Are you looking for a laptop with proper machine learning and deep learning performance? The list of top 10 laptops for machine learning and AI programming below can help you.
The products on the list are affordable. But more importantly, each model can handle machine learning and AI programming tasks.
Our Top Picks
- Apple MacBook Air – Best for Overall
- Acer Aspire 5 Slim Laptop – Best for Screen Quality
- Acer Predator Helios 300 PH315 – Best for Performance
- Lenovo IdeaPad 3 11 Chromebook – Best for Data Control
- Lenovo Chromebook S330 – Best for Connectivity
- ASUS L210 – Best for Portability
- Lenovo Chromebook Flex 3 – Best for Security
- HP Chromebook – Best for Battery Life
- Dell Chromebook – Best for Durability
- Samsung Chromebook 4 – Best for Budget
The 10 products listed below have their advantages and disadvantages. However, they are ideal products for your machine learning and AI programs.
1. Apple MacBook Air – Best for Overall
Important Specification
- Screen Size: 13 Inches.
- CPU: Apple M1 Chip.
- Ram Memory: 8GB.
- Hard Disk Size: 256 GB.
Product’s highlights
Apple MacBook Air is one of the most potent and suitable laptops for your needs.
In terms of performance, the Apple M1 chip with its 8-core CPU brought a revolution. Compared to the previous generation’s processor, this Macbook model’s performance is 3.5 times higher but uses significantly less power.
Super fast memory is also a commendable advantage of this device. Unlike many laptops currently on the market, the Macbook uses 8GB of unified memory.
The product can still handle memory-intensive tasks such as multitasking and running complex programs.
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What We Like
- Use less energy.
- Battery life is up to 18 hours.
- 8GB Unified Memory.
- Gorgeous Retina display.
- Apple M1 chip delivers powerful performance.
Things To Consider
- A limited number of ports.
2. Acer Aspire 5 Slim – Best for Screen Quality
Important Specification
- Screen Size: 15.6 Inches.
- CPU: AMD Ryzen 3 3200U.
- Ram Memory: 4GB.
- Hard Disk Size: 128 GB.
Product’s highlights
Studying and working in machine learning and AI programming, you will have to focus on working with a laptop for many hours in a row. However, with the Acer Aspire 5 Slim, you will have a more focused and comfortable working experience.
It can be confirmed as above because the device owns an IPS HD screen, possessing Acer Color Intelligence technology. So, you can be completely comfortable without stress even when working continuously for a long time.
In addition to the display being quite optimal, Acer Aspire 5 Slim also owns a powerful processor.
AMD Ryzen 7 3700U CPU combined with Vega 3 GPU has created a laptop model that can handle all complex tasks related to machine learning and deep learning.
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What We Like
- Luxurious design.
- Battery life up to 6.5 hours.
- Widescreen, wide viewing angle.
- AMD Ryzen 3 3200U dual-core processor.
- Acer Color Intelligence technology combats eye strain.
Things To Consider
- Weak speaker.
3. Acer Predator Helios 300 PH315-54 – Best for Performance
Important Specification
- Screen Size: 15.6 Inches.
- CPU: Intel i7-11800H.
- Ram Memory: 16GB.
- Hard Disk Size: 512 GB.
Product’s highlights
Acer Predator Helios 300 PH315-54-760S is a gaming laptop model that can give the highest gaming performance. However, as someone who works in machine learning and AI programming, you can ultimately be satisfied with the extremely high performance of this laptop model.
Acer has equipped the product with a processor that can compete with pretty much any current competitor on the market: 11th Gen Intel Core i7-11800H, with 8 cores and 16 threads. With the heaviest and most professional tasks, this device still does not disappoint users.
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What We Like
- High performance.
- IPS display with 144Hz refresh rate.
- The typing experience is quite good.
- The 5th Generation AeroBlade Fan cools perfectly.
- Using both Ethernet and wifi at the same time.
Things To Consider
- The build quality is not so good.
4. Lenovo IdeaPad 3 11 Chromebook – Best for Data Control
Important Specification
- Screen Size: 11.6 Inches.
- CPU: Intel Celeron N4020.
- Ram Memory: 4GB.
- Hard Disk Size: 64 GB.
