Trying to find the best laptops for data science and analysis can be a challenge. The world of data science is constantly evolving, with the demands of complex data handling changing and expanding all the time. You risk falling behind or getting bogged down when you use the wrong device, particularly if it’s been a while since your last upgrade.
In this article, we take a thorough look at a full slate of laptops from HP®. You’ll find serious variety here, but these models all offer the portability and performance that professionals need in the field.
Here are the devices we’ll focus on:
- HP ENVY 17t laptop
- HP Spectre x360 - 15-df0069nr laptop
- HP ZBook 15v G5 mobile workstation
Before we get into these specific models from HP®, let’s discuss the components and features you should focus on during your search.
What features make the best laptop for a data scientist?
Data science is a big field with many different focal points. And while we all have our own unique situations, many of the features preferred by data scientists are consistent at all levels. Beyond the field itself, it’s worth noting that the best laptop for data processing would also be a great multipurpose laptop for any user. As you set out to find the right laptop for your data science career, keep the following specs in mind.
1. Processor and GPU
When it comes to deep learning,
artificial intelligence, and other applications, data science demands a good processor. Making sure you’re well-prepared in this respect can cut out a lot of hassle, particularly if you’re concerned about an increasing workload. Not all processors are the same, but you should try to focus on
the latest-generation options.
While it may be less important for some users, a high-capacity
GPU is critical for the most complex data science applications, like deep learning and AI. While conventional processors struggle with certain formats, a good GPU from NVIDIA® or AMD® will be more than up for the task. As with your processor, the latest generation will be the best choice to match the performance you need.
Data work can be demanding, so the more memory the better. But
how much RAM do you need? For some users, 8GB can be enough RAM to start, but 16GB is a better target most data science applications. Fortunately, the models in this guide have options to customize your configuration or expand beyond that level on your own. And if you’re trying to save at checkout, you can just configure yours for a little less capacity and then
upgrade when the need arises.
3. Storage
As the scale of data sciences grows, the size of software and files have grown too.
Cloud storage can offer some help here to handle any bulky archives and long-term storage, but you’ll likely want to access your most important files offline. Of course, your needs depend on your routine, but 1TB of storage is a solid rule of thumb. And if you choose a
solid-state drive (SSD), you can get away with less because you’re probably prioritizing speed over storage capacity.
4. Size and weight
Measurements and physical weight are common characteristics we all use to evaluate portability when shopping for a new laptop. That being said, they’re not the only factors you should keep in mind.
Power consumption and energy efficiency should also play a part in your decision. Less efficient devices face an uphill battle, particularly with growing energy costs. If your routine demands
a laptop with a good power profile, check for certifications from groups like ENERGY STAR® and EPEAT®.
Security is another key consideration that connects to mobility: if a laptop isn’t secure, is it really portable? Protecting your personal information and work, especially sensitive data or projects, is paramount. Each model we’ll cover packs its own robust suite of security systems, and there are even some with additional biometric security and anti-tamper features.
Best HP laptops for data science
1. HP ENVY Laptop (17-cr1087nr)
Are you a data science enthusiast or a professional looking for the ideal laptop to supercharge your data analytics and modeling tasks? Look no further than the
HP ENVY 17-cr1087nr, a powerful computing machine designed to elevate your data science experience.
At its core, this laptop boasts a 13th Generation Intel® Core™ i7 processor, ensuring a lightning-fast performance that can handle even the most complex data tasks with ease. Paired with Intel Iris® Xe Graphics and 16GB of memory, your data visualizations and machine-learning models will run effortlessly.
The stunning 17.3-inch diagonal FHD touch display with 100% sRGB coverage ensures you see your data in all its vibrant, accurate glory. Whether you're working on data visualizations or coding algorithms, every detail will come to life.
Video calls with colleagues and clients are a breeze with the built-in 5MP camera featuring AI Noise Reduction and Auto Frame, guaranteeing you always look and sound your best.
In addition to its exceptional performance, the HP Envy is eco-conscious, incorporating ocean-bound plastic in its design. It also offers HP Fast Charge, WiFi 6E for faster connectivity, and privacy features like a microphone mute button, and camera shutter.
With Windows 11 Home pre-installed, you'll have access to a wealth of tools and features designed to enhance your productivity and creativity.
