11 Best Laptops For Data Science in 2021 [Top Picks by Data Scientists]

We will talk more about this below. Data-specific activities are done remotely, with the computer acting as an intermediary. Choosing the right laptop for data analysis can be difficult, especially if you need to consider what details matter.

It is hard to find internet. If you're a college student and do your work on the computer, most universities won't give you remote server access. If you do heavy work or gaming, then your computer needs to be fast enough. If it is not, then you will have a hard time doing what you need to do.

Data scientists use various tools to study the data. You might also want to use SQL management tools and prototyping tools. A data visualization tool like Tableau is powerful. You also need a computer that can process the data. A device can be connected to a Data server as well.

Choosing a laptop for data science means considering many things. You can use macOS or Windows 10 if you want, but sometimes it won't work without a remote server connection. One of the first steps to this process is choosing which operating system you want on your computer. If you don't know, search for computers with different operating systems and then choose.

If you use a remote server for your work, you need an extremely powerful device. For the best use of such tools, it is important that the device has a powerful processor, fast storage and lots of memory. There are many things you can look for in a laptop. If the keyboard is not comfortable, then it may not be the right one for you. The display on the laptop should also be good. You should also find a laptop with plenty of ports so that you can plug in other things like your phone or headphones.

You cannot upgrade the graphics card on your laptop. Pick one that can handle your workload. To use neural networks, machine learning and parallel computing, you need a powerful GPU. This is important because otherwise the device will not be able to process the data quickly enough.

Minimum & Recommended Data Science Laptop Specs

Best Data Science Laptops in 2021 Detailed Reviews

Data science is difficult. Artificial Intelligence is good for data analysis. We looked at 73 devices but only picked the best ones to recommend for data scientists. We listed the high-end laptops at the top, followed by mid-range and budget options at the bottom. Even if you are in college, working already in your career or with data science, here is 11 of the best frameworks to consider.

1. Best Overall Data Science Laptop: TensorBook

1. Best Overall Data Science Laptop: TensorBook

Machine Learning, Data Visualization and predictive intelligence can be hard. If you are a data scientist and want a laptop that is powerful enough to understand these things, then the Lambda Labs TensorBook is your only option.

CPU and GPU

This high-performance gadget is powered by an Intel Core i7-10875H CPU. It comes with 8 cores and 16 threads. This powerful processor can process data tasks at up to 5.1GHz. This means that it processes the data very quickly and helps you finish faster. A machine with an octa-core CPU is useful when you are doing two or more things at once. For example, you could use this kind of machine to do a single-threaded job like Python and a multi-threaded job like R.

If you need to use ML frameworks and deep learning algorithms for training self-learning data sets, the NVIDIA GeForce RTX 2080 Super Max-Q is a good option.

It has an ML library. You can use it with the software and libraries that come out of the box. The CUDA cores and Tensor cores built into the GPU mean that frameworks and libraries such as Tensorflow and PyTorch are not difficult.

RAM and Storage

This is better than RTX 2070. This machine can be used for playing games because it has 8GB of VRAM. RTX 2080 Super Max-Q has the same speed and memory as RTX Titan and 2080 Ti, but it is different in these ways.

Lambda Labs does not offer a specific operating system, but offers Windows 10 Pro and Linux Ubuntu. The Samsung EVO SSDs are very fast. They read and write quickly. This helps with financial data analysis. This book has a RAM of 64GB. That means you can always process how many datasets you want without running out of space.

Display

The 1080p 15.6 inch display has a vivid picture. The OLED panel is good for creatives. It has a color accuracy and razor-sharp viewing angles. You can choose to play games on this computer. It has a screen that refreshes 144 times a second so it doesn't show any lines when you are playing. Your game will not be messed up. Some screens are better than others. They can show colors that some screens cannot like 72% NTSC color gamut. This makes photo editing and video editing easier.

