, a computer is used to process a humongous volume of data and make a decision without any human interface. The best thing is, in machine learning, results get better and clearer with more data-set.
As in machine learning, a computer has to process millions of data-set at one time and to get better and instant results there is a powerful laptop required. A laptop that could run heavy machine learning algorithms without any hiccup and today we are going to share a list of the top 10 best laptops for machine learning 2021.
You can’t buy a laptop for a particular purpose. Brands do not manufacture laptops just for machine learning. But, we can check for specs and see what laptops integrate those specs and features. You can do that for you if you have time and required expertise or simply rely on us.
We have curated this list after deep research and with field expert’s recommendations. So without further ado, here are the 10 best laptops for machine learning 2021.
Best Laptops For Machine Learning (2021)
| IMAGE | PRODUCT | DETAILS | ||
|---|---|---|---|---|
 | Razer Blade Pro 17 |
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 | MSI GS66 Stealth |
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 | Hp Omen 15 |
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 | Acer Predator Helios 300 |
| Check Price | |
 | ASUS ROG Strix G15 |
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 | Alienware M15 |
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 | MSI GL65 Leopard |
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 | Asus Tuf A15 |
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 | Lenovo Legion Y540 |
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 | Eluktronics MAX-15 |
| Check Price |
1. Razer Blade Pro 17
- 10th Gen I7 8-core processor
- 300 Hz refresh rate
- RTX 2070 graphics card
- Sharp, bright, and crisp display
- The high-ended vapor chamber design
What makes this gaming laptop the finest machine learning laptop is its maxed-out specification. Yes, we see for machine learning, you required a powerhouse laptop that handles complex machine learning algorithms. It comes with an ideal specification that provides you with the right amount of power and efficiency to get the job done. Plus, it is a portable option. Yes, it is a 17-inches laptop and weighs just 6 pounds, which makes it a hands-down option even for frequent travelers.
It comes powered with 10th Gen Intel Core i7-10875H Processor with a clock speed of up to 5.1 GHz in the turbo boost. The processor is on par and makes you take on machine learning, and it’s hard to go through projects.
Its sweetest spot is Nvidia GeForce RTX 2070 Max-Q graphics card. The latest graphics card brings hard to process through visuals smoothly presented on the screen. It delivers smooth graphics and makes you hands-on latest games. The model renders the right amount of power to play the latest titles at great speed.
It has 512GB SSD storage to offer. The storage can be upgraded. The model offers an extra slot for storage to expand it matches the required specification. The added storage though is good to go for an avid programmer. Yes, if you are working on a large professional scale project, and need to store lots of files, you can get the right use of the upgradability option.
It got 17-inches FHD IPS display that comes fitted in slim bezels. You get a 17-inches screen with a weight of 15-inches screen. To make the laptop portable for avid gamers, the brand tried really hard to cut-off extra things to lower the weight down to 6 pounds.
Its display supports 300 Hz refresh rates and 3ms response time. It is helpful when you get hands-on latest titles and indulge in long competitive gaming sessions where every moment makes a difference. You get 4k resolution and view images and videos at the utmost clarity.
It has a razer Chroma backlit keyboard. Its per-key RGB backlit keyboard illuminates the environment and makes you enjoy a hassle-free typing experience without any hindrance.
Lastly, for this class of machine where all specs are maxed-out, it was essential to integrate a high-ended cooling mechanism. This model integrates a cutting-edge designed vapor chamber that ensures improved airflow and optimal temperature inside the chassis for an extended gaming session.
