Best Laptops For Machine Learning : In search of a machine learning laptop? The models recommended in this post are those that artificial intelligence, data mining, and deep learning experts recommend in their fields.
At a Glance:
Our team has specialized in identifying the best laptops for Machine Learning (ML) implementation, while remaining compatible with other AI workflows including Data Science, Deep Learning, Neural Networking, and Artificial Intelligence. Consequently, the laptops on this list are more than capable of running software such as Tensorflow, Knime, Neural Designer, Keras, MXNet, Theano, RapidMiner, etc., which are equipped with dataflow libraries.
Best Laptops For Machine Learning (Our Top Picks)
With our selection, you’ll find ultra fast processors with maximum core count at different price points.
1. MSI Creator 15 Professional LaptopBest Pick
Data scientists and creatives alike benefit from the increasing use of MSI laptops created for Business Intelligence and Analytics. The power of a 4K display paired with a powerful CPU can create an incredibly immersive experience. The Intel Core i7-10875H’s eight cores can clock at a maximum speed of 5.1GHz, making it capable of running advanced data intelligence applications like Tableau and TensorFlow smoothly. With a dedicated 8GB memory, the NVIDIA GeForce RTX 2070 GPU is capable of handling gaming, design software and other processor-intensive tasks.
Combining 32GB RAM and 1TB SSD enables big data crunching when used in Apache Mahout, Shogun, KNIME, etc. Using the features included with Windows 10 Pro, working professionals can encrypt their data, access their files remotely, and log in quickly using the Windows Hello authentication system.
With a resolution of 3840 x 2160 pixels, the 15.6 inch 4K display delivers impressive visuals. The wide color gamut, thin bezels, and wide viewing angles of this display enhance your visuals. With 4.6lbs of weight and MSI’s trademark cooling technology, MSI keeps the laptop compact.
By skipping the numeric pad, the backlit keyboard gives keys more space. Long working sessions are made easier with the key-travel. Multi-touch gestures are still possible despite the wider touch screen with the fingerprint reader in the left corner.
Through the two USB Type-C ports, two external displays can be connected. A USB Type A port or HDMI port is also available on this ML laptop. There is a SD card reader and an audio combo jack. It supports WiFi-6 and Bluetooth 5 and has an Ethernet port, which allows it to comply with the latest wireless standards.
Up to 10 hours of balanced usage can be gotten out of the impressive four-cell 99Whr battery. Especially with a high-powered processor and 4K display, your battery life may be stretched beyond its limits. Microsoft’s Creator 15 is a great choice for data scientists and engineers who specialize in deep learning.
- Pro version of Windows
- Support for Thunderbolt
- Displays in 4K UHD
- Battery life is excellent
- The fan is loud
2. ASUS ROG StrixStaff Pick
ROG Strix G15 is a high-end gaming rig that uses an intelligent cooling solution and a powerful processor. An Intel Core i7-10750H hexa-core processor combined with NVIDIA’s GeForce RTX 2060 and 6GB of dedicated memory make this an excellent laptop for learning and processing big data. In this computing machine with 16 GB RAM and 512 GB SSD, users can perform multitasking with ease and run virtual machines with plenty of storage space. It is also possible to upgrade the memory if necessary. Thanks to the thin bezels of the 15.6-inch display, the display offers a resolution of 1920 x 1080 pixels.
With 144Hz refresh rate, gaming visuals are smooth and free of motion blur. This heavy chassis weighs a hefty 5.28 pounds. Thermal management and ventilation contribute to the laptop’s bulky appearance. In order to achieve optimal spacing between the keys, the keyboard skipped the number pad. In addition, the keyboard is lightweight and has ample spacing, making it ideal for writing without errors. Right-click and left-click buttons are present on the trackpad.
Wired connectivity is taken care of by ASUS by the four USB ports, HDMI port, Ethernet port, and audio jack. Multiple external displays can be connected easily. Access to fast wireless connections to the internet and accessories is enabled with WiFi-6 and Bluetooth 5.0 support.
