Data Science with Python (20 Blogs) Become a Certified Professional
AWS Global Infrastructure

Data Science

Topics Covered
  • Business Analytics with R (30 Blogs)
  • Data Science (39 Blogs)
  • Mastering Python (66 Blogs)
  • Decision Tree Modeling Using R (1 Blogs)
SEE MORE

MI-new-launch

myMock Interview Service for Real Tech Jobs

myMock-widget-banner-bg

Everything You Need to Know about the Best Laptop for Machine Learning

Published on Jul 04,2019 15.4K Views
Kislay Keshari
Kurt is a Big Data and Data Science Expert, working as a... Kurt is a Big Data and Data Science Expert, working as a Research Analyst at Edureka. He is keen to work with Machine Learning,...

MI-new-launch

myMock Interview Service for Real Tech Jobs

myMock-mobile-banner-bg

myMock Interview Service for Real Tech Jobs

  • Mock interview in latest tech domains i.e JAVA, AI, DEVOPS,etc
  • Get interviewed by leading tech experts
  • Real time assessment report and video recording

With the Rise in Machine Learning and Deep Learning in every sector.  Be it a well known MNC or any Startup. The need for Machine Learning is there and companies usually don’t pay much attention to the fact that any normal laptop that is being used by Software Developers and Support people are not suitable for Machine Learning. So, let’s get started and find out the Best laptop for Machine Learning.

 

Factors Affecting Portability

To find the best Laptop for Machine Learning, Portability is one of the key factors that anyone looks for in a laptop, otherwise, if portability is not the issue then you can go for custom PC, which I’ll discuss in the later part of this article.

Portability-Best-Laptop-For-Machine-Learning

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.

     

    Minimum Requirements

    Before Buying the Best Laptop for Machine Learning you Must have a look at the Minimum Requirements to look for in a Laptop. This can also be useful if you are building a custom PC.

    RAM: A minimum of 16 GB is required, but I would advise using 32 GB RAM if you can as training any algorithm will require some heavy Lifting. Less than 16 GB can cause problems while Multitasking.

    RAM

    CPU: Processors above Intel Corei7 7th Generation is advised as it is more powerful and delivers High Performance.

    CPU-Best-Laptop-for-Machine-Learning

     

    GPU: This is the most important aspect as Deep Learning, which is a Sub-Field of Machine Learning requires neural networks to work and are computationally expensive. Working on Images or Videos require heavy amounts of Matrix Calculations. GPU’s enables parallel processing of these matrices. Without GPU the process might take days or months. But with it, your Best Laptop for Machine Learning can perform the same task in hours.

    GPUNVIDIA has started making GeForce 10 series for Laptops. These are one of the best GPU’s to work with select the one which suits your Price Range. Although they have the RTX 20 Series as well, But it’s way too costly. You can also go for AMD Radeon.

     

    Storage: A minimum of 1TB HDD is required as the datasets tend to get larger and larger by the day. If you have a system with SSD a minimum of 256 GB is advised. Then again if you have less storage you can opt for Cloud Storage Options. There you can get machines with high GPUs even.

    HDD-Best Laptop for Machine Learning

    Operating System: Mostly People go for Linux, but Windows and MacOS can both run Virtual Linux Environment and you can work on those systems too.

     

    Best Laptop For Machine Learning

     

    tensorbook-best-laptop-for-ml

     

    The TensorBook by Lambda Labs would be my #1 Choice when it comes to machine learning and deep learning purposes as this Laptop is specifically designed for this purpose.

     

    FeatureSpecification
    Graphics(GPU)NVIDIA 2070/2080 (8GB)
    Processing(CPU)Intel i7-8750H (6 cores, 16x PCI-e lanes)
    RAMUp to 32GB (2666 MHz)
    StorageUp to 1TB NVME SSD (4-5x faster than normal SSD)
    Display16.1″ FHD (1920×1080) Display, Matte Finished

    Pros: Specially Built for Deep Learning with pre-installed Deep Learning Libraries.

    Cons: Nothing as such, apart from pricing.

     

     

    Apple-MacBook

     

    One of the best Laptops for Multi-tasking and for Machine Learning. This is a good option for Apple fans who don’t want to shift to another platform.