Its battery life is not that amazing. We can accept that because, for this class of laptop, it is hard to offer a long run. Still, it manages to power-up at least six hours in a single charging.
| Hardware Specifications | |
| Processor | Intel Core i7-10875H |
| Ram | 16GB DDR4 |
| Storage | 512 GB SSD |
| Graphics | NVIDIA RTX 2070 MAX-Q |
| Display | 17.3 FHD (1920 x 1080) IPS 300Hz |
2. MSI GS66 Stealth
- 10th gen processor
- 240 Hz refresh rate
- 16GB memory (upgradable)
- SteelSeries per-key RGB keyboard
- Innovative cooling mechanism
Powerful laptops often come in bigger and bulky profiles. To pack maxed-out specs, manufacturers have to sacrifice the portability, mostly. Not in the case of MSI designed GS66. The model gives a tough competition to Razer blade premium, but when compared with the former, it stands heads and shoulders above. It is a tiny monster, packs huge specs inside a slim profile, and makes you enjoy games and machine learning at their best.
It comes integrated with the 10th gen Core i7-10750H processor that reaches up to 5.0 GHz clock sped. It has 6-cores and 16 threads to add a boost to your complex processing. You can go through a multitude of data-set for your machine learning and deep learning project without witnessing a single tad of issue.
Its true power source is nothing but a graphics card. Yes, it integrates an NVIDIA GeForce RTX 2060 graphics card with 6GB dedicated memory. High-end CPU plus powerhouse GPU combination brings forth the fastest processing power you ever witnessed.
It has 16GB memory to help you go through multiple operations at one time. You can switch through multiple projects and enjoy a seamless error-free computing experience. Even for the larger machine and deep learning projects, the added memory is more than required. Plus, if you want more memory, the model offers an extra slot that lets you expand memory up to 32GB.
Its storage is on par. You enjoy 512GB SSD NVMe storage to experience quick load time, boot-up, and data transfer speed. For machine learning and AI projects, you would not feel like less storage.
It comes fitted in a 15.6 inches FHD IPS anti-glare display. Thin 4.99 mm bezels hold-up the display well and make you enjoy more screen area of the 84-percent screen to body ratio. The display further shares larger viewing angles and supports a 240 Hz refresh rate to offer five times faster and smoother images produced on the screen.
It has the world’s best steel-series RGB Backlit enabled keyboard. Per key RGB color, support offers you choose 16 million shades and get the desired scheme and pattern. The keyboard is smooth and makes you enjoy superb typing and gaming experience.
It got a 99.9 Whr battery that supports up to 8-9 hours in battery save mode, 5-6 hours in light browsing and multimedia, and 3-4 hours for intensive gaming sessions. I see the battery is good to go, for a laptop of this class, having this much of battery is more than amazing.
In total, it is the finest laptop for machine learning. It checks all the boxes right and makes you smoothly pass through the hardest tasks easily. It got power, good looks, portability, and every ingredient to make your experience worthwhile.
| Hardware Specifications | |
| Processor | Intel Core i7-10750H |
| Ram | 16GB DDR4 |
| Storage | 512 GB SSD |
| Graphics | NVIDIA RTX 2060 |
| Display | 15.6″ FHD Anti-Glare 240Hz |
3. HP OMEN 15
- Powerhouse processor
- RTX 2060 Graphics
- Four-sided Nano Edge brighter display
- Four-zone RGB backlit keyboard
- Sturdy made laptop
HP Omen is another great pick that comes packed with maxed-out specs. Its features and powerhouse performance make it a viable option for machine and deep learning. It shares a premium and sturdy construction.
You will smoothly pass through any amount of workload using 10th Generation Intel Core i7 Processors. It is a six-core processor with 5.0 GHz clock speed and 12-threads to boost up your processing power.
Furthermore, it has 16GB RAM that supports heavy tasks. You enjoy smooth and error-free multitasking using the giant memory size. The size is more than enough for machine learning and AI projects; you would not feel any lag in performance and can easily handle millions of instruction at one time.
It has 512GB SSD storage to help you store-up bigger and larger files with no issue. Not only the size of the storage is on par, but the type of storage is helpful. You enjoy 17-times faster and instant loading and boot-up time to enjoy amazing speed. Do not worry, if your storage is running short, you can upgrade it using the extra slot that comes integrated with the machine.
