Laptop is an easy gadget which allows you to work and get connected with the workplace from any place in the university, library or even if you are out somewhere let’s say in a garden on a sunny day. Now working on educational projects is more convenient and the student does not only rely on desk tops.
If you are a student of engineering and you require deep learning and or you might be a Data Science Professional, in search of one of the best laptops which can cater your needs of carrying the study projects, then this article is worth reading. For random readers, we will define a laptop for deep learning as,” Deep learning is a field with exceptional computational prerequisites and the choice of your GPU will in a general sense decide your Deep learning knowledge”.
We focused our expertise on identifying the best laptops that allow Machine Learning (ML) implementation while working well with Data Science, Deep Learning, Neural Networking, and the entire AI field.
Therefore, the laptops on this list can easily run applications like Tensorflow, Knime, Neural Designer, Keras, MXNet, Theano, RapidMiner, and more, which come with dataflow libraries. All our selections have ultrafast processors with the maximum number of cores at different budget levels.
Link of our Top Picking Laptops:
- Samsung Notebook 7 13.3” (8GB RAM/256GB SSD)
- MSI Creator 15 Professional Laptop: 15.6″ 4K UHD Ultra-Thin Bezel Display, Intel Core i7-10875H, GeForce RTX 2070 Super, 32GB RAM, 1TB NVMe SSD, Thunderbolt 3, 100% Adobe RGB, Win10 PRO (A10SFS-287)
- ASUS VivoBook K571 Laptop, 15.6” FHD, Intel Core i7-9750H CPU, NVIDIA GeForce GTX 1650, 16GB RAM, 256GB PCIe NVMe SSD + 1TB HDD, Windows 10 Home, K571GT-EB76, Star Black
- ASUS ROG Strix G15 (2020) Gaming Laptop, 15.6” 144Hz FHD IPS Type Display, NVIDIA GeForce RTX 2060, Intel Core i7-10750H, 16GB DDR4, 512GB PCIe NVMe SSD, RGB Keyboard, Windows 10 Home, G512LV-ES74
- Acer Nitro 5 Gaming Laptop, 9th Gen Intel Core i5-9300H, NVIDIA GeForce GTX 1650, 15.6″ Full HD IPS Display, 8GB DDR4, 256GB NVMe SSD, Wi-Fi 6, Backlit Keyboard, Alexa Built-in, AN515-54-5812
5 Best Laptops for Deep Learning
1. Samsung Notebook 7
For all the direction that Samsung laptops of the past have shown, it is ironically becoming clear that Samsung is becoming disillusioned when it comes to the design of laptops. The Samsung Notebook 7 13.3” doesn’t shake that feeling at all. However, if you look past the looks, the Notebook 7 delivers when it counts with an arsenal made up of up to 16Gb RAM, a Core i7 processor and a strong 256GB SSD hard drive that can be upgraded to 512Gb if needed. That said, it is perhaps only faster at transcoding videos from 4k to 1080p than some other laptops in its class, and is warm enough to make it hard to swallow with a basic graphic card, but that’s not saying it doesn’t farm videos well, it does.
Key Features
- Elevated entertainment: A full HD screen and high-definition Dolby Atmos speakers deliver entertainment the way it was intended.
- Versatile Ports: Use ports and plug-ins like the USB-C input, 2 USB 3. 0 ports and an HDMI and SD card reader.
- Power & performance: Maximize performance with an Intel Core i7 Processor, a solid state drive with up to 512GB of storage and an NVIDIA MX 250 graphics card.
- Gigabit Wi-Fi: Seamlessly transfer, download or stream with an ultra-fast Gigabit Wi-Fi that delivers stunning high-speed connectivity.
- Refined design: An ultra-slim bezel, on a sleek aluminum chassis, lets you enjoy more on a durable glass screen.