Peripherals

TensorBook has a good keyboard, touchpad, speakers and webcam. Thunderbolt 3 is a port option for your old devices. It is not just for ports, but it can also be used to connect them to your computer.

This phone is compatible with all three types of connection: Bluetooth, LAN, and Wi-Fi. The HP Stream 11 has an issue with its battery lasting for a long time. It lasts up to 2 hours under heavy data-heavy computation.

2. Best Laptop With 1TB SSD Storage: Asus ROG Strix G15

If you are an experienced data scientist, looking for a powerful desktop replacement laptop , the ASUS ROG Strix G15 is worth considering. It is a gaming device but there is no application or tool this data science laptop cannot handle.

2. Best Laptop With 1TB SSD Storage: Asus ROG Strix G15

CPU and GPU

The processor can be used for different operating systems, besides the default. Asus has a fast GPU in it that is NVidia. It has 8GB of VRAM. This laptop has a powerful processor. It can be as fast as 5 GHz.

RAM and Storage

This laptop has a free Windows 10 Home edition. Moreover, the 1TB PCIe SSD storage unit helps to make things as fast as possible. In this laptop there is a system that offers 16GB of storage. This complements the processor. All of our high-end software like SAP Lumira and PostgreSQL can work because of the ROG Boost overclocking technology.

Display

This monitor can refresh up to 240 times per second when you use a GPU. The screen-to-body ratio and IPS display technology make this phone more interesting to look at. The screen on the ROG Strix Scar G15 has a resolution of 1920 x 1080 pixels. This is very good. You can see it from many angles, and it's very clear.

Keyboard and Touchpad

The laptop also has an ROG keystone touchpad that is very functional. The multi-touch key on the phone lets you do more with your games. You can unlock things with just one touch. The manufacturer has changed the keyboard so that it is fast and accurate. The keys are curved and there is plenty of space on them for both hands to rest. This product also provides backlit keys, which are great for gamers, and buttons that act quickly.

Design and Ports

This device can do different things. It depends on what you are doing. Besides, you don't have to worry about cleaning the gadget. It has a self-cleaning technology.

This laptop can be used in the harshest working conditions. The laptop has ports for productivity. At just 5.28 pounds, the ROG Strix G15 is still light enough to carry around despite its durability. This laptop is thin even though it has a lot of features.

The battery life is not very good. This is because of the cooling technology which only lasts 8 hours. This device is good for a data scientist. They can use it for running applications like Tableau and Terminal without any problems.

3. Best With 32GB Memory: MSI P65 Creator

3. Best With 32GB Memory: MSI P65 Creator

MSI is a company that makes computers. It puts powerful processors and graphics cards in its 4K displays to meet your needs. MSI P65 is a laptop that has many of the things you like to do. It has Big Data analysis, Business Intelligence, and also Graphic Design and Video Editing. So MSI P65 is the perfect laptop for you.

CPU and GPU

The GeForce RTX 2060 has 6GB of memory and can do more things than the GTX 1060. This powerful Intel Core i7-9750H processor can make tools like SAS, TensorFlow, and Tableau usable by data scientists. The processor has a frequency of 4.5GHz which makes it easy to use these tools.

RAM and Storage

The 1TB SSD and 32GB RAM give you the ability to do many tasks at the same time. Tools like Apache Casandra process Terabytes of data. Windows 10 Pro can protect your computer and data. They have some special tools like BitLocker to keep your computer safe.

Display

The colors on this screen are very colorful. It feels more real than a normal TV. The sleek, minimalist aluminum body weighs 4.2 pounds and has thin bezels on three sides. This monitor has a 4K UHD display. This means that it has a really high resolution! The pixels are so small and you can see each one. The picture is very clear.

Keyboard and Numpad

This keyboard is still easy to type on even though the keys are shallow. This keyboard is in a square shape. It does not come with a numeric pad or three choices of backlighting. MSI's laptop has a wider touchpad. You can use your fingerprint and do multi-touch gestures on it.