     

    FeatureSpecification
    Graphics(GPU)Radeon Pro 555X with 4GB of GDDR5 – Intel UHD Graphics 630
    Processing(CPU)2.6GHz 6-core Intel Core i7, Turbo Boost up to 4.5GHz, with 12MB shared L3 cache
    RAM16GB of 2400MHz DDR4 onboard memory
    Storage256GB SSD
    Display15.4″ Retina Display IPS Technology 2880×1800

    Pros: Gorgeous Retina Display (2880×1800)

    Cons: Too expensive, RAM is not upgradable.

     

    asus

    It’s an unusual Laptop, from outside it looks like any other heavy-duty gaming laptop. It powered by some of AMD’s finest desktop hardware – and a price that’s surprisingly low.

     

    FeatureSpecification
    Graphics(GPU)AMD Radeon RX 580 4GB
    Processing(CPU)3GHz AMD Ryzen 7 1700 (8-core, 16MB cache)
    RAM16GB DDR4
    Storage256GB SanDisk SSD , 1TB hard disk
    Display17.3″, 1,920 x 1,080 non-touch IPS

    Pros: Great value for money, Superb performance with excellent thermal management, Value for Money

    Cons: The battery could be better

     

    asus-zephyrus

    The Asus ROG Zephyrus S GX531GX is a stunning 15-inch gaming laptop that has the svelte design of an ultrabook but packs powerful GPU components.

     

     

    FeatureSpecification
    Graphics(GPU)NVIDIA GeForce RTX 2080 Max-Q
    Processing(CPU)2.2GHz Intel Core i7-8750H (Hexa-core, 9MB cache, up to 4.1GHz)
    RAM16GB DDR4 (2,666MHz)
    Storage1TB M.2 PCIe x4 SSD
    Display15.6″, Full HD (1920 x 1080) IPS – 144Hz refresh rate

    Pros: Powerful, Slim design, Great performance, Innovative cooling

    Cons: Very expensive, Screen isn’t HDR.

     

    dell-xps

    The Dell XPS 15 is an amazingly flexible laptop, despite looking like an ordinary high-end one on the surface. It’s very powerful but has unusually good battery life for its class.

     

    FeatureSpecification
    Graphics(GPU)NVIDIA GTX 1050 GPU with 4GB RAM
    Processing(CPU)2.8GHz Intel Core i7-7700HQ (3.8GHz boost) 4 cores, 8 threads
    RAMUp to 32GB 2400MHz DDR4 RAM
    StorageUp to 1TB SSD
    Display15.6″(3840 x 2160) 4K 282ppi IPS LCD glossy

    Pros: Fast, amazing battery life, 4k Display

    Cons: Pricey, Heavy and no webcam

     

    razer blade

    The Razer Blade is one of the best laptops you can get for machine and deep learning. It basically checks all the boxes for it to handle your projects and some more. The performance is top-notch.

     

    FeatureSpecification
    Graphics(GPU)NVIDIA GeForce® RTX™ 2060 – 2080 MaxQ
    Processing(CPU)8th Gen Intel® Core™ i7-8750H 6 Core (2.2GHz/4.1GHz)
    RAM16GB Dual-Channel (8GB x 2) DDR4 2667MHz
    Storage512GB SSD (NVMe)
    Display15.6″ 4K Touch 60Hz, 100% Adobe RGB

    Pros: Excellent Performance, Great Build Quality, and Design, Light And Portable

    Cons: Pricey

     

    msi

     

    The MSI GS65 is once again, a thin and lightweight gaming laptop which is aimed for power users working on Deep Neural Networks.

     

    FeatureSpecification
    Graphics(GPU)NVIDIA GeForce GTX 1070 (8GB GDDR5, Max-Q)
    Processing(CPU)3.9GHz Intel Core i7-8750H (quad-core, 9MB cache, up to 4.2GHz)
    RAM16GB DDR4 (8GB x 2, 2,400MHz)
    Storage512GB SSD (M.2)
    Display15.6″ FHD (1,920 x 1,080) – 144Hz, 7ms response

    Pros: Attractive, subtle design, Gorgeous, a fast display, Excellent performance, Effective thermal management

    Cons: Underside gets burning hot, Forthcoming Biometric login, Poor Native Audio

     

    acer predator

    Both the Helios and Triton 700 are amazing Laptops with amazing power and speed. Triton is the latest and more costly one. But even Helios can do your Job.