Technical Specifications
| Display Size | 13.3 Inches |
| Max Screen Resolution | 1920 x 1080 Pixels |
| Processor | 1.8 GHz core_i7_8750h |
| RAM | 8 GB DDR3 |
| Hard Drive | Flash Memory Solid State |
| Chipset Brand | Intel |
| Card Description | Integrated |
| Wireless Type | 801.11ac |
| Number of USB 3.0 Ports | 2 |
Pros
- Snappy performance
- Competitively priced
- Powerful laptop
- Nice, big & touch display
- Great battery life for this size
- Nice FHD display for this price point
- Lightning fast fingerprint sensor
- Good enough storage and okay performance
Cons
- Has a not-so-good webcam
- Doesn’t come with a Stylus
Recommendations
When it comes to displays, the Samsung Notebook 7 has 13+ inches of white balance accuracy and color reproduction to defend it. Also, it’s screen resolution is no scam, outdoing itself with an absolute clarity that will be appreciated by even people with little to no knowledge about screens. All that matters though, is that the Notebook 7’s middling quality is okay for its price
2. MSI Creator 15 Professional Laptop
The rise of Business Intelligence & Analytics has brought forth the utility of laptops from MSI to data scientists and creatives alike. Creator 15 gives the best combination of powerful CPU, GPU, and a 4K display that takes your experience to a whole new level. High-end data intelligence applications like Tableau, TensorFlow run seamlessly, credit to the octa-core processor in Intel Core i7-10875H that can clock at a max speed of 5.1GHz. The NVIDIA GeForce RTX 2070 GPU brings the power of a dedicated 8GB memory that handles processor-intensive design software and games as well.
The symbiosis of 32GB RAM and 1TB SSD can crunch large amounts of data used in tools like Apache Mahout, Shogun, KNIME, etc. Windows 10 Pro is ideal for working professionals with built-in tools for encryption, remote access, and quick login with Windows Hello authentication.
Key Features
- Striking Visuals: The 15.6″ 4K UHD True Pixel Display delivers true-to-life images with 100% AdobeRGB color gamut out of the box.
- Purpose Built: The MSI Creator 15 with NVIDIA GeForce RTX 2070 SUPER is a RTX Studio high-performance laptop that contains the world’s most powerful GPU, precision engineered into an ultra-thin profile laptop.
- Exceed Your Imagination: The 10th Gen. Intel Core i7 processor, delivers high performance with 8 cores boosting up to 5.1 GHz. Whether it’s graphic design, video editing or 3D rendering, the Creator 15 brings your imagination into life.
- Creativity On the Go: With a 99.9 WHr battery, the Creator 15 supports non-stop creativity and keeps you focused on your creative workflow.
- Versatile Connections: The Creator 15 features a wide range of I/O ports, sporting a Matrix Display function for you to expand visions across multiple displays via HDMI and Thunderbolt
- Uncompromised Productivity: MSI’s exclusive Cooler Boost Technology ensures optimal thermal dissipation. Featuring 3 fans, get up to 15% increased airflow with the new Cooler Boost Trinity.
Technical Specifications
| Brand | MSI |
| Item model number | Creator 15 A10SFS-287 |
| Operating System | Win 10 Pro |
| Item Weight | 4.63 pounds |
| Product Dimensions | 21.9 x 13.3 x 3.4 inches |
| Item Dimensions LxWxH | 21.9 x 13.3 x 3.4 inches |
| Color | Space Gray with Silver Diamond cut |
| Processor Brand | Intel |
| Processor Count | 8 |
| Computer Memory Type | DDR4 SDRAM |
| Flash Memory Size | 32 |
| Hard Drive Interface | Thunderbolt 3 |
| Power Source | Battery Powered |
| Batteries | 1 Lithium ion batteries required. |
Pros
- WiFi-6
- Windows Pro
- 4K UHD Display
- Excellent battery life
- Thunderbolt support
Cons
- Loud Fan
- Keyboard flex
Recommendations
It’s backlit keyboard skips the numeric pad and adds more room to the keys. The key-travel remains ideal for long working sessions. The touch is wider with a fingerprint reader at the left corner and still finds sufficient room for multi-touch gestures.
3. ASUS VivoBook K571 Laptop
The Vivobook K571 blends processing power, dedicated graphics, and extensive storage making it ideal for working professionals involved in machine learning, business analytics. The 15.6-inch FHD screen delivers visuals at a high resolution of 1920 x 1080 pixels, adding more life to immersive gaming. The Intel Core i7-10750H has six multithreading cores that can operate at a turbo speed of 5GHz. The NVIDIA GeForce GTX 1650 has a dedicated graphics memory of 4GB that aids in high-level data processing, mid-range gaming.