Ports

We have a lot of cables that can connect screens or projectors. WiFi 5 is better than WiFi 4. It lets you download things faster. Bluetooth 5 will make the connection stronger so you can download more stuff. The MSI laptop comes with 3 USB ports, 1 USB Type-C Thunderbolt port, one Mini-Display port, and an HDMI and audio port.

If you use more resources from your phone, it can drain the battery faster. MSI claims that a 4s battery can last up to 8 hours. The MSI P65 Creator is a laptop that can be used for data science or creative work. It has a battery in the keyboard panel. You can also play games like Player Unknown Battlegrounds or World of Warcraft on it!

4. Best MacBook For Data Science: Apple MacBook Pro

4. Best MacBook For Data Science: Apple MacBook Pro

Data scientists like Apple's MacBooks. The M1 chip is new, so make sure your laptop can use it. Most data modeling and visualization apps are designed to work on a Mac, and this makes a good reason why the MacBook Pro is popular.

CPU and GPU

The high end specifications of the CPU can be seen by how hot it is and how fast it works. The new and improved MacBook Pro has an Apple 8-core processor. The integrated 8-core processor is a market-changing component. It works together with the CPU. Data scientists are people who like to use laptops with many cores. The new Macbook Pro has a lot of cores.

RAM and Storage

The laptops come with 8GB of RAM. This is good for supporting the existing chipset. The 512GB solid-state storage unit is fast, has a lot of data to keep for people who are on the go.

Display

This computer system can run Mac SurOS as soon as it is unboxed. Apple is the best company for screens. They have 2560 by 1600 pixels on their 13-inch laptop. The new MacBook Pro, besides being an excellent display, also offers Retina Display technology. This technology can offer deep black colors and precise visual alignment.

Design and Keyboard

Many journalists, writers, bloggers, programmers and more. If you are a SAS analyst, it can be helpful to have a good keyboard. Some people like the latest MacBooks because of the good keyboards. Apple MacBook Pro M1 has a keyboard with 1 mm key travel. Other accessible features include an integrated touch bar and Touch ID for added security.

Ports

If you use this for a long time, you will get battery backup. This laptop is really light. It weighs only a few pounds. The port is important. There are two Thunderbolt 4 ports and two USB 3.1 Gen 2 ports. Cloud servers are hard to connect to. Apple makes sure that you can do it wirelessly.

The graphics processing unit is good for charting up. The new MacBook Pro has good computing power. It is very good for this profession.

5. Best Laptop for Data Analysis: Dell XPS 15 9500

5. Best Laptop for Data Analysis: Dell XPS 15 9500

The new Dell XPS 15 9500 is the perfect device for those who want a powerful laptop. This device is good for data science. It can do the jobs that you need to do.

CPU and GPU

Windows 10 Home is included. More powerful than the GeForce GTX 1650 Ti is the Nvidia GeForce GTX 1660 GPU with 4GB of VRAM. The Intel Core i7-10750H is a powerful processor that can operate at speeds up to 5GHz when needed.

RAM and Storage

The energy-efficient components make booting up and rendering data quicker. For example, the SPSS software from IBM requires at least 4GB RAM. Dell offers up 16 Gigabytes of Random Acitient Memory. That is enough to do intensive statistical analysis. This device is a computer that can do four things at the same time. It's very fast and accurate, too!

Display

The screen is good. It is big and it looks good. Dell has the highest resolution on a laptop. They can display 3840 x 2400 pixels. The InfinityEdge display is a good display. It has 400 displays, Dolby Vision, and EyeSafe technology to make it better.

Design and Keyboard

Besides that, the company also allows a data scientist to enjoy leisure time with their Waves Nx speakers. Dell is careful to include key features in their keyboard, like the touchpad. You will get a small webcam and you can also use the one on your laptop.