Product’s highlights
Your job requires you to transfer data quickly in all conditions. To meet the above requirements and prepare a stable network connection, you need to prioritize laptops like Lenovo IdeaPad 3 11 Chromebook.
The product supports connection via USB type C and USB type-A ports. Thanks to that, you can not only transfer data but also stream multimedia and perform many other tasks simultaneously.
In addition, the IdeaPad 3 11 Chromebook supports wifi 802.11ac and Bluetooth 5.
The device still has robust connectivity and data transfer even if you travel to multiple locations during work.
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What We Like
- Easy login via Google account.
- Slim and lightweight design.
- Various connection ports.
- eMMC flash memory
- The Intel Celeron N4020 processor
- Wifi 802.11ac and Bluetooth 5.
Things To Consider
- The trackpad is less responsive.
5. Lenovo Chromebook S330 – Best for Connectivity
Important Specification
- Screen Size: 14 Inches.
- CPU: MediaTek MT8173C.
- Ram Memory: 4GB.
- Hard Disk Size: 64 GB.
Product’s highlights
The Lenovo S330 is less than an inch thin. However, that does not mean that the product removes a large number of connection ports on the product.
In contrast, this Chromebook model supports full I/O. With the appearance of USB C, USB 3.0, and microSD ports, you can ultimately connect easily with many peripheral devices during work.
In addition to impressive connectivity, this Chromebook model from Lenovo meets your machine learning needs quite well, thanks to its high performance.
The MediaTek MTK8173C processor is a powerful choice in the price range, meeting your working needs quite well.
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What We Like
- Beautiful and fashionable design.
- eMMC memory for quick startup.
- LPDDR3 memory is good for multitasking.
- Good connection with many peripheral devices.
- The high-performance processor is in the price range.
Things To Consider
- Need an additional USB port.
6. ASUS L210 – Best for Portability
Important Specification
- Screen Size: 11.6 Inches.
- CPU: Intel Celeron N4020.
- Ram Memory: 4GB.
- Hard Disk Size: 64 GB.
Product’s highlights
There are many reasons why the ASUS L210 is a laptop that serves your on-the-go needs.
First, the representative from ASUS has a compact design. The product has a relatively small screen, only 11.6” with a lightweight and neat design.
Battery life is also an advantage worth considering. With a maximum operating time of more than 10 hours, your work with ASUS L210 will not be interrupted.
This laptop model also impresses with a series of other commendable advantages, such as eMMC memory. Windows 10 has highly secure S mode, and diverse connectivity ports.
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What We Like
- eMMC memory.
- High security.
- Slim design, high portability.
- Long-lasting battery life.
- Compatible with software and peripherals.
Things To Consider
- The keyboard is not backlit.
7. Lenovo Chromebook Flex 3 – Best for Security
Important Specification
- Screen Size: 11.6 Inches.
- CPU: MediaTek MT8173C.
- Ram Memory: 4GB.
- Hard Disk Size: 64GB.
Product’s highlights
Working with an AI program will require your device to be highly secure. And the Lenovo Chromebook Flex 3 is one of those impressively specific devices you’ve always wanted.
The product uses the Chrome OS operating system. Unlike Windows or macOS, this operating system is relatively easy to use. Besides, its security capabilities are also significantly higher.
Besides, the manufacturer also integrates the product’s anti-virus protection feature. So, you can better protect your work-related programs and documents.
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What We Like
- High security
- Multitask with ease with DDR3 memory.
- Multiple USB ports for easy connectivity.
- The ChromeOS operating system is easy to use.
- The hinge can be folded and opened 360 degrees.
Things To Consider
- The touch screen is not too sensitive.
8. HP Chromebook – Best for Battery Life
Important Specification
- Screen Size: 11 Inches.
- CPU: MediaTek – MT8183.
- Ram Memory: 4GB.
- Hard Disk Size: 32 GB.
Product’s highlights
One of the most impressive advantages of the HP Chromebook is its remarkable battery life of up to 15 hours and 45 minutes. With the above unique battery capacity, you can focus on working for a long time without interruption.
But the advantage of this Chromebook model is not simply about battery life.
The product also boasts a MediaTek integrated graphics card. With the power of a powerful graphics processor in its price range, HP Chromebook can help you complete many tasks related to machine learning and deep learning.