This laptop has four cells that provide 90Wh of power, which can last up to 8 hours. The Strix G15 is a gaming laptop that is also a great workstation for deep learning and machine learning professionals using large datasets for data analysis, mining, and deep neural networks.
- WiFi-6 support
- Processor with six cores
- It refreshes at 144Hz
- System for intelligent cooling
- There is no card reader
3. Gigabyte AERO 15 OLEDBudget Pick
Here’s another laptop that features a high-resolution screen, anti-glare properties, and the capability to process a large amount of data for a long or short period of time. As another laptop built for gaming, the Gigabyte Aero 15 Laptop has an impressive 16 GB of memory, 1TB SSD, and a decent GeForce card. There are so many different needs that it is easy to adapt. The thin bazels in the housing will provide the best resolution for any content displayed on the screen, while anti-glare will make it much easier on the eyes, which will be a godsend for those who are viewing screens for lengthy periods of time.
The NVIDIA 2070 really shines when it comes to handling those lengthy columns of information. A laptop with an aluminum body is certain to last for years, so you’ll be able to use it at work or at home for many years to come. You will not be ashamed to introduce it into your office because of its stylish design. With many USB 3.1 ports spanning multiple generations as well as an ethernet port, this laptop is also very well connected. Thus, your data can be turned over quickly and you do not have to worry about wifi, which is often inconsistent.
Slim design facilitates storage and handling, preventing repetitive strain injuries that commonly result from frequent lifting. You’ll have no problem transferring data because the battery life is about 8 hours.
- Excellent performance
- Excellent image quality
- Thunderbolt 3 support
- Ports available in full array
4. Acer AN5155470KK
Featuring an integrated i7 processor and NVIDIA’s latest Turing chip, the Acer Nitro 5 is a powerful laptop that can be used by AI engineers, software engineers, machine learning scientists, and gaming enthusiasts alike. During multi-threading, the performance of the Intel Core i7-9750H can reach 4.5GHz. NVIDIA’s GeForce RTX 2060 improves performance by combining 1920 CUDA cores with real-time ray tracing. This means you’ll be able to process dense data sets faster. 512GB SSD and 16GB RAM make it easy to run applications like Tensor Flow, Tableau, and others.
A copy of Windows 10 Home is included in the package. Comfyview technology and IPS technologies work together to enhance the clarity and realism of a 16-inch Full-HD display. The 1920×1080 pixel resolution makes a display that is denser. Black plastic body weighs 5.07 pounds, and Nitro comes in a black plastic body.
It comes with a dedicated numeric keypad. In dark rooms, red backlights work better. It feels convenient to have 1.4mm travel when using the Acer’s 1.4mm key spacing. With its LAN and HDMI ports as well as the 3.5mm audio jack, Acer shows its commitment to wired connectivity. Wireless connectivity can be achieved with WiFi-6 and Bluetooth. Upon light usage, the battery can run for eight hours. Business analysts and machine learning scientists will find the Acer Nitro 5 ideal for their work.
- WiFi-6 support
- The VRAM is 6GB
- Batteries that last a long time
- Build quality is not much good
5. ASUS ROG Zephyrus S
Linux laptops aren’t as plentiful as other notebooks when it comes to machine learning. The Linux users should check out the ROG Zephyrus S. This laptop is primarily intended for gaming. Generally speaking, high-quality components are found inside. You can choose between a RTX 2070 or RTX 2080 graphics card with the Zephyrus. Graphics performance is high on both cards. The Zephyrus is powered by an Intel i7, 16GB of DDR4 RAM, and a 512 GB SSD. These components make for a powerful gaming rig. Zephyrus has a beautiful screen as well. We have never seen a laptop screen with such a narrow bezel and a 144hz refresh rate monitor. We’re impressed.