Ports

The Packard Bell Polaroid H9i weighs about 4.53 pounds and has three USB 3.2, two Thunderbolt ports, DisplayPort 1.4, and other ports that are good for how it works. Dell's laptops are cool and have a shiny, metal exterior. They're great for those who want to buy one. The fingerprint scanner is easy to use and the Wi-Fi settings are good. This will help data scientists with better security and connection.

The powerful battery can charge up to 9 hours. It doesn't matter how much you use it. This business laptop is good for scientists. Scientists like it because it has a fast processor and a great display.

6. Best Value for Money: Asus ZenBook 15

6. Best Value for Money: Asus ZenBook 15

You might enjoy the next computer you buy. It will be a good choice if you want style and creativity. The Asus ZenBook 15 is great because it has an improved design, more power, and a better screen.

CPU and GPU

The SoC in this computer can run at 4.9 GHz. I like that this computer has a 10 gen Intel Core i7 U-series processor. It sounds good. This is a laptop. It has the NVIDIA GeForce GTX 1650 Max-Q GPU. This means that it does not have any compromises, like being heavy and taking up lots of space for the graphics card.

RAM and Storage

The 512GB SSD is faster and more efficient than the SATA3 module. 16GB of RAM helps you to find information faster and to create documents. In Windows 10, the default OS is Home Edition. But you can also run a Linux Ubuntu installation on this device.

Display

This TV has a good screen. It is 178 degrees and it's wide. The Asus computer has a screen with a size of 1920 x 1080 pixels. It also has the Nano-Edge display technology. This device has a really good display and a small bezel. It is 92% the size of the screen, which means you can see everything well.

Keyboard and Touchpad

This ScreenPad allows you to switch between tabs on your computer. It has big buttons for easy access. Asus manufactures a backlit keyboard. They also offer key travel of 1.4mm and quick access keys. The touchpad also has ScreenPad 2.0 technology and will come with a quick way to access what you want on the screen.

Ports

The ZenBook 15 is very light. It weighs only 3.6 pounds. The physical things that make this computer different from the others are that it has a good typing position, advanced speakers, and better cooling. The new laptop is thinner than the old one. It's 16.9mm thin, which is 13% thinner than the previous iteration of this laptop. You get USB Type-C, a type of USB that you can plug in. You also get USB 3.1 and other types of outputs.

The new ZenBook 15 is a powerful device. It can do things quickly. Besides that, data science professionals can work for 10 hours on battery before they need to recharge. This computer has a lot of good features. It can connect to remote servers, and also has a lot of Wi-Fi. It is very fast.

7. Best For Data Mining: MSI Prestige14

7. Best For Data Mining: MSI Prestige14

Plenty of people like workhorses. They are packable and portable. 4K UHD displays are better than 4K HD displays. They're worth the extra money. The MSI Prestige 14 is a smaller laptop for scientists on the go. They can work with data there.

CPU and GPU

Nvidia's GeForce GTX 1650 Max-Q is an important choice for machines that need graphics. It has 4GB and is light. People who work with programming, databases and business intelligence tools like R, Python, MongoDB or Quantum Qlik Sense will really like the Intel Core i7-10510U.

RAM and Storage

A 16GB of RAM is needed for running database servers. Windows 10 Pro has many features. One of them is the remote access capabilities, and another one is BitLocker which helps keep your data safe. The touch sensor on your laptop is the same as a fingerprint reader. They make it easier to access your laptop. The touch sensor and the fingerprint reader offer an extra layer of security for you to use when you are using your laptop.

Display

This laptop has a big screen with many pixels. The laptop is light and has a hinge that can go all the way around. It weighs 2.64 pounds.

Keyboard and Trackpad

The MSI Prestige has a wider trackpad than most. The trackpad is big enough to fit a fingerprint reader. The speaker on the laptop is not as good as other computers. The keyboard does not have a number pad and it is lighted. The keys are not very deep. That is good for people who have trouble pressing the key all the way down, like me.