Its 15.6 inches FHD IPS diagonal display adheres to super crisp and vibrant images produced on the screen. The display’s brightness is further taken care of 300 nits of brightness, 100-percent sRGB colors, and anti-glare panels. These features add-up and bring forth unmatched display experience. To help gamers stay ahead of others, the display supports 300 Hz refresh time and 3 MS response time.
Its RTX 2060 graphics card of 6GB memory is the star of the show feature. This feature lets you play the latest games, have hands-on graphics-intensive work, and make you smoothly pass through the heaviest loads of numerical data-set.
It has a range of ports options included thunderbolt 3. You enjoy Thunderbolt 3 performance for charging, data transfer, and connecting of another monitor up to 6k. It has three USB 3.0 Ports as well with HDMI and Mini display port to enhance your connecting experience. You can connect any device anytime and boost up overall connectivity experience.
Its 4-zone RGB backlit keyboard and Wi-Fi 6 further powered the device for next-level processing’s.
In total, the latest model ideally fits arrays of computing needs. You get it for business purposes, gaming, machine, and deep learning, and other purposes. It got all the specs to go through the hardest tasks. So, get hands-on with the model, it is going to change your computing experience altogether.
| Hardware Specifications | |
| Processor | Intel Core i7-10750H |
| Ram | 16GB DDR4 |
| Storage | 512 GB SSD |
| Graphics | NVIDIA RTX 2060 |
| Display | 15.6 FHD IPS 300Hz |
4. Acer Predator Helios 300
- 10th gen core i7 processor
- RTX 2060 graphics card
- FHD IPS 144 Hz display
- Four-zone backlit keyboard
Acer Predator is one of the finest laptops that come with the features and specs that ideally match our machine learning workload. It is no doubt one of the most powerful gaming laptops. Its display is actually one that appealed to us to add the model. Not just display, it got all other features as well to make your machine learning and AI smooth like never before. It is actually a gaming device, the brand also touted it as a gaming model as its specs are all for the latest games. It is a device that helps your game as well as does machine learning.
It comes integrated with a 10th Generation Intel Core i7-10750H 6-Core Processor that offers a 5.0 GHz clock speed. Whatever you take on this laptop, it will smoothly pass through. From the time you turn it on to one hour later when you are deep into using the high-end specs, it is super-fast.
It has an NVIDIA GeForce RTX 2060 graphics card of 6GB dedicated memory. The combination of the latest six-core processor and RTX 20-series graphics stands out whatever you process through. Its gaming capabilities are not hidden from the world’s eyes. The added processor helps to hands-on any latest titles and without witnessing a tad issue standout on the battlefield.
Its display is one of the glaring benefits you will receive. With a 15.6 inches FHD IPS display that offers a 144 Hz refresh rate and 3ms response time make you viewing experience smoother and seamless. You stay ahead in the game, outshoot, outrun and outlast your competitors. Moreover, the display adheres to anti-glare panels to take it out outdoor for gaming or studying purposes. You would not have to search for shade in the surroundings to view the display. It renders images and videos at 1920 x 1080 pixel resolution; 300-nits brightness does its part and offers as bright as imagining screen.
It has 16GB DDR4 RAM to help you pass through a multitude of workloads at one time. The memory makes it easier for a professional programmer to work through multiple projects without any issue. Furthermore, its 512GB SSD offers bulk storage to store your files and folders. The storage has dual slots; you get another slot to expand the storage.
Its keyboard is one of the finest things you will see. It has a 4-zone RGB backlit keyboard to stun your typing experience. You can smoothly pass through any bulk of typing work and indulge in games without any turbulence.
It has arrays of ports option. It got an HDMI port, HMDI port, and MiniDp along with USB 3.2 and USB 3.1 ports for enhanced connectivity.
