Machine learning is an important component of the growing field of data science. Through the use of statistical methods, algorithms make classifications or predictions, uncovering key insights within data mining projects. Not all laptops are ML-friendly, so here is a guide on the best laptops for AI programming.
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Table of Contents
Do you need a powerful laptop for machine learning?
A traditional laptop may not be perfect for your data science and machine learning tasks. You need to consider laptop specifications carefully to choose the right laptop. Here are some of the necessary requirements you should consider while making that powerful choice; from this detailed list of Best Laptops for AI Programming:
Choosing the right processor (CPU)
the processing power, new hardware compatibility, power efficiency and thermal management drastically increase with newer-generation processors.
Number of Cores and Threads:
consider buying a laptop with a higher number of CPU cores and threads especially if your laptop doesn’t come with a separate graphics card.
Base Clock Speed (Frequency)
The higher the base frequency, the faster your processor- typically measured in Gigahertz (GHz).
Cache Memory
The higher the cache memory, the faster your computer. Cache memory- typically measured in Megabytes (MB). An 8 MB of cache memory- recommended.
Supported Memory Types, Size and Speed
The recommended memory type is DDR-4, the size is 8 GB and the speed is 3200 MHz.
Choosing the right RAM
If you can afford and your laptop supports, upgrading to 12 GB or 16 GB is a perfect option. You will often want to install virtual operating systems on your laptop for big data analytics.
Storage Type
Traditional laptops come with HDDs (Hard Disk Drives). It is necessary to buy or upgrade your laptop with an SSD (Solid State Drive). SSDs are significantly powerful than HDDs. They have no moving parts and provide superior performance.
Display Size
A 15.6-inch or 17.3-inch display- highly recommended. Do not go below this. Having a 22-inch or 24-inch display is the perfect option.
Best laptop for programming and gaming
The plethora of gaming and programming laptop options available today is both a good and a bad thing.
It’s good because you have a lot to choose from. However, the number of options available can overwhelm you. This makes it difficult for you to choose the best laptop for programming and gaming simultaneously.
This is a curated list of the best laptops that would serve equal purposes for both programming and gaming:
| Rank | Model | Screen Resolution | Memory Speed | Graphics | More Details |
|---|---|---|---|---|---|
| 1 | Acer Aspire 5 | 1920 x 1080 | 3.5 GHz | AMD Radeon Vega 3 | Check Price |
| 2 | Acer Predator Helios 300 | 1920 x 1080 | 2.6 GHz | NVIDIA GeForce GTX 1660Ti | Check Price |
| 3 | ASUS TUF | 1920 x 1080 | 2.6 GHz | NVIDIA GeForce GTX 1650 | Check Price |
| 4 | Lenovo Ideapad L340 | 1920 x 1080 | 2.4 GHz | NVIDIA GeForce | Check Price |
| 5 | MSI GL63 | 1920 x 1080 | 2.6 GHz | NVIDIA GeForce GTX 1050 | Check Price |
| 6 | ASUS ROG | 1920 x 1080 | 2.6 GHz | NVIDIA GeForce GTX 1650 | Check Price |
| 7 | Acer Predator Triton 500 | 1920 x 1080 | 2.6 GHz | NVIDIA GeForce RTX 2060 | Check Price |
| 8 | Razer Blade | 1920 x 1080 | 2.6 GHz | NVIDIA GeForce RTX 2080 | Check Price |
Which is the best laptop for programming?
As a part of the best laptops for AI programming, it is only fair to talk about not only the best laptops for programming; but also the best budget laptops for the same. So here is a list from Analytics Insight.
MSI P65 Creator-654 15.6″
Micro-Star International is a Taiwanese IT corporation with one of the popular laptops for AI with a 15.6” ultra-wide HD screen, anti-glare wide view angle of HDMI-out 4K and 16:9 NVIDIA GeForce RTX2070 8G GDDR6.
It also has an SSD of 32GB DDR4 2400MHz with 2 sockets and maximum memory of 32GB.
This AI laptop comes with multiple thunderbolt USB ports with an i9 processor and a clock rate up to 4.8GHz.
The design is not much impressive but the quality is superior for working professionals to deal with Artificial Intelligence and AI models.
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Razer Blade 15:RTX
Razer Blade 15 is now available with a new 11th Gen Intel Core H series processor as well as NVIDIA GeForce RTX 30 series GPUs for providing the best quality graphics for Artificial Intelligence workloads.
It displays with refresh rates of up to 360 Hz and QHD 240 Hz for the ultimate speed in the thinnest 15” RTX. There are two models— advanced and basics with some mere differences incorporated in the laptops for Artificial Intelligence; where the advanced one consists of 1TB PCIe while the basic one has 512GB PCIe, just like that.
The ultimate memory involves 32GB RAM with approx. thin as 0.62”.
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TensorBook
TensorBook is popular for being one of the best laptops for catering to Artificial Intelligence in recent years. This AI laptop is built for deep learning powered by the NVIDIA RTX 3080 Max-Q GPU.
It has pre-installed TensorFlow, PyTorch, cUDNN, and many more applications for developers to work with Artificial Intelligence and machine learning.
This laptop for AI comes with Lambda Stack to upgrade these above-mentioned frameworks easily.
It consists of 64GB memory of 2666 MHz DDR4 SDRAM with Intel Core i7-10870H, 16 threads, and 16MB cache.