I have tested thousands of screens, and its performance is as good as most 4k panels, regardless of how few pixels it uses. Using a system that takes advantage of dynamic range technology, Zephyrus speakers deliver impressive bass and clarity. In addition to Type-C (USB-C) and USB 3.1 Gen 2 and Gen 1 speeds, the Zephyrus is also equipped with Type-A USB 3.1 Gen 2 and USB 2.0 ports.
In our reviews, we talk a lot about thermal capability. As laptop tech teams design laptops, they have to contend with large amounts of heat produced by high-performance parts. In addition, the Zephyrus uses two 12V twin fans that have been designed to keep heat out of the anti-dust vents. Laptops and keyboards are kept cool this way. All laptops have their shortcomings. Thunderbolt and Ethernet ports are crucial ports that are not available on the Zephyrus. The fans are also very loud when they are running hard. Due to the fans keeping the system cool and preventing throttling, this is not an issue for us. Louder fans are an acceptable trade-off for us.
- Controlled heat at an incredible level
- Performs powerfully
- Screens of awesomeness
- Slim and portable
- Thunderbolt/Ethernet ports are not available
6. Acer Aspire 7 Laptop
Acer’s Aspire 7 laptop is an ideal choice for those training in deep learning, machine learning, and business intelligence thanks to its high processing power and dedicated graphics processor that provide aspiring programmers with a solid platform to build their careers. For programming IDE’s and software like python, tableau, etc., the Intel Core i5-9300H is equipped with quad-cores that are capable of clocking up to 4.1GHz. When computing and gaming, GPU unit GTX 1650 provides performance boosts. When dealing with large datasets, the 512GB SSD and 8GB RAM play an essential role.
Thanks to the duo, you’ll have a smoother operating experience. You will get Windows 10 Home on the Aspire 7. Acer’s Exacolor laptop displays vivid colors in a resolution of 1920 x 1080 pixels with a FHD IPS display that occupies 81.61% of the entire display area. This laptop looks professional due to its simple design and complete back chassis. In the backlit keyboard, Acer fits a dedicated numeric pad and a full-size backlit keyboard. Although the setup is packed, the keys remain comfortable. In budget models, the touchpad is a standard feature.
One USB Type-C port and four USB ports come standard with the Acer Aspire V5-531. There are HDMI and ethernet ports, as well as an audio jack. Wi-Fi-5 and Bluetooth 4 are supported by Acer in terms of wireless connectivity. Up to 8.5 hours of battery life are expected from the 3 battery. You can get an Aspire 7 computer at an affordable price that is capable of handling multiple software applications, programming IDEs, and has gaming potential if you are an aspiring analytics student.
- Keyboard with backlight
- Graphics memory with dedicated resources
- A memory upgradeable slot
- Processor with quad-cores
- Chassis made of plastic
7. ASUS ZenBook 14
As one of Asus’s innovative designs, Zenbook 14 stands out. It allows working professionals and aspiring students to pursue their creative dreams with the luxury of a dual-screen and processing power. A clock speed of 4.7GHz is possible with Intel Core i7-1165G7. Combining this with NVIDIA’s GeForce MX450 performance boost with 2GB VRAM will allow gamers, designers, and data analytics experts to complete tasks in no time. Multitasking applications and Asus utility apps that run on the second screen benefit greatly from 16GB RAM and 512GB SSD.
Faster logins, encryption of files, and remote access capabilities are all included with Windows 10 Pro. With its nano edge bezel and wide viewing angle, the 15.6-inch FHD display’s high screen-to-body ratio is amplified. Visually, the video is more realistic thanks to the wide range of colors and the higher resolution of 1920 x 1080 pixels. Touchpads convert into screens with applications so you can access your work more easily.
Backlit full-size keyboards leave the numeric pad empty so that the keys have the best possible space. A single touch transforms the ScreenPad 2.0 into a wide touchpad. Asus packs the entire system into a grey chassis that stands for innovation. It weighs under 2 pounds.
