And in recent years, we have seen a surge in the number of people interested in machine learning. As machine learning becomes more popular, there is an increasing demand for laptops that are specifically designed for this purpose. And in the quest to satisfy this demand, many laptop brands have designed and produced many laptops that can handle machine learning tasks. This has solved the problem of increased demand for machine learning laptops. The question now is, among the tons of laptops, which is the best? How can I know that a particular laptop can handle machine learning tasks easily without lag? Is it in design, cost, or hardware alone? This is the question this article is here to answer. So, if you are among the folks that want to build a machine learning skill and you want to know the best laptop that can help you achieve that, this article is for you. With a good laptop and other machine learning tools, you can be sure of a good machine learning career. In this article, we will take a look at the best laptops for machine learning currently on the market. We will consider a variety of factors, including processing power, memory, and graphics.
What to Look Out for When Choosing a Machine Learning Laptop
Before buying any laptop for machine learning, it’s imperative that you consider some vital elements like portability, RAM, CPU, GPU, and others. These elements or factors are the major determinants of this list.
Portability
Choosing the best device for machine learning is one of the most crucial considerations. However, you can choose a personal computer if portability is not concerned. Since virtually every company now practices remote working, portability becomes vital when selecting a device. The weight of the laptop increases with processing power. This could mean a variety of things.
RAM (Random Access Memory)
It is strongly advised to buy a laptop with at least 16 GB of RAM for ML, but if you have the extra cash, always go with a 32 GB model. When multitasking, there would be many issues if RAM was limited.
CPU (Central Processing Unit)
When selecting a deliverable device specifically for machine learning, always choose the more powerful, high-performance option. Therefore, selecting processors above the Intel Corei7 7th Generation is advised.
GPU (Graphic Processing Unit)
The GPU is an essential component in solving complex matrix problems. Various neural networks are computationally more intensive that are used in deep learning and machine learning. GPU becomes crucial for enabling parallel processing. Only with a GPU can you complete any task that usually takes weeks or months in a matter of hours.
Storage
Although having enough storage is essential when buying a laptop, you can also choose cloud storage options if you feel you need more. Additionally, getting a laptop with at least a 1 TB HDD is recommended when investing in machine learning.
Operating System (OS):
When discussing operating systems, you can refer to Linux, Windows, or Mac.
15 Best Laptops for Machine Learning
Here are the best laptops for machine learning:
Lambda TensorBookDell Gaming G3 15 3500GIGABYTE G5 GD Apple MacBook Pro 15Acer Nitro 5 AN515 ASUS ROG Strix GL702VSAcer Predator Helios 300Razer Blade 15 ASUS VivoBook K571MSI P65 Creator-654Microsoft Surface Book 2 15″HP OMEN 15-dh1054nrDell Alienware Area 51MASUS ROG Zephyrus S
1. Lambda TensorBook
The first on our list of the best laptops for machine learning is Lambda TensorBook. If you are working with Lambda Stack, you will enjoy this laptop because it is designed for people building machine learning skills with Lambda Stack. With this laptop, you can easily upgrade to frameworks like Ubuntu, TensorFlow, PyTorch, Jupyter, NVidia Cuda, and cuDNN. Specifications
GPU: RTX 3080 Super Max-Q (8 GB of VRAM).CPU: Intel Core i7-10870H (16 threads, 5.00 GHz turbo, and 16 MB cache).Memory: 64 GB of DDR4 SDRAM.Storage: 2 TB (1 TB NVMe SSD + 1 TB of SATA SSD).Operating system: Ubuntu 20.04 and Windows 10 Pro.