     

    FeatureSpecification (Helios)
    Graphics(GPU)Intel UHD Graphics 630; Nvidia GeForce GTX 1060 (6GB GDDR5)
    Processing(CPU)2.2GHz Intel Core i7-8750H (hexa-core, 9MB cache, up to 4.1GHz)
    RAM16GB DDR4 (2,666MHz)
    Storage256GB PCIe SSD
    Display15.6-inch FHD (1,920 x 1,080) ComfyView IPS (144Hz refresh rate)

    Pros: For an affordable laptop, it performs excellently. It also has enough space for data storage.

    Cons: The screen display could be better.

     

    dell-alienware

     

    One of the Cheapest Laptops that can get your work done, if not multitasking much. Good for students who cannot spend much on a new Laptop.

     

    FeatureSpecification
    Graphics(GPU)NVIDIA GeForce GTX 1080 Max-Q (8GB GDDR5X)
    Processing(CPU)Intel Core i9-8950HK
    RAM8GB DDR4, 2666 MHz – RAM can be an issue(But it can be upgraded)
    Storage256GB SSD + 1000GB HDD
    Display15.6”, 4K UHD (3840 x 2160), IPS

    Pros: Cheap, gets the work done.

    Cons: More RAM and hence performance.

     

    gigabyte_aero

    The Gigabyte Aero 15X is a fantastic laptop for tasks beyond gaming like Machine learning while maintaining its excellent battery life, making for a more versatile laptop than previous versions.

     

    FeatureSpecification
    Graphics(GPU)NVIDIA GeForce GTX 1070 (Max-Q, 8GB GDDR5 RAM)
    Processing(CPU)2.2GHz Intel Core i7-8750H (Hexa-core, 9MB cache, up to 4.1GHz with Turbo Boost)
    RAM16GB DDR4 (2,666MHz, 8GB x 2)
    Storage512GB SSD (M.2 NVMe PCIe)
    Display15.6″ UHD 4K (3,840 x 2,160) IPS LCD

    Pros: Excellent performance, Fantastic battery life, Gorgeous screen, Plenty of ports

    Cons: Chin-facing Webcam, Not super premium for the price.

     

    Building a Custom PC

    If Portability is not an issue, you can build a custom PC. There are a lot of places where you can build a custom PC. Here is one of few PC’s that you can customize too on iBuyPower. You can also assemble one yourself. Just make sure you check the minimum requirement boxes and you are good to go.

    Custom PC- Best Laptop-For-Machine-Learning

     

    You can use Cloud Support for GPU’s if you don’t want to spend so much. Here you can go for either AWS or Microsoft Azure. Azure is cheaper and better in some ways for analytics purpose. But I would advise you to Save money and buy the GPU as it will be cheaper for Long Run.

    With this, we come to an end of the quest for Finding the Best Laptop for Machine Learning. I hope you have made up your mind on which Laptop to get according to your budget. Don’t spend too much on Displays or GPU’s if you aren’t a gaming person. Go with mid-range or cheap Laptops.

    Edureka’s Machine Learning Certification Training using Python helps you gain expertise in various machine learning algorithms such as regression, clustering, decision trees, random forest, Naïve Bayes and Q-Learning. This Machine Learning using Python Training exposes you to concepts of Statistics, Time Series and different classes of machine learning algorithms like supervised, unsupervised and reinforcement algorithms. Throughout the Data Science Certification Course, you’ll be solving real-life case studies on Media, Healthcare, Social Media, Aviation, HR.

    Comments
    0 Comments

    Browse Categories

    webinar REGISTER FOR FREE WEBINAR
    REGISTER NOW
    webinar_success Thank you for registering Join Edureka Meetup community for 100+ Free Webinars each month JOIN MEETUP GROUP

    Subscribe to our Newsletter, and get personalized recommendations.