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.
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
Important Specification
- Screen Size: 13 Inches.
- CPU: Apple M1 Chip.
- Ram Memory: 8GB.
- Hard Disk Size: 256 GB.
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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.
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.
2. Acer Aspire 5
Important Specification
- Screen Size: 15.6 Inches.
- CPU: AMD Ryzen 3 3350U.
- Ram Memory: 20GB.
- Hard Disk Size: 1TB.
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What We Like
- Luxurious design.
- Battery life up to 6 hours.
- Widescreen, wide viewing angle.
- AMD Quad-Core Processor.
- Acer Color Intelligence technology combats eye strain.
Things To Consider
- Weak speaker.
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, you will have a more focused and comfortable working experience.
It can be confirmed as above because the device owns an IPS Full 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, Aspire 5 also owns a powerful processor.
AMD Ryzen 3 CPU combined with Vega 6 GPU has created a laptop model that can handle all complex tasks related to machine learning and deep learning.
3. Acer Nitro 5
Important Specification
- Screen Size: 15.6 Inches.
- CPU: Intel Core i7-12650H.
- Ram Memory: 16GB.
- Hard Disk Size: 1TB.
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What We Like
- High performance.
- IPS display with 144Hz refresh rate.
- The typing experience is quite good.
- 5th Generation AeroBlade Fan.
- Using both Ethernet and Wi-Fi at the same time.
Things To Consider
- The battery life is not so good.
Product’s highlights
Acer Nitro 5 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: 12th Gen Intel Core i7, with 10 cores and 16 threads. With the heaviest and most professional tasks, this device still does not disappoint users.
4. Lenovo IdeaPad 1
Important Specification
- Screen Size: 15.6 Inches.
- CPU: AMD Ryzen5-5500U.
- Ram Memory: 8GB.
- Hard Disk Size: 512 GB.
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What We Like
- Slim and lightweight design.
- Various connection ports.
- Up to 10 hours of battery
- Wifi 802.11ac and Bluetooth 5.
- Rapid charge, 2 hours battery in 15 minutes
Things To Consider
- The trackpad is less responsive.
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 1.
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 1 supports Wi-Fi 802.11ac and Bluetooth 5.
The device still has robust connectivity and data transfer even if you travel to multiple locations during work.
5. Lenovo ThinkPad E14
Important Specification
- Screen Size: 14 Inches.
- CPU: Intel Core i5-1235U.
- Ram Memory: 16GB.
- Hard Disk Size: 512 GB.
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What We Like
- Full HD touchscreen.
- Beautiful and fashionable design.
- DDR4 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.
Product’s highlights
The Lenovo ThinkPad E14 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 laptop model supports full I/O. With the appearance of Thunderbolt 4 / USB4, USB 3.0, and Ethernet ports, you can ultimately connect easily with many peripheral devices during work.
In addition to impressive connectivity, this ThinkPad model from Lenovo meets your machine learning needs quite well, thanks to its high performance.
The Intel Core i5-1235U processor is a powerful choice in the price range, meeting your working needs quite well.
6. ASUS Vivobook Go
Important Specification
- Screen Size: 15.6 Inches.
- CPU: AMD Ryzen 3 3250U.
- Ram Memory: 8GB.
- Hard Disk Size: 128 GB.
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What We Like
- High security.
- Slim design, high portability.
- Long-lasting battery life.
- Full-size, backlit keyboard
- Compatible with software and peripherals.
Things To Consider
- Plastic build
- Average speakers
Product’s highlights
There are many reasons why the ASUS Vivobook Go 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 15.6” with a lightweight and neat design.
Battery life is also an advantage worth considering. With a maximum operating time of more than 12 hours, your work with Vivobook Go will not be interrupted.
This laptop model also impresses with a series of other commendable advantages, such as SSD memory. Windows 11 has highly secure S mode, and diverse connectivity ports.
7. ASUS Chromebook Plus
Important Specification
- Screen Size: 14 Inches.
- CPU: Intel Core i3-1215U.
- Ram Memory: 8GB.
- Hard Disk Size: 256GB.
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What We Like
- High security
- Multitask with ease with LPDDR5 memory.
- Multiple USB ports for easy connectivity.
- The ChromeOS operating system is easy to use.
- Light and thin design.
- Battery up to 10 hours.
Things To Consider
- No touchscreen.
- Good for basic use.
Product’s highlights
Working with an AI program will require your device to be highly secure. And the ASUS Chromebook Plus is one of those impressively specific devices you’ve always wanted.
The product uses the ChromeOS 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.
8. HP Pavilion
Important Specification
- Screen Size: 15.6 Inches.
- CPU: Intel Core i3-1115G4.
- Ram Memory: 16GB.
- Hard Disk Size: 1TB.
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What We Like
- High mobility.
- Touch and anti-glare screen.
- Battery life is up to 10 hours 30 minutes.
- The powerful processor is in the price range.
- Latest Wi-Fi 5 WLAN Adapter and Bluetooth 5.
Things To Consider
- HD resolution (1366 x 768)
Product’s highlights
One of the most impressive advantages of the HP Pavilion is its remarkable battery life of up to 10 hours. With the above unique battery capacity, you can focus on working for a long time without interruption.
But the advantage of this model is not simply about battery life.
The product also boasts a Intel UHD integrated graphics card. With the power of a powerful graphics processor in its price range, HP Pavilion can help you complete many tasks related to machine learning and deep learning.
9. ASUS TUF F15
Important Specification
- Screen Size: 15.6 Inches.
- CPU: Intel Core i5-11400H.
- Ram Memory: 8GB.
- Hard Disk Size: 512GB.
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What We Like
- 144Hz Full HD display.
- Self-cleaning fans.
- 8GB of 3200MHz DDR4 RAM.
- Durability meets US military standards.
- Intel Core i5 processor is ready for any task.
Things To Consider
- Limited memory.
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? ASUS TUF F15 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. TUF F15’s Intel processor can help you handle multitasking quickly and easily. Meanwhile, 8GB of RAM on the device is enough for you to do all the machine learning and AI programming tasks.
10. Acer Aspire 3
Important Specification
- Screen Size: 15.6 Inches.
- CPU: AMD Ryzen 3 7320U.
- Ram Memory: 8GB.
- Hard Disk Size: 128GB.
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What We Like
- Good price-performance ratio.
- Thin and light, highly portable.
- Battery life is up to 8 hours.
- Ultra-fast connections with Wi-Fi 6.
- Anti-virus with multiple layers of protection.
Things To Consider
- Sound is not loud enough.
Product’s highlights
The Acer Aspire 3 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 Acer is less than 4 lbs.
In addition, the product’s maximum battery life of up to 8 hours will also ensure your work is not interrupted no matter where you work.
In addition to portability, the Acer Aspire 3 also possesses many advantages that enhance the user experience.
Some of them can be a high-speed internet connection with Wi-Fi 6, Windows 11 Home in S Mode, and high-speed DDR5 ram.
Buying Guide
Curious about how the above list is set up? Here are some essential criteria to have on any laptop for the ML and AI programming models:
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 Nitro 5 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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