So, get ready for the battle ignite fusion inside, and get hands-on the latest games. One thing more, its innovatively made 3d design fan system helps you to indulge in a heavy gaming session. And play for hours without any turbulence of heating and other stuff.
| Hardware Specifications | |
| Processor | Intel Core i7-10750H |
| Ram | 16GB DDR4 |
| Storage | 512 GB SSD |
| Graphics | NVIDIA RTX 2060 |
| Display | 15.6 FHD (1920 x 1080) IPS 144Hz |
5. ASUS ROG Strix G15
- 10th Gen Core i7 processor
- RTX 2060 8GB graphics
- IPS display with 240 Hz refresh rate
- ROG’ intelligent cooling system
ASUS designed ROG Strix G15 is one of the best laptops for machine learning. What makes this model stands out for machine and deep learning is its integration with the latest technology and sturdy construction. It shares a clean streamlined design and unrivaled core computing experience for the latest titles and high-end multitasking.
It comes powered with 10th Gen Intel core i7-10750H Processor that goes up to 5.0 GHz clock sped. A multi-core multi-thread processor offers superior computing experience and makes you power through intensive workload and gaming.
It has an NVIDIA GeForce RTX 2070 graphics card of 8GB dedicated space to make you play any game of your choice without rendering and freezing issues. The GPU renders high FPS power and makes you enjoy the full advantage of 240 Hz refresh rates.
Its storage is one of the most glaring positive aspects that made us lured to it. It has 1TB SSD storage that helps you to take the entire gaming library with you. Or fill the bulky storage with the machine learning projects and AI projects. You know Machine learning projects are bulkier and contain millions of data-set. Storing up this magnitude of data-set often halt issues. This storage along with the extra slot that supports storage up to 3TB SSD makes you never fall short of memory and store anything important to you.
It has 16GB memory enough to hold-up lots of apps and programs. You can seamlessly switch through apps and programs without any issue.
It has 15.6 inches FHD IPS display that supports 240 Hz ultra-fast refresh rates and 3ms response time to diminish motion blur and renders on par precession and tracking.
The display is further shunned with anti-glare panels, wider viewing angles, and 300 nits of brightness to enhance the viewing experience. Not just for gaming, the display offers a hands-on experience for movies. You enjoy an immersive viewing experience at 1920×1080 pixel resolutions without missing single information.
Furthermore, to offer an uninterrupted gaming experience, RGO comes up with an intelligent cooling system that combines system features and settings to ensure the best gaming experience. The excessive heat is send-off the system to maintain the optimal temperature for a smooth experience.
In total, the laptop shares everything for gaming and intensive workload. In our case, we get many advantages of high-end specs, portability, and the right features.
| Hardware Specifications | |
| Processor | Intel Core i7-10750H |
| Ram | 16GB DDR4 |
| Storage | 1TB SSD |
| Graphics | NVIDIA RTX 2070 |
| Display | 15.6 FHD (1920 x 1080) IPS 240Hz |
6. Alienware m15
- Fast processor with unrelenting power
- RTX 2060 Graphics with R-tracing
- FHD IPS display with 144 Hz refresh rate
- Sturdy construction with high-end material
When you buy a laptop for high-ended intense tasks, not just the specs, you sought-for sturdy construction as well. In housing that particular laptop, you will be spending high, and you will want that model to last longer than usual. If that’s your criterion, a laptop that is powerful and sturdy made, get a hands-on Alienware made M15 laptop.
It is made of high-end material such as magnesium alloy, copper, and steel that gives it ruggedness, lightweight, and made it run longer than expected. It is though a full-fledged gaming laptop, but its pecs favor us for machine learning and other core computing tasks.
It comes powered by Intel Core i7-10750H six-core processor that offers 5.0 GHz instant processing speed. The multi-core and multi-thread processor offers unrelenting processing power and makes your process through loads of heavy tasks without getting slowed down. Not only the processor is fast and efficient but offers hyper-efficient voltage regulation to make it consume less battery compared to other models.
It has the right memory and storage option as well. With 16GB memory, you get the right hold of multiple operations and 512GB SSD offers enough storage space to fill up with important data.