2. Dell Gaming G3 15 3500
Next on our list is Dell Gaming G3 15 3500. This laptop is one of the most powerful and robust laptops that can handle heavy workloads. It is equipped with an Intel Core i7 processor and 16GB of RAM, making it one of the most powerful machines available for purchase. Additionally, the Dell Gaming G3 15 3500 boasts a GTX 1050 Ti graphics card, which will come in handy for gamers or those who need graphic-intensive work. As far as storage goes, the Dell Gaming G3 15 3500 has a 512GB solid-state drive, providing ample space for your games, photos, music, and other data. Specifications
GPU: NVIDIA GeForce RTX 2060 6GB GDDR6CPU: 10th Generation Intel Core I7-10750HMemory:16GB 2933MHz DDR4, Storage: 512 GB M.2 [PCIe] NVMe (SSD)Display: 15.6 Inch FHD (1920 X 1080)
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3. GIGABYTE G5 GD
All data scientists, experts in machine learning, and gamers have always prioritized gigabytes. This is because the laptop has high-quality advanced features that run any software without lag. The laptop has a 512 GB NVMe SSD hard drive, an NVIDIA GeForce RTX 3050 Ti (4 GB) graphics processing unit, and different ports. It has 1 x HDMI 2.0, 1 x USB 3.1 Type-C, 2 x USB 3.1, and 1 x USB 2.0. Once you have this laptop with any of the best machine learning courses online you can build a career. Specifications
GPU: NVIDIA GeForce RTX 3050 Ti 4 GB.CPU: Intel Core i5, up to 4.5 GHz.Memory: 16 GB DDR4.Storage: 512 GB NVMe SSD.Operating System: Windows 10 Home.Display: 15.6, 1920 x 1080.
4. Apple MacBook Pro 15
Next on our list of laptops good for machine learning is Apple MacBook Pro. This one is one of the most well-liked multitasking laptops for deep learning and machine learning. This becomes unique for Apple devotees who won’t compromise the Apple brand. It is the best choice for machine learning professionals and comes with 14- and 16-inch displays. Despite being made of aluminum, the MacBook is significantly more expensive than other laptops. Specifications
Processor: 2.6GHz 6-core Intel Core i7Memory: 16GB of 2400MHz DDR4 onboard memory.Hard Drives: 256 GB SSD/512 GB SSDGPU: Radeon Pro 555X with 4GB of GDDR5 – Intel UHD Graphics 630.OS: macOSDisplay: 13.30-inch and 2560×1600 pixels and 15.4″ Retina Display IPS Technology 2880×1800.
5. Acer Nitro 5 AN515
Next on our list of best laptops for machine learning is Acer Nitro 5 AN515. This laptop has a lovely exterior and offers premium looks for a reasonable price. Apart from machine learning, it is an excellent choice for PC gaming on the go because it has an Nvidia RTX 3050 Ti GPU. Even though this laptop is specifically made for gamers, data scientists and machine learning experts also favor it as one of their top options. Specifications
Processor: Intel Core i5 up to 4.5 GHz.Memory: 16 GB DDR4.Hard Drives: 512 GB NVMe SSD.GPU: NVIDIA GeForce RTX 3050 4 GB.OS: Windows 10 Home.Display: 15.6, 1920 x 1080.
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6. ASUS ROG Strix GL702VS
The ASUS ROG Strix GL702VS is a powerful and versatile gaming laptop that can handle any game you throw. Aside from gaming, it is also one of the best laptops for artificial intelligence and machine learning. With a 7th generation Intel Core i7 processor and NVIDIA GeForce GTX 1070 graphics, the GL702VS has the power to take on any game. The laptop also features 16GB of RAM, a 1TB hard drive, and a 17.3-inch Full HD display. If you’re looking for a gaming laptop that can do it all, the ASUS ROG Strix GL702VS is the one for you. Specifications
Processor: 3GHz AMD Ryzen 7 1700 (8-core, 16MB cache)RAM: 16GB DDR4Storage: 256GB SanDisk SSD , 1TB hard diskDisplay: 17.3″, 1,920 x 1,080 non-touch IPSGPU: AMD Radeon RX 580 4GBOperating System: 3GHz AMD Ryzen 7 1700
7. Acer Predator Helios 300
For Machine learning professionals who want Intel processors, excellent RAM size, and RTX 30X GPUs, Acer Predator Helios 300 laptop is one of the best laptops you should go for. Acer Predator Helios 300 has many great features, such as a 15.6″” Full HD (1920 x 1080) Widescreen LED-backlit IPS Display with a 16:9 aspect ratio. It also has dual front-facing stereo speakers, dual digital microphones, and a Full-size Island-style RGB Backlit Keyboard with Numeric Keypad. With this laptop, you will run any gaming software and handle business, personal, and machine learning projects. Specifications
Processor: Intel Core i5 up to 4.5 GHz.Memory: 64GB DDR4 3200MHzHard Disk Size: 1024 GBGPU: NVIDIA GeForce RTX 3050 4 GB.OS: Windows 10 Home.Display: 15.6, 1920 x 1080.