Ports

MSI is not disappointed in terms of connectivity. The latest WiFi 6 and Bluetooth 5.1 connections make it easier to stay connected with the Yoga S940. This computer has two slow USB ports, two fast Thunderbolt 3 ports, a card reader to transfer pictures from SD cards, and an Ethernet port.

The lithium ion battery provides power for up to 10 hours. A data scientist might be able to fit a workhorse in their backpack. The MSI Prestige laptop is designed to do programming, databases, BI applications and games on the go.

8. Best Laptop Under 800: Lenovo IdeaPad L340

8. Best Laptop Under 800: Lenovo IdeaPad L340

If you are looking for a computer that does not have any lags, then it is a good choice. This laptop helps you figure out how to do deep learning. It helps with the basics of neural networks.

CPU and GPU

The Intel Core i5-9300H processor is very powerful. It can go fast and faster! The NVidia GeForce GTX 1650 GPU works well with 4 gigabytes of VRAM.

RAM and Storage

The 8GB of RAM makes the phone's processor more powerful. You can also run Linux on the device in case you need it. Lenovo also offers 512GB of storage. This will make it faster to operate and startup.

Display

A 15.6-inch HD display is a typical size for laptops that cost $399. The company offers a 1080p panel that also has Vantage Eye Care mode for helping Ph.D. students and professionals continue working with data without straining the eye.

Design and Keyboard

This includes an HD camera that you can talk with, speakers with Dolby Audio, and different ways to play games. This laptop is also light and durable. It weighs less than 5 pounds, and it has a 180 degree movable hinge. This device has a keyboard and touchpad. It is backlit which makes it easier to see and use in the dark.

Lenovo is good because they have a port that includes the USB Type-C and other outputs. If you are an aspiring data scientist and need your computer to last for a long time, this is the computer for you. Lenovo's gaming laptop is not as good as other laptops in the market, but it has a good battery and its graphics.

9. Best with 17-inch Display: HP Envy 17T

9. Best with 17-inch Display: HP Envy 17T

A data scientist might not care about a touchscreen laptop, but the HP Envy 17T is a good choice. It has a sleek design and it has a strong processing unit.

CPU and GPU

The 4 gigabytes of VRAM will help with the graphics performance. The GPU that is already here is better than the GTX card we have. We can use it to run neural networking applications. This laptop has an Intel Core i7-1065G7 and a Nvidia GeForce MX250 GPU. These two parts work together to make the laptop fast and great.

RAM and Storage

Windows 10 is the new operating system. It is found on new devices. The HP laptop has 16 GB of RAM, which is enough to do statistical operations. What is new is the design of this computer. It has two parts. One part or 256GB of SSD storage and 1TB hard drive. Hard drives are where you store your data. SSDs help with the computer's speed such as when it starts up or when it turns on.

Display, Keyboard and Ports

The IPS panel is bright and supports multi-touch. The 17.3 inch screen is a good addition. The 1920 x 1080 pixel resolution is very sharp.

The keyboard on a computer has features that will help you do more things. The webcam has two microphones. One for when you Skype and Zoom. The HP Pavilion offers a productive port management system with USB Type-C and essential slots. The new Envy 17T has a new design and it is made out of aluminum. Aluminum is light so the laptop weighs less. It also makes the laptop sleek.

This touch-supported notebook can be used for 10 hours. The laptop has a good amount of processing power. It also looks good.

10. Best For Data Science Students: Acer Swift 3

10. Best For Data Science Students: Acer Swift 3

The Acer Swift 3 laptop is an excellent choice for data visualization, mining, and prototyping. It is an especially good option if you are new to the data scientist industry.

CPU and RAM

This device is fast and easy to use. Dual-channel RAM support makes your computer do better. You can use it for simple things like emails, data analysis and data visualization. The AMD Ryzen 7 4700U chipset is a powerful chip that can be clocked up to 4.1GHz.