Furthermore, to power through a multitude of graphic workloads, the model manages to pack Nvidia GeForce RTX 2060 Graphics card of 6GB dedicated memory. The Latest made graphics card ensures instant graphic processing without a tad sign of slowing down. The Turing architecture graphics card supports real-time tracing and renders a life-like gaming experience.
It has a 15.6 inches FHD IPS display that supports 1920 x 1080 pixel resolutions to offer a clearer, better, and the crisp image produced. Furthermore, the display’s refresh time falls at 144 Hz with 300 Nits of brightness. In total, the display is what we have been looking for gaming and tasks in hands.
Plus, the display also incorporated a panel that filters through blue lights and prevents eyesight from blue-light damage.
The model also comes with Cryo Tech technology that optimizes internal components cooling to enhance the overall computing experience. You receive improved overall air-flow within the chassis to maintain the optimal internal temperature.
Its keyboard offers customized typing experience. With 4-zone RGB backlit keyboard with N-key rollover and anti-ghost technology, you are going to get a smooth error-free typing and gaming experience.
In total, the laptop seems fulfilling the highest criterion for machine and deep learning. If you can afford a big price, the specs really worth and make your machine learning AI experience amazing.
| Hardware Specifications | |
| Processor | Intel Core i7-10750H |
| Ram | 16GB DDR4 |
| Storage | 512 GB SSD |
| Graphics | NVIDIA RTX 2060 |
| Display | 15.6 FHD (1920 x 1080) IPS 144Hz |
7. MSI GL65 Leopard
- Amazing 144 Hz IPS display
- RTX 2070 Graphics card
- Per-Key RGB steel Series keyboard
- Stunning Cool Boost option
If you are after buying a laptop that offers the best bang for your buck in terms of performance, productivity, and specification, get a hands-on MSI designed G65 model. This model shares everything that could be possible in this price radar to overflow your gaming and computing experience. If you are after a high powered machine that looks amazing as well, get hands-on the model. Let’s review its specs in detail and have an in-depth analysis.
It has a 10th Gen Intel Core i7-10750H six-core processor that goes up to 5.0 GHz clock speed. The given processor offers the required processing power and makes your process through any amount of workload.
Furthermore, its Nvidia GeForce RTX 2070 Graphics card of 8GB dedicated space offers what is required for gaming and bulk workload. New designed RTX series processor offers more cores and improved graphics load handling. It offers 52-percent fast processing compare to the previous generation. The latest processor supports R-tracing and AI to make you have physically accurate shadows, reflections, and lighting.
It has 512GB SSD storage that helps you store anything without getting short of storage. The storage is upgradable; you can expand the storage without replacing the whole laptop.
Its memory size comes filled with 16GB DDR4 RAM. Enough to get hold of complex multitasking, even for high-ended games. RAM as well can be expanded up to 64GB. So, get the right use of the extra slot and expand the memory up to your needs and requirements.
It has a 15.6 inches FHD IPS display. Experience a clear victory on a fast 144 Hz gaming display with the right 3ms response time. You get ultra-fast images and videos produced on the screen with accurate color productions.
The model helps you enjoy a personalized gaming experience with the Steel Series per-key RGB keyboard. You can give different colors to each key and enjoy a super smooth illuminated typing experience.
Its battery life is not that amazing. Still, for the high-ended laptop of this class, it is good to go. You can enjoy 3-5 hours of gaming and an intense workload. For multimedia and other light usages, 5-6 hours battery you get.
In a nutshell, the laptop shares the features of a full-fledged gaming laptop. Its specs are maxed-out, that ideal matches our requirement for machine learning. You enjoy a super smooth machine and deep learning experience using the model.
| Hardware Specifications | |
| Processor | Intel Core i7-10750H |
| Ram | 16GB DDR4 |
| Storage | 512 GB SSD |
| Graphics | NVIDIA RTX 2070 |
| Display | 15.6 FHD (1920 x 1080) IPS 144Hz |
8. ASUS TUF A15
- 8-Core processor
- GTX 1650 Graphics card
- IPS FHD 1080P display
- Longer Battery Life
If you are a gamer and a machine learning enthusiast, nothing competes with this model in tackling the load of both. The mode is geared for serious gaming and has proven its power and gaming competition. The mode houses a military-grade construction and stands out due to its high-end specs line. It is a true beast that got some real power and gut to pass through the heaviest workload.
