Best Laptops for Machine Learning
If you are preparing to become a machine learning engineer, then apart from a good knowledge of machine learning algorithms and concepts, it is also necessary to choose the best suitable performance-oriented laptop/computer.
There are so many popular brands in the market who claims their laptops as the best, but you should not stop just by here to see their name and reputation only. Instead, you must do a bit of research before purchasing the best laptop for a machine learning application. Further, apart from configuration and features, budget is also a crucial factor when purchasing a laptop. In this article, ”Best Laptops for Machine Learning”, we will discuss various laptops with their features and configurations of GPU and RAM.
Before purchasing any laptop for machine learning, we must be aware of a few important factors such as portability, RAM, CPU, GPU, etc. So, let’s start with a quick overview of these factors.
1. Portability: This is one of the most important factors when you are purchasing the best suitable device for Machine Learning especially. However, if you do not have any concern with portability, then you can go with a personal computer. Nowadays, all companies are following remote working culture, so portability becomes a significant factor when purchasing a device.
The Higher the Processing Power, the heavier is the laptop. Now, this can mean a lot of things.
- More RAM leads to More Weight
- More Battery leads to More Weight
- Larger Screen Size leads to More Weight
- Higher the Power Lower the Battery Life.
2. RAM (Random Access Memory): It is highly recommended to purchase at least a 16 GB RAM laptop for ML, but if you can afford more money, then always purchase a 32 GB RAM laptop. If RAM is less, there would be many problems when performing multitasking.
3. CPU (Central Processing Unit): Always choose a more powerful and high-performance deliverable device specifically for machine learning. So, it is recommended to go with processors above Intel Corei7 7th Generation.
4. GPU: This is one of the key factors required for solving complex matrix problems. In machine learning and deep learning, there is a various neural network that is computationally more intensive. Hence, GPU becomes important for enabling parallel processing. Any task that takes months or weeks to perform, you can complete within a few hours only with the help of a GPU.
5. Storage: Although storage matters when purchasing a laptop, but still if you feel less storage, you can opt for cloud storage options too. Further, a minimum of 1TB HDD is advised while purchasing any laptop, especially for Machine Learning.
6. Operating System (OS): When talking about operating systems, you can go to either Linux, windows, or Mac too.
List of Best Laptops for Machine Learning
- Lambda TensorBook
- GIGABYTE G5 GD
- Apple MacBook Pro 15″
- Acer Nitro 5 AN515
- ASUS ROG Strix GL702VS
- Acer Predator Helios 300
- Razer Blade 15
- MSI P65 Creator-654 15.6″
Now, we will discuss in brief all the above-listed laptops individually.
1. Lambda TensorBook
This is one of the best laptops with out-of-box functionalities and is pre-installed with TensorFlow and PyTorch. This laptop is specially designed for deep learning that comes with Lambda Stack, which includes frameworks like TensorFlow and PyTorch. Lambda Stack makes upgrading frameworks easy such as ubuntu, TensorFlow, PyTorch, Jupyter, nvidia cuda, and cuDNN.
Features and 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/or Windows 10 Pro.
- Link to buy: Click here
2. GIGABYTE G5 GD
Gigabytes have always been the first choice for all data scientists, machine learning professionals as well as gamers. This laptop comes under 1000$ and is available in various online as well as offline stores. In this price range, this laptop comes with a very nice set of specifications.
If you are really looking for the most affordable laptop for machine learning and gaming, then this laptop will fulfill all your requirements.
Features and Specification:
- Processor: Intel Core i5 up to 4.5 GHz.
- Memory: 16 GB DDR4.
- Hard Drives: 512 GB NVMe SSD.
- GPU: NVIDIA GeForce RTX 3050 Ti 4 GB.
- Computing Power: 8.6
- Ports: 1x HDMI 2.0, 1x USB 3.1 Type-C, 2x USB 3.1, 1x USB 2.0.
- OS: Windows 10 Home.
- Weight: 4.80 lbs.
- Display: 15.6, 1920 x 1080.
- Connectivity: WiFi 802.11ax, Gigabit LAN (Ethernet), Bluetooth.
- Battery life: Average ~ 4 hours.
- Link to buy: Click here
3. Apple MacBook Pro 15″
This is also one of the most popular multi-tasking laptops for Machine Learning and Deep Learning. This becomes special for Apple lovers who don’t want to compromise with the Apple brand.
It comes with both 14-inches as well as 16-inches displays and is also the best option for machine learning professionals. Although MacBook is made of aluminum, so it is quite expensive than other laptops. The price range of the Apple MacBook Pro varies from 2600 USD to 3000 USD.
Features and Specifications:
- Processor: 2.6GHz 6-core Intel Core i7
- Memory: 16GB of 2400MHz DDR4 onboard memory.
- Hard Drives: 256 GB SSD/512 GB SSD and configurable to 512GB, 1TB, 2TB, or 4TB SSD.