Elevate your data science game with the HP ENVY 17-cr1087nr laptop. It's a powerhouse that combines cutting-edge technology with sustainability and versatility. Whether you're crunching numbers or creating data-driven insights, this laptop is your perfect companion. Take advantage of this opportunity to level up your data science experience today.
2. HP Spectre x360 16 2-in-1 laptop
At the heart of this laptop is a 13th Generation Intel Core i7 processor, a technological marvel designed for exceptional multi-tasking. Paired with Intel Arc™ A370M Graphics with 4GB GDDR6 dedicated memory, this laptop is your ticket to seamless data analysis, visualization, and modeling.
With a generous 16GB of memory and a lightning-fast 2TB SSD storage, you can effortlessly handle large datasets and complex algorithms. The 16-inch diagonal UHD+ touch display delivers crisp visuals and boasts a 100% DCI-P3 color gamut, ensuring your data visualizations are displayed accurately.
What sets this laptop apart is its intelligent 5MP camera with Auto Frame and Appearance Filter, making video calls a breeze. It also includes screen time and distance reminders, helping you maintain a healthy work-life balance.
HP's commitment to sustainability shines through with ocean-bound plastic and recycled aluminum used in its design. The laptop also features an OLED display for rich contrast, Eyesafe®-Certified Display for reduced eye strain, and Delta E<2 color accuracy for lifelike imagery.
The HP Spectre X360 is part of the Intel Evo™ platform, ensuring a superior laptop experience in terms of performance, responsiveness, battery life, and visuals.
Incorporating Windows 11 Home, this laptop provides a serene and creative workspace, from its rejuvenated Start menu to innovative ways of connecting with your favorite content.
If you're a data science enthusiast or professional, the HP Spectre 360 (16-f2097nr) is your perfect companion. It combines exceptional performance with sustainability and innovative features to enhance your data-driven journey. Elevate your data science game today with this extraordinary laptop.
3. HP ZBook Power 15.6 G10 mobile workstation
Data scientists, engineers, and professionals in need of uncompromising power for their demanding tasks meet the
HP ZBook Power 15.6-inch G10. This mobile workstation is engineered to elevate your professional workflows to new heights.
Unleash Unrivaled Performance
Powered by the AMD Ryzen™ 7 PRO processor, with speeds of up to 5.1 GHz, and 32GB of lightning-fast DDR5 RAM, this laptop is a workhorse. Whether you're crunching complex data sets or rendering 3D models, the ZBook Power handles it effortlessly.
Exceptional Visuals
The 15.6-inch FHD display with anti-glare technology delivers clear, sharp visuals with a brightness of 400 nits and 100% sRGB coverage. Coupled with integrated AMD Radeon™ Graphics and a discrete NVIDIA RTX™ A1000 Laptop GPU, this laptop ensures exceptional visual performance for your tasks.
Built to Last
Designed with a durable all-aluminum chassis, the ZBook Power passes rigorous military standard testing, assuring you of its ruggedness. Accidents are no problem either, thanks to the spill-resistant keyboard with a drain hole for easy cleanup.
Stay Connected and Collaborate
With long-lasting battery life and AI Noise Suppression software to block distracting background noises, this laptop empowers you to work and collaborate effectively on the go. It's a device powerful enough to run professional software applications seamlessly.
Certified and Secure
Rest assured with a pro-level PC that's certified to work with professional apps and comes with HP Wolf Security for Business. Advanced security features, including HP Sure Start and Windows Secured Core, protect your data and identity.
The HP ZBook Power is the ultimate mobile workstation for professionals who demand the best. It's a powerhouse that combines performance, durability, and security to help you power through your most demanding tasks. Elevate your professional work with the HP ZBook Power, where performance meets durability, all in one stunning package.
Finding the best laptop for data science
The demands placed on data scientists and analysts will only continue to grow, and the same goes for the laptops they use every day. With this list, we’ve found the 3 best options from HP, all of which can be customized to meet your specific needs for performance. Whichever laptop you choose, you’ll be better equipped to handle every task that comes your way.
About the Author
Dwight Pavlovic is a contributing writer for HP® Tech Takes. Dwight is a music and technology writer based out of West Virginia.