8. Razer Blade 15
The Razer Blade 15 series laptop is next on our list of best laptops for machine learning applications. It is specifically used for creating ML applications, gaming, and business purposes. Razer Blade 15 is a powerful machine that is perfect for machine learning. It has a fast processor and plenty of memory, making it ideal for complex tasks. The Razer Blade 15 also has a large screen, making it easy to view data and results. This laptop has a 15-inch screen, a traditional black color, and a lovely design. Because it has an i7 core processor, 16 GB DDR4 memory, and 1 TB storage, it is excellent for machine learning projects. Specifications
Processor: Core i7Memory: 16 GB DDR4Display: Available in 15-inches ScreenWeight: 3 kg 920 gStorage: 1 TB in Hard Disk DriveOS: Windows 11 Home
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9. ASUS VivoBook K571 Laptop
Asus has been in the laptop market for a while now, and they have a good reputation. The VivoBook K571 is one of their newest laptops, and it’s designed for machine learning. It has a 15.6-inch display, an Intel Core i7 processor, 16GB of RAM, and an NVIDIA GeForce GTX 1050 Ti graphics card. That makes it a powerful laptop that can handle demanding applications. The VivoBook K571 also comes with a 1TB hard drive for storage and a backlit keyboard so you can work in low-light conditions. Asus includes a one-year warranty with the VivoBook K571. If you’re looking for a powerful laptop for machine learning, the Asus VivoBook K571 is a great option. Specifications
Processor: Powerful Intel Core I7-9750H Processor (12M Cache, Up to 4.5 GHz)Memory: 16 GB DDR4Display: 15.6” 120Hz Nanoedge Storage:256GB PCIe NVMe SSD + 1TB HDDOS: Windows 10 HomeGraphics: NVIDIA GeForce GTX 1650 4GB GDDR5
10. MSI P65 Creator-654
We can’t fail to include MSI P65 Creator-654 in this list of the best The MSI P65 is another good laptop for machine learning. The laptop uses a 2.3 GHz Intel Core i9-9880H 8-Core CPU. The best feature of this laptop is its powerful processor, which offers excellent performance and an impressive screen. Specifications
Processor: Core i9Memory: 32GB RAM DDR4Display: Available in 15.6 inches Screen with 4K displayStorage: 1 TB in Hard Disk DriveOS: Windows 10 Pro
11. Microsoft Surface Book 2 15″”
The Microsoft Surface Book 2 is a powerful machine perfect for machine learning. It has a 15-inch screen that allows you to see all the details of your work. The processor is fast and efficient, making it perfect for running machine learning algorithms. The Surface Book 2 also has a great battery life, so you can keep working on your machine learning projects for hours without worrying about running out of power. If you are looking for a powerful machine perfect for machine learning, then the Microsoft Surface Book 2 is the ideal choice. It has a fast processor and a large screen that will allow you to see all the details of your work. Specifications
Processor: Core i9Memory: 16 GB RAMDisplay: Available in 15.6 inches Screen with 4K displayStorage: 512 GB of StorageGraphics: NVIDIA GeForce GTX 1060 Discrete GPU W/6GB GDDR5
12. MSI GE66 Raider
We can’t fail to include MSI GE66 Raider in our list. This laptop is a powerful machine learning laptop with a discrete NVIDIA GeForce RTX 2070 SUPER graphics card. MSI GE66 Raider has a 15.6-inch Full HD display visual prowess that delivers images with 100% color accuracy. It also has an Intel Core i7 processor and 16GB of RAM to run machine learning software without lag. It has enough space where you can run high-quality software and handle complex machine learning tasks. Another interesting thing about this laptop is that it is portable. And it has customized keys. You can comfortably customize each Key to your liking. Specifications
Processor: 11th Gen. Intel Core I9 ProcessorMemory: 16 GB RAMDisplay: 15.6″” 4K UHD DisplayStorage: 512 GB of StorageGraphics: NVIDIA GeForce RTX