It comes integrated with AMD Ryzen 7 4800H Processor 8-core processor that goes up to 4.2 GHz clock speed and make you taste some real processing power. It is instant processing capabilities when joins hands with the latest GTX GeForce 1660 Ti graphics card brings forth matchless results.
Whether it is serious games or the workload you are encountered, the beast calculates and processes through as instant as could be. Get hands-on with the latest games and see how powerful the beast is.
With 16GB RAM and 512GB SSD storage you get required and desired specs. The storage comes with a dual-slot to expand the system capacity. You can expand the storage to stuff more files and folders important to you. The same goes with the memory, you can expand the memory as well.
It has 15.6 inches FHD IPS display that helps you to view smooth error-free images and enjoy enhanced resolution. The display integrates anti-glaring panels to remove the glares in outdoor usage. Its FHD display brings true to life as lively as the world around your images presented on the screen.
Its wide range of ports enables you to connect any device anywhere. You can connect your more favorite device and start working right away. It has two USB 3.2 Type-A port, one UB 2.0 port that helps you to connect preferred peripherals.
It also houses an innovative cooling system. Its comprehensive cooling mechanism ensures optimal cooling performance. Even when you are into extended gaming sessions, your laptop would not turn into an oven to disrupt your ongoing performance.
It is a travel-friendly model. The total weight of it falls at 5 pounds, slim profile and small footprints add up and make it an ideal travel companion that can be taken around without any issue.
| Hardware Specifications | |
| Processor | 8-core AMD Ryzen 7 4800H |
| Ram | 16GB DDR4 |
| Storage | 512 GB SSD |
| Graphics | NVIDIA GTX 1660 Ti |
| Display | 15.6 FHD (1920 x 1080) IPS 144Hz |
9. Lenovo Legion Y540
- 10th gen I7 processor
- GTX 1650 Ti graphics
- Full-size backlight keyboard
- Easy to travel with
What do you like the most about Lenovo laptops? Their right balance of specification and price tag. Actually, in recent years Lenovo laptops have earned a unique place for themselves. Especially in hardcore processing’s, you see their laptops come in front-row. The model Lenovo Legion Y540 is one of the finest laptops that fulfill our criterion for machine learning.
It comes powered with 10th Gen Core i7-9750H Processor with a clock speed of 4.5 GHz. The model offers a stunning range of processing power without costing too much. Mention processor can deal with the amount of load you will get encountered in the machine and deep learning.
It has 16GB DDR4 RAM that backs your multitasking and makes you run multiple apps and programs without any issue. This much of RAM is more than enough for personal to professional scale multitasking.
It has dual storage to fits your storage needs. With 512GB SSD storage and 1TB HDD storage, you get things stored at sky-rocketing speed. It is enough storage for our tasks and we can easily store-up our favorite files and folders.
Its stand-out feature that helps the model to smoothly pass through all kinds of visual processing is its GPU. It got a superb GPU; in fact, it is hard to see NVIDIA GeForce GTX 1660Ti Graphics for the price. It is really amazing, and if your work depends upon more on graphics, gets hands-on with the model.
It has a full-sized keyboard with white backlighting support. The model offers 100-percent anti-ghosting and 1ms response time. You are going to experience a new level of typing and gaming here. With 4 mm keys, you never miss a strike and get things rolled on accurately precisely.
For a long time, dedicated gaming laptops heat issue had no solution. Recently some brands broke the pattern and launch an innovative cooling system. This model adheres to the same. It offers a dedicated cooling system to cope with the heat issue. For you, heat is no longer an issue. It easily sits out excessive heat through the vents and maintains an optimal inside temperature.