- GPU: Radeon Pro 555X with 4GB of GDDR5 – Intel UHD Graphics 630.
- OS: macOS
- Weight: 4.02 pounds (1.83 kg)3
- Display: 13.30-inch and 2560×1600 pixels and 15.4″ Retina Display IPS Technology 2880×1800.
- Battery life: Up to 10 hours wireless web.
- Other Features: Voice Control, VoiceOver, Zoom, Increase Contrast, Reduce Motion, Siri and Dictation, Switch Control, Closed Captions, and Text to Speech
- Link to buy: Click here
4. Acer Nitro 5 AN515
This laptop comes with a beautiful exterior and provides premium looks at an affordable price. With an Nvidia RTX 3050 Ti GPU, the Acer Nitro 5 is great for PC gaming on the go.
Although this laptop is specially designed for gaming professionals, still, it is also one of the best choices among all data scientists and machine learning professionals. The price range of Acer Nitro 5 AN515 varies between 1300-1400 USD and is available on various online as well as offline stores.
Features and Specification:
- 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.
- Computing Power: 8.6
- Ports: 1x HDMI 2.0, 1x USB 3.1 Type-C, 2x USB 3.1, 1x USB 2.0.
- OS: Windows 10 Home.
- Weight: 4.85 lbs.
- Display: 15.6, 1920 x 1080.
- Connectivity: WiFi 802.11ax, Gigabit LAN (Ethernet), Bluetooth.
- Battery life: Average ~ 4 hours.
- Link to buy: Click here
5. ASUS ROG Strix GL702VS
This laptop is looked like a gaming laptop, but one of the best laptops for AI and Machine Learning; it is powered by some of AMD’s finest desktop hardware at a low price. This laptop came with a big screen and was outfitted with a Pascal GPU and Kaby lake processor.
The price range of ASUS ROG Strix GL702VS is between 1600 USD to 1700 USD.
Features and Specification:
- Processor: 3GHz AMD Ryzen 7 1700 (8-core, 16MB cache)
- RAM: 16GB DDR4
- Storage: 256GB SanDisk SSD , 1TB hard disk
- Display: 17.3″, 1,920 x 1,080 non-touch IPS
- GPU: AMD Radeon RX 580 4GB
- Battery Life: Average ~ 3 hours.
- Operating System: 3GHz AMD Ryzen 7 1700 (8-core, 16MB cache)
- Weight: 2.9 Kg.
6. Acer Predator Helios 300
It is one of the best laptops under a $2K budget and ideal for ML professionals who want Intel processors, excellent RAM size, and RTX 30X GPUs.
It comes with great features, including a Full-size Island-style RGB Backlit Keyboard with Numeric Keypad, Dual front-facing stereo speakers with dual digital microphones, 15.6″ Full HD (1920 x 1080) Widescreen LED-backlit IPS Display with 16:9 aspect ratio, etc. It is best suited for Gaming, business, personal, and ML projects.
Feature Specifications
- Screen Size: 15.6 Inches
- Operating System: Windows 10 Home
- Human Interface Input: Keypad, Keyboard
- CPU Manufacturer: Intel
- Color: Black
- Hard Disk Size: 1024 GB
- Memory: 64GB DDR4 3200MHz
- Screen Size: 15.6 inches
- Operating System: Windows 10 Home
- Link to buy: Click here
7. Razer Blade 15
The next best laptop for machine learning applications is Razer Blade 15 series laptop. It is specifically used for multimedia, business purpose, gaming, and building ML applications.
This laptop is available in 15 inches screen with classic black color and beautiful design. It is great for machine learning projects as it comes with an i7 core processor. It comes with a dedicated Graphics card.
Feature Specifications:
- Processor: Core i7
- Memory: 16 GB DDR4
- Display: Available in 15 inches Screen
- Weight: 3 kg 920 g
- Storage: 1 TB in Hard Disk Drive
- OS: Windows 11 Home
- Link to buy: Click here
8. MSI P65 Creator-654 15.6″
While looking for the best laptop for Machine learning, MSI P65 can’t be ignored. MSI is one of the popular brands that offer a great range of best laptops. It is also known for providing the best laptops for Gaming. The best thing about this laptop is its processor with high processing power and great performance with the impressive screen.
Feature Specifications:
- Processor: Core i9
- Memory: 32GB RAM DDR4
- Display: Available in 15.6 inches Screen with 4K display
- Battery Life: 4 Kilowatt Hours
- Weight: 1 Kg 900g
- Storage: 1 TB in Hard Disk Drive
- OS: Windows 10 Pro
- Link to buy: Click here
Conclusion
In this topic, we have discussed various laptops suitable for machine learning professionals as well as data scientists. However, choosing the best laptops depends on your project as well as your budget; for e.g., if you are looking for laptops with high performance regardless of look and feel, then you can prefer Apple MacBook Pro 15.