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Apple MacBook Pro
Apple is one of the leading tech companies in the Artificial Intelligence and machine learning field.
Thus, Apple M1 Chip with 8-Core CPU, 8-Core GPU, and 256GB SSD storage capacity is available in the market as one of the best laptops for AI.
It consists of a 16-Core neural engine, 8GB unified memory as well a 33.74 cm Retina display with true tone.
There is also an availability of Apple M1 Chip with 512GB SSD storage with the same features as 256GB SSD.
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Microsoft Surface Book 2
Microsoft claims the Surface Book 2 has power beyond the ordinary laptops of Artificial Intelligence because it provides 17 hours of battery life and is available in two different sizes— 13.5” and 15”.
It offers 16GB RAM with ITB SSD capacity and high-speed Intel Core i5 processors as well as NVIDIA GeForce dGPU Graphics.
This AI laptop is premium and light-weighted with unprecedented performance through PixelSense Display.
It is so flexible that it can be a laptop, tablet, and portable studio with a USB 3.1 and full-size SD card.
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2019 HP OMEN 15.6″
HP Omen Series is known for being one of the best laptops for Artificial Intelligence in the global tech market with a 15.6” full HD screen and IPS micro-edge LED display.
Offers NVIDIA GeForce GTX 1650 4GB GDDR5 and 9th Gen Intel Core i5-9300H Quad-Core Processor with 8MB cache.
Also consists of a 15GB DDR4 26666MHz SDRAM, 12GB of RAM, and 128GB PCIe SSD with 1TB 7200 rpm HDD.
It provides a full-size Island-style Red Backlit keyboard.
What laptop should I buy for machine learning?
A traditional algorithm takes some input and some logic in the form of code and drums up the output. As opposed to this, a Machine Learning Algorithm takes an input and an output and gives some logic which can then be used to work with new input to give one an output. The logic generated is what makes it ML.
This brings in the need for ultrafast processors with the maximum number of cores when it comes to laptops used for machine learning. And here are some of the best laptops for machine learning covered in the Best Laptops for AI Programming:
MSI Creator 15
- CPU: 2.3GHz Intel Core i9-11980HK
- RAM: 32GB
- Storage: 2TB SSD
- Display: 15.6-inch UHD 4K IPS Touch (3840 x 2160)
- GPU: 10GB NVIDIA GeForce RTX 3080
- Battery: Up to 5 hours
ASUS ROG Strix G15
- CPU: 2.6GHz Intel Core i7-10750H
- RAM: 16GB
- Storage: 512GB SSD
- Display: 15.6-inch FHD (1920 x 1080)
- GPU: 6GB NVIDIA GeForce RTX 2060
- Battery: Up to 8 hours
Dell Gaming G3 15 3500
- CPU: 2.6GHz Intel Core i7-10750H
- RAM: 16GB
- Storage: 512GB SSD
- Display: 15.6-inch FHD IPS (1920 x 1080)
- GPU: 6GB NVIDIA GeForce RTX 2060
- Battery: Up to 5 hours
Acer Nitro 5
- CPU: 2.6GHz Intel Core i7-9750H
- RAM: 16GB
- Storage: 512GB SSD
- Display: 15.6-inch FHD IPS (1920 x 1080)
- GPU: 6GB NVIDIA GeForce RTX 2060
- Battery: Up to 8 hours
TensorBook
- CPU: 2.3GHz Intel Core i7-10875H
- RAM: 64GB
- Storage: 2TB SSD
- Display: 15.6-inch FHD OLED (1920 x 1080)
- GPU: 8GB NVIDIA GeForce RTX 2080 Super Max-Q
- Battery Life: Up to 3 hours
ASUS Vivobook K571
- CPU: 2.6GHz Intel Core i7-10750H
- RAM: 16GB
- Storage: 256GB SSD + 1TB HDD
- Display: 15.6-inch FHD (1920 x 1080)
- GPU: 4GB NVIDIA GeForce GTX 1650
- Battery: Up to 5 hours
ASUS ZenBook 14
- CPU: 2.8GHz Intel Core i7-1165G7
- RAM: 16GB
- Storage: 512GB SSD
- Display: 14-inch FHD (1920 x 1080)
- GPU: 2GB NVIDIA GeForce MX450
- Battery: Up to 16 hours
Acer Aspire 7
- CPU: 2.4GHz Intel Core i5-9300H
- RAM: 8GB
- Storage: 512GB SSD
- Display: 15.6-inch FHD (1920 x 1080)
- GPU: 4GB NVIDIA GeForce GTX 1650
- Battery: Up to 8.5 hours
Which is best laptop for artificial intelligence?
Artificial Intelligence (AI) and Machine Learning (ML) are two of the most popular technologies in the world today. Professionals such as AI specialists, ML engineers, AI engineers, AI developers, algorithm engineers, and others have benefited from this.
Laptops, that serve these heavy-duty purposes are a prerequisite for all of the positions. Here are the best laptops recommended for AI.
They are all covered before in the same articles, thus showing us how ML, deep learning and AI are connected and the same laptop in your ‘Best Laptops for AI Programming’ list, can be used for all of them; considering your personal specifications.
- Apple MacBook Pro
- Microsoft Surface Book 2
- 2019 HP OMEN 15.6”
- Razer Blade 15:RTX
- TensorBook
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