The 16GB RAM is crucial for multitasking. The combination of 256GB SSD and 1TB HDD gives the privilege of ample storage and quick accessibility for high-end tools. Windows-10 Home edition offers a user-friendly ecosystem for a variety of applications.
Key Features
- 15.6” 120Hz Nanoedge Full HD Display
- 16GB DDR4 RAM, 256GB PCIe NVMe SSD + 1TB HDD
- NVIDIA GeForce GTX 1650 4GB GDDR5 with Windows 10 Home
- Powerful Intel Core i7-9750H Processor (12M Cache, up to 4.5 GHz)
- Comprehensive connections including USB 3.1 Type-C, USB 3.1 Type-A, USB 2.0, and HDMI; Wi-Fi 5/802.11ac Wi-Fi (*USB Transfer speed may vary. Learn more at ASUS website)
Technical Specifications
| Display Size | 15.6 Inches |
| Screen Resolution | 1920 x 1080 |
| Max Screen Resolution | 1920 x 1080 Pixels |
| Processor | 4.5 GHz apple_ci7 |
| RAM | 16 GB DDR4 |
| Memory Speed | 4.5 GHz |
| Hard Drive | 1 TB Flash Memory Solid State |
| Graphics Coprocessor | NVIDIA GeForce GTX 1650 |
| Chipset Brand | NVIDIA |
| Card Description | Dedicated |
| Graphics Card Ram Size | 4 GB |
| Wireless Type | 802.11a/b/g/n/ac, Bluetooth |
| Number of USB 2.0 Ports | 2 |
| Number of USB 3.0 Ports | 2 |
Pros
- Dual Storage
- Backlight Keyboard
- Hexa-core processor
- Dedicated graphics memory
Cons
- Average battery life
Recommendations
The battery remains one of the weaker points. A three-cell 42Wh battery can eke out up to 5 hours, contingent on usage. ASUS Vivobook K571 is ideal for working professionals at the forefront of machine learning and deep learning, looking for an entertainment companion at home.
4. ASUS ROG Strix G15
ASUS ROG Strix G15 brings an intelligent cooling system to its gaming machine powered by a powerful processing combo.A multi-threading Hexa-core processor from Intel Core i7-10750H and the latest ray tracing technology in NVIDIA GeForce RTX 2060 with a dedicated memory of 6GB makes this a reliable laptop for machine learning and processing big data. The 16GB RAM and 512GB SSD bring a wealth of multitasking power and a good amount of storage to this computing machine to run virtual machines. You can also upgrade the memory if needed.The thin bezels of the 15.6-inch display deliver visuals at a high resolution of 1920 x 1080 pixels. The 144Hz refresh rate keeps the gaming visuals smooth and reduces motion blur. At 5.28 pounds, the matte grey chassis looks hefty. The thermal system and ventilation make the laptop look somewhat bulky.
Key Features
- 15.6” 144Hz Full HD 1920×1080 IPS-Type Display
- Latest 10th Gen Intel Core i7-10750H Processor
- 16GB DDR4 2933MHz RAM | 512GB PCIe SSD | Windows 10 Home
- ROG Intelligent Cooling thermal system with Thermal Grizzly Liquid Metal Thermal Compound
- NVIDIA GeForce RTX 2060 6GB GDDR6 with ROG Boost (Base: 1005MHz, Boost: 1560MHz, TDP: 115W)
Technical Specifications
| Display Size | 15.6 Inches |
| Max Screen Resolution | 1920 x 1080 Pixels |
| Processor | 5 GHz corei7_10750h |
| RAM | 16 GB |
| Memory Speed | 2933 MHz |
| Graphics Coprocessor | NVIDIA® GeForce RTX™ 2060 |
| Chipset Brand | NVIDIA |
| Card Description | Dedicated |
| Wireless Type | Bluetooth, 802.11ax |
Pros
- WiFi-6
- 144Hz Refresh rate
- Hexa-core Processor
- Intelligent Cooling system
Cons
- Bulky
- No card reader
Recommendations
With four USB Ports, an HDMI port, an Ethernet port, and an audio jack, ASUS takes care of its wired connectivity. You can easily connect multiple external displays.