In total, the model hits the right chord. It has everything a gamer and hardcore computing user would require. It got the real power to cope with the heaviest load and make you smoothly pass through any workload.
| Hardware Specifications | |
| Processor | Intel Core i7-9750H |
| Ram | 16GB DDR4 |
| Storage | 512 SSD |
| Graphics | NVIDIA GTX 1660 Ti |
| Display | 15.6 FHD (1920 x 1080) IPS |
10. Eluktronics MAX-15
- 10th gen 8-core processor
- RTX 2070 Graphics card
- Per-Key RGB backlit keyboard
- Great for hardcore computing
For laptop users, the name Eluktronics seems new. The brand has recently made it to the laptop world and hits really hard. It’s some products have really got some positive attention from the laptop community. Its MAX-15 gives a hard battle to some premium range model such as MSI GS65. Its specs are almost the same but at $1000 cheaper price range.
It comes powered with the 10th Gen Intel i7-10875H 8-core processor. Eight core multi-thread processor goes up to 5.1 GHz clock speed that ensures that your operations will be processed in no time. It is the first 8-core intel processor in our list for the same price range. Not only the machine learning tasks but other more CPU-Intensive tasks can easily be handled using the processor.
It has an RTX 2070 graphics card of 8GB dedicated memory to add a boost to your visual processing. For machine learning and deep learning, there might not be that need to have this good graphics processor, still, it is great.
With 15.6 inches FHD IPS display you get smooth and crisp graphics produced on the screen. Its four-sided Nano bezel display support 240 HZ Refresh rate to make you stay ahead in the game.
Its storage capacity is on par, you get 512GB SSD storage that helps you expand the overall storage capacity. It has 16GB DDR4 RAM to ensure a smooth error-free multitasking experience. Keep in mind, 16GB ram is more than enough for the tasks in hands. This size of ram is often consumed for video editing and 3d modeling and designing projects.
It has a per-key RGB backlit keyboard that offers a smooth typing experience. The model offers tactile feedback and make you type for hours without any issue. You would not have any issue as long as the keyboard is concerned.
It has a good battery, actually more than just good. It runs for 6-8 hours on multimedia and browsing. For gaming, it lasts around 4-5 hours which is stunning and difficult to see in other models.
| Hardware Specifications | |
| Processor | Intel Core i7-10875H |
| Ram | 16GB DDR4 |
| Storage | 512 GB SSD |
| Graphics | NVIDIA RTX 2070 Super |
| Display | 15.6 FHD (1920 x 1080) IPS 240Hz |
Recommended Hardware for Machine Learning – Buying Guide
Machine learning requires lots of hardcore processing. You will be dealing with lots of artificial intelligent work. Here you will be processing millions of data set that requires a pretty powerful laptop. A powerful laptop that offers top-notch performance is a must-have.
In this coming section, we are going to pen down the most important and essential aspects of a laptop that aids in performance. Before you get hands-on a laptop, it is essential to match with these aspects.
CPU
CPU is the brain of the computer. It is important to house the latest generation powerful CPU for machine learning. For dealing with a machine and deep learning, your laptop will be under immense strain, it is ideal to consider grabbing an impressive processor.
In CPU there comes more than one aspect to look into. In plain English, you should buy the latest generation processor with core i7.
Currently, we are in the 11th generation, but most of the laptops we are using and listed here are of the 10th generation. In some years maybe we cross this line as well. So, it will be good to have a 9th or 10th generation processor.
GPU
If it is about processing simple data, the CPU can handle that straightforward. But, when it comes to dealing with a huge volume of complex data sets it becomes hard for a CPU to process through. If you do not house a dedicated graphics card, it will be hard for a CPU to process through the complex and large volume of data.
A dedicated GPU comes to rescue you. It takes the complex visual load and makes it easier for the CPU. Your CPU and GPU will smoothly process data hands in hands and you get double speed without any big issue.