13. HP OMEN 15-dh1054nr
Next Machine learning laptop is HP Omen 15. This laptop has a large screen size, making it easy to see and work with data sets. It has a powerful processor that can make it easy to train models and run algorithms. Also, it is portable, so you can take it with you to work on projects anywhere. Apart from that, the battery life is also impressive. So, you won’t have to worry about running out of power in the middle of a project. HP OMEN 15-dh1054nr comes with an NVIDIA GeForce GTX 1660Ti, 16GB RAM, and hard drive storage of 512 GB that can store large files. These features can allow you to run or install machine learning applications without lag or the system crashing. Specifications
Processor: Core i7Memory: 16 GB RAMDisplay: 15.6 InchesStorage: 512 GB of StorageGraphics: NVIDIA GeForce RTXRAM: 16 GBOperating System: Windows 10 Home
You can also check out: 15 Best Laptops for Storing Photos in 2022
14. Dell Alienware Area 51M
Dell Alienware Area 51M for machine learning is a powerful laptop that can handle any task you throw at it. With its NVIDIA GeForce RTX 2080 graphics card, 32GB of RAM, and 1TB of storage, this laptop can handle anything from simple machine learning tasks to the most demanding ones. Plus, its 17.3-inch display is perfect for large datasets and complex models. With its 10th Gen Intel® Core™ i9K processors, it can handle premium designs and even offers performance and power. The only downside is that it is heavy and powered by two large power adapters. Also, it doesn’t have MicroSD Card slot and enough connectivity options. Specifications
Processor: 9th Generation Intel Core i9-9900HK Memory: 16 GB RAMDisplay: 15.6 InchesStorage: 1 TB SSDGraphics: NVIDIA GeForce RTX 2070 8 GBRAM: 16 GB DDR4Operating System: Windows 10 Home
15. ASUS ROG Zephyrus S
Finally, last but not least in our list of top machine learning laptops is ASUS ROG Zephyrus S. Honestly, our list can’t be complete without this laptop. Regarding laptops for machine learning, the ASUS ROG Zephyrus S is among the best on the market. This powerful laptop can handle any task you throw at it, thanks to its Intel Core i7 processor and NVIDIA GeForce GTX 1070 graphics card. Plus, with 16GB of RAM and a 1TB hard drive, you’ll have plenty of space to store your data. Its powerful hardware will let you train complex models quickly, and its large storage capacity will give you plenty of room to keep your data. Its sleek design makes it an excellent choice for working on the go. Apart from machine learning, this laptop is also suitable for games and deep learning. Specifications
Processor: 2.2 GHz Intel Core i7-8750H 8th Gen processorMemory: 16 GB RAMDisplay: 15.6-Inch FHD (1920×1080) Storage: 1 TB SSDGraphics: NVIDIA GeForce RTX 2070 with Max-Q DesignRAM: 16GB DDR4 RAM
Read Also: 15 Best Laptops for Linux Operating System| Full Spec For Machine learning and AI software, Apple MacBook Pro is the best. Any laptop that must handle Machine Learning Tasks must have a Minimum 7th Generation Intel® Core i7 Processors, 16GB RAM, 512GB hard drive, and a minimum of 256 GB storage. 16 GB of RAM is required for machine learning for most uses. A laptop with a dedicated graphics card of high end should do the work. There are a few high-end (and expectedly heavy) laptops like Nvidia GTX 1080 (8 GB VRAM), which can train an average of ~14k examples/second.
Conclusion
The best laptops for machine learning are the ones that have the most powerful processors and the most RAM. Machine learning requires a lot of processing power and a lot of memory, so the more of both a laptop has, the better it will be for machine learning.
Reference
Findthisbest.com- Best laptops FOR machine-learningNaukri.com- Best Laptops for machine learningJavatpoint.com- Best Laptops for machine learningTowardsai.net-best-laptops-for-machine-learning-deep-learning-data-science-ml-f55602197593
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