In addition to Type C USB Thunderbolt ports for fast charging, Zenbook features Type A USB ports, HDMI 2.0, an SD card reader, and an audio jack. Due to its support for WiFi-6 and Bluetooth 5, it compensated for the lack of an Ethernet port. A 63Whr battery should last 16 hours, ASUS claims. A dual-screen device can, however, push the battery to its limits. With Zenbook 14, professionals have a highly conducive environment for handling work-related tasks.
- The ScreenPad 2.0
- The screen is 92% of the total body
- Support for Thunderbolt
- Bezels with nano-edges
- WiFi-6 support
- There is no Ethernet port
8. Gigabyte AERO 15-X9-RT5P
The GIGABYTE Aero is the best laptop for machine learning programming. In our extensive testing, we found the Aero’s screen to be one of the best we’ve seen. A 144hz refresh rate and X-Rite color calibration make this display the envy of the industry. It is amazing, however, that despite the bright colors and great display, the Aero offers one of the longest battery lives of any device on this list. With a large number of performance components, the Aero is ideally suited to deal with any machine learning software. With an Intel Core i9, this is one of the most powerful graphics cards available.
Alongside these major components is a 1TB SSD m.2 and 32GB of DDR3 RAM. You can automatically set the CPU and GPU settings based on the data you provide. Regardless of the situation, it will function flawlessly. A unique cooling system is also built into the Aero using Supra Cool technology. Utilizing Azure artificial intelligence, the system adapts its cooling in response to your demands. As another laptop with Killer DoubleShot, the Aero has both ethernet and wireless support, allowing for the strongest wireless connection we have ever experienced.
With the Aero’s many ports, the SSD’s 3.6 GB/s data transfer speeds work seamlessly. Keeping connected is ridiculously easy thanks to Thunderbolt 3 and legacy ports that adapt to legacy devices. We consider the Aero’s prices to be its only disadvantage. There’s nothing more serious than this laptop. Fortunately, the specs match the price tag in terms of impressiveness. In terms of performance, the Aero is unmatched by any other computer. This is the laptop for someone who wants the best money can buy.
- A truly epic performance
- Screen looks great
- It’s extremely lightweight
- Designed for all Intel processors
Frequently Asked Questions
Q. Do I need a powerful laptop for machine learning?
I recommend using a minimum of 16GB of memory, but I recommend using 32 GB of RAM in order to speed up the training process. Multitasking can become problematic with less than 16GB. A processor that is higher-performing and more powerful than Intel Corei7 7th Generation is recommended.
Q. Is Mac good for machine learning?
While M1 has around 2x the performance of my other Intel Mac, they’re not meant for deep learning. Do not misunderstand. The MBP is capable of handling most basic deep learning tasks. On the other hand, if you plan to do deep learning often, there are cheaper alternatives available.
Q. Is 16GB RAM enough for machine learning?
Having more RAM translates into faster processing because more data can be handled. Your computer can perform other tasks with more RAM, such as operating model trains. It is recommended to have at least 16GB of RAM for many deep learning tasks, although 8GB will do fine.
Based on preferences, budgets, and skill levels, each of the ML-compatible notebooks above caters to a certain clientele. No matter what laptop you choose, the GPU should be efficient, have a decent number of TFlops, and have a robust architecture to allow for smooth deep learning operations. Before considering other specifications, you can mix and match.
When it comes to laptops for ML, Data Science, and Deep Learning, we readily recommend MSI Creator 15, Professional, as long as you only need professional prototyping, regressions, and training. This ASUS ROG Strix has plenty of storage space and can prove to be a good choice. Acer’s Aspire 7, with its dedicated graphics card, is a good machine learning laptop if you are on a budget. Here is a list of the top laptops for machine learning that we hope will help you with your search. Leave us a comment if you have any questions, and we will reply as soon as we can.