So, for big complex visual and numerical data processing, it is essential to house a discrete graphics card. For machine and deep learning, we will be dealing with huge numerical data sets, so house a GTX 1650 graphics card with at least 2GB dedicated memory.
RAM
RAM is one of the core important attributes to look into a laptop when it comes to using programming apps and applications. For higher volumes of data more RAM is required.
Every time your CUP completes a process, or go through a particular processing task, it stores that processor step in ram. Next time, when the same sort of processing comes, CPU did not have to spend time analyzing which processing method should be applied to process that information. It just picks the short-cut from the ram and gets things done easily.
So, if you are dealing with a huge volume of data, more cheats or shortcuts will be stored in the memory, so more RAM will be required. In simple words, it helps you to run multiple applications and programs at one time.
For machine and deep learning, it is essential to have at least 16GB of RAM. Less than that might cause several issues for you in the long run.
Storage
Storage is the place in your computer where you save data permanently. For storing a large amount of data obviously, ample storage will be required.
Storages are of two types; SSD and HDD.
HDDs storage is a traditional type of storage that is less expensive but slow and takes time in loading, transfer data, and boot-up time. On the other hand, SSD stores are expensive but add a great experience in boot-up time, loading, and transferring data.
For our job, it is essential to have SSD storage. Without SSD storage, you will struggle a lot. It is good to have at least 512GB SSD storage for machine and deep learning projects.
Battery Life
For machines and deep learning, a powerful laptop is required. When high-end specs are being used, they consume more power and as a result, you will have less battery backup time.
Actually, the battery is more of individual needs. If you like to be untethered to your charger for a long time, more battery is required, and vice versa.
Still, a good battery is essential. High-end specs laptop uses more power and offers less backup time. For them, 6-7 hours is good to go battery runtime. Do not drop a laptop just because it offers 6-hours runtime in gaming and hardcore computing.
Frequently Asked Questions
What is the Difference between Machine learning and deep learning?
Machine learning and deep learning are often overlapped due to their almost similar type of work. The thing is always confusing, what is the real difference between them. Actually, in machine learning, algorithms are made, and machine use and pass instruction on the basis of those algorithms and make informed decisions. You can say, rules are already been set.
On the flip side, deep learning structure algorithms and makes an artificial neural network that upon receiving more data learn and make intelligent decisions. It requires a huge volume of data set for training.
Are gaming laptops good for machine learning?
Yes, I see the laptop hardware requirement for machine learning and deep learning is almost the same. You see in gaming laptops, specs are maxed-out to cope with the intense workload. Here as well in machine learning, you require the high-end specification to cater to the volumes of data-set.
If you grab a good gaming laptop, you can use that in place of a machine learning laptop without a tad issue.
Is MacBook pro good for machine learning?
Macbooks are a great machine. But unfortunately, for machines and deep learning, you cannot use them. Their graphics performance is not on par. They are not designed for gaming or other things that require intensive graphic workload similar to the machine and deep learning where millions of data set processed.
Macs face trouble in running CUDA which is important to access GPU. So, it is good if you grab a good laptop with a good graphics card.
Is 16 GB RAM enough for machine learning?
Yes, it is enough. Here we deal with the humongous volume of data and process through millions of data-set; it is required to have a big ram size. You can process the tasks at great ease and without any big issue. Get hands-on with the size of memory, and you will have the last issue popped-up.
Does machine learning require GPU?
For complex and intensive machine learning projects, it is essential to have a good Graphics card onboard. It will make it easier for you to process through data-set in less time. It is important to grab at least GTX 1650 Ti for the machine, deep learning, and AI or you will be struggling in dealing with the data-set.
The Bottom Line
We have reviewed the top best laptop for machine learning. In this guide, we tried to review top models and pick top-rated products with a good rating. These models have already been tested and proved their strength. You can rely on them for the task at hand in the long-run.
In this guide, we have given you enough information to learn what makes a laptop good for machine and deep learning. I am pretty sure, after reading through this guide you will be able to pick the best laptop as per your budget.
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