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What We Like
- High mobility.
- The powerful processor is in the price range.
- Battery life is up to 15 hours 45 minutes.
- Anti-glare screen, resolution up to 1 million pixels.
- Latest wifi 5 WLAN Adapter and Bluetooth 4.2.
Things To Consider
- The trackpad isn’t too good.
9. Dell Chromebook – Best for Durability
Important Specification
- Screen Size: 11.6 Inches.
- CPU: Intel Celeron N2840.
- Ram Memory: 4GB.
- Hard Disk Size: 16GB.
Product’s highlights
Are you looking for a durable laptop model that can work with you to handle AI programming-related tasks for years to come? Dell Chromebook is an option you should not miss.
The product has outstanding durability and can resist shock, water, and adverse effects such as humidity, pressure, and temperature. And you can count on the durability of a model that has received US military certification.
You also want to stick with this laptop for a long time because of its impressive performance. Dell’s Intel Celeron processor can help you handle multitasking quickly and easily. Meanwhile, 4 GB of RAM on the device is enough for you to do all the machine learning and AI programming tasks.
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What We Like
- RAM 4GB.
- 180-degree LCD hinge.
- High-quality microphone.
- Durability meets US military standards.
- Intel Celeron processor is ready for any task.
Things To Consider
- Limited memory.
10. Samsung Chromebook 4 – Best for Budget
Important Specification
- Screen Size: 15.6 Inches.
- CPU: Intel Celeron N4000.
- Ram Memory: 6GB.
- Hard Disk Size: 64GB.
Product’s highlights
The Samsung Chromebook 4 has a screen size of up to 15.6 inches. However, that does not mean that this device is less portable. Instead, the product can quite well meet the needs of busy people working in flexible locations.
It can be confirmed as above because despite owning a large screen, the weight of this representative from Samsung is less than 3 lbs.
In addition, the product’s maximum battery life of up to 12 hours will also ensure your work is not interrupted no matter where you work.
In addition to portability, the Samsung Chromebook 4 also possesses many advantages that enhance the user experience.
Some of them can be a high-speed wifi connection with Gigabit wifi, multiple layers of anti-virus protection, and high-speed DDR4 ram.
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What We Like
- Military-grade durability.
- Thin and light, highly portable.
- Battery life is up to 12 hours.
- Ultra-fast connections with Gigabit wifi.
- Anti-virus with multiple layers of protection.
Things To Consider
- Lack of HTML5 migration sites.
Buying Guide
Curious about how the above list is set up? Here are some essential criteria to have in any best laptops for machine learning and AI programming model:
Processing power
Processing power determines how and when your laptop gets the job done. And because of AI programming, machine learning has a sizable workload, so you should prioritize devices with the latest generation processors.
In particular, a laptop model using the lowest nanometer technology is also a product worth the investment.
RAM
You will need a laptop model with enough RAM to handle heavy algorithms. The ideal option is 16GB RAM. However, if your budget is limited, you can start with devices with 4GB RAM and upgrade after a while.
GPU
In addition to including many algorithms, AI and machine learning programming also use a lot of neural networks. Therefore, you will need a powerful graphics processor to process work efficiently and quickly.
FAQs
Can you do machine learning on a laptop?
The laptop can ultimately become your learning machine if the device has a powerful enough CPU, GPU, and RAM.
How much RAM is enough for data science?
From 8 – 16 GB is the ideal capacity for data analysis, mainly working with data science in general.
Is Ryzen 7 good for data science?
The answer is yes. Because Ryzen 7 is clocked at 4.2–4.4 GHz, the performance surpasses quite a few competitors currently on the market.
Is Ryzen better than Intel for machine learning?
The high-end Ryzen Chip offers a better processing experience in machine learning. Yet, the price difference is quite significant compared to Intel chips.
Conclusion
If I had to make the final choice, the Acer Predator Helios 300 PH315-54 is the version I appreciate the most. You can almost not doubt this processor’s ability to handle tasks related to AI programming.
In addition to the processor, you need to pay attention to many other criteria to choose the right laptop for your work characteristics.
With the ten laptops above, you must have identified specific criteria and found some ideal suggestions.
I hope you find a suitable laptop model soon and are satisfied with your choice.
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