ASUS brings a gaming beast that can serve as a great work laptop for deep learning and ML professionals handling high-end computations with large datasets in the stream of data analysis, mining, and deep neural learning.
5. Acer Nitro 5
The Nitro 5 from Acer is rugged, durable, and weighs close to the 5-pound mark. The build quality is impressive and you wouldn’t even notice the spanning plastic, courtesy of the metallic accents. As far as the display is concerned, the 15.6 Full HD screen is sharp and perfect for gaming.
Also, you need not ruminate over the retouched tag as the 1920 x 1080 screen is one of the best resources to invest in, as a gamer. Plus, the Comfyview technology, or rather the anti-glare support allows you to play most games, without having to stress out the eyes.
Key Features
- 9th Generation Intel Core i5-9300H Processor (Up to 4.1 GHz)
- LAN: 10, 100, 1000 Gigabit Ethernet LAN (RJ-45 port); Wireless: Intel Wireless Wi-Fi 6 AX200 802.11ax
- 8GB DDR4 2666MHz Memory; 256GB PCIe NVMe SSD (2 x PCIe M.2 slots – 1 slot open for easy upgrades) and 1 – Available hard drive bay
- 15.6” Full HD Widescreen IPS LED-backlit display; NVIDIA GeForce GTX 1650 Graphics with 4 GB of dedicated GDDR5 VRAM
- Backlit keyboard; Acer Cool Boost technology with twin fans and dual exhaust ports
Technical Specifications
| Display Size | 15.6 Inches |
| Max Screen Resolution | 1920 x 1080 |
| Processor | 4.1 GHz core_i5 |
| RAM | 8 GB DDR4 |
| Memory Speed | 4.1 GHz |
| Hard Drive | 256 GB Flash Memory Solid State |
| Graphics Coprocessor | NVIDIA GeForce GTX 1650 |
| Chipset Brand | NVIDIA |
| Card Description | Dedicated |
| Wireless Type | 801.11ac |
| Number of USB 2.0 Ports | 1 |
| Number of USB 3.0 Ports | 2 |
| Average Battery Life (in hours) | 8 Hours |
Pros
- Durable
- High-end GPU
- Massive storage space
- Dual fan for better cooling
- One of the best GPUs for the price
- Excellent screen refresh rate of 144Hz
Cons
- Slightly heavy
- Not the most recent core i5
- Disappointing storage space
Recommendations
One of the many outstanding features of this powerful laptop is its attention to detail in the design. In addition, it is thoughtfully fitted with a supercooling system (Acer CoolBoost technology) and vents to keep the laptop cool while working. If you like lightweight laptops, Acer Nitro 5 is the best possible option.
Bottom line
Hope you have found your best laptop among these 5 Best Laptops for Deep Learning and Machine Learning in 2021. I tried to list the laptops that meet the minimum requirement for machine learning and deep learning. If you know of any other laptop that is best for machine learning or deep learning, let me know in the comment section.
Frequently Asked Questions
1. Can deep learning be done on a laptop?
A superior GPU and CPU at the helm can expedite the training process of deep learning models that usually take hours and in some cases a few days. However, below laptops can provide enough processing power for most of the machine learning-based projects.
2. Is 16GB RAM enough for deep learning?
The larger the RAM the higher the amount of data it can handle, leading to faster processing. With more RAM you can use your machine to perform other tasks as the model trains. Although a minimum of 8GB RAM can do the job, 16GB RAM and above is recommended for most deep learning tasks.
3. Is 3050 good for deep learning?
You can go for this 3050ti without any hesitation. Even a 3060 is not fast enough for any practical projects. It’s good enough to start and learn deep learning but once you start working on real projects they won’t fit in the GPU memory. Only laptop GPU which I can think of is the 3080 with 16GB VRAM.
4. What is deep learning used for?
Deep learning applications are used in industries from automated driving to medical devices. Automated Driving: Automotive researchers are using deep learning to automatically detect objects such as stop signs and traffic lights. In addition, deep learning is used to detect pedestrians, which helps decrease accidents.
5. How is Python used in deep learning?
Python is a general-purpose high level programming language that is widely used in data science and for producing deep learning algorithms. This brief tutorial introduces Python and its libraries like Numpy, Scipy, Pandas, Matplotlib; frameworks like Theano, TensorFlow, Keras.
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