Storage and GPU

This computer has 512 GB of storage. It also loads Windows quickly. As a GPU, Acer puts in the graphics card from AMD that is enough. Acer has Windows 10 Home edition and it is right on the computer.

Display

Acer has a screen that is 14 inches and it's Full HD. You will see everything in the sharpest way possible. This laptop has a high resolution of 1920 X 1080 pixels. That means that the picture will be clear and easy to see.

Keyboard and Ports

This laptop is under $700. It has a touchpad and a keyboard that lights up. The Gigabit Wi-Fi and Bluetooth 5.0 ensures the seamless performance of remote server applications. There are other good features on this laptop. For example, it has built-in speakers with a HD webcam and an intelligent microphone. There is also a fingerprint scanner.

This phone has a battery life of five hours. The Acer Swift 3 is an elegant computer. It is made of a durable material. The laptop is less than 3 pounds and has a lot of ways to plug in.

Supreme Acoustics has competitive prices and a wide range of products. We make sure that the sound is good for people who buy our products. The phone has a good battery and processor.

11. Best Cheap Laptop for Data Science: Lenovo IdeaPad 3

11. Best Cheap Laptop for Data Science: Lenovo IdeaPad 3

Lenovo has a device that is budget friendly and has the processing power you need to do your data science homework. If you want to be a Bioinformatics, Lenovo IdeaPad 3 can be a good place to start.

CPU and GPU

Intel processors now have a specialized GPU for graphic processing. This means that the CPU will be busy with other tasks, so it won't be able to do this. This computer can be fast. It has four cores which are really good. The fastest speed of this chip is 3.6GHz, which means it can do data-oriented, analytical things fast.

RAM and Storage

This computer has a lot of memory and it is really fast. You should use this computer if you need power. Hadoop, Python, R Studio, and MySQL could be good for the IdeaPad. This laptop costs less than $600. It can be either Windows 10 Home or Windows 10 S-mode according to your choice.

Display

The touch screen is another way to input information. The computer has a touch screen with a resolution of 1366 x 768 pixels. When you want to get into your device, the HD camera recognizes your face and makes it easier.

Keyboard and Touchpad

Lenovo made room for a full-sized keypad with a number pad. The touchpad is large and responds well to multi-touch gestures. The keys on your keyboard are the only ones that do not have a space in between them. This can prevent you from making mistakes.

Design and Ports

WiFi 5 is free and it works everywhere. The Lenovo IdeaPad is a laptop that is light and has a black design. This laptop has three ports for USB cables. It also has a place for memory cards and a place to plug in headphones. The HDMI port can be used to show the laptop screen on an external monitor. This is helpful for people who are looking to save money.

We recommend bringing a backup battery or charger because your phone might be off for four hours after you use it. The battery of this machine does not last as long as advertised. It only lasts for 4-5 hours before I need to recharge it.

Frequently Asked Questions

Why should you consider the MacBook as a Data Scientist?

OS X is a better operating system than Windows because it can run more demanding software. Therefore, tools for data prototyping, testing and visualization work best on Macs. Some of these include the Power Query and the Power Pivot. They use datasets that we share.

Why a Multi-Core Processor is required for better data processing?

Modern R data tables are multi-thread and need fast processors to work. Processing tools, like Python and R, take advantage of the many cores in your computer to process data quickly.

Are Gaming laptops sufficient for Data Scientists?

The processing power of a laptop for a data scientist just depends on what they want to use it for. It's usually easy to build a data model using statistical libraries like Keras and Tensorflow if you have RAM. If you have powerful processors then it is also possible, but does not need as much RAM.

What is the role of GPU for a Data Scientist?

A powerful GPU is a requirement for when deep learning tools are being explored. You also need high-end graphics processing units for GPU-Modeling or neural networking.

What are the most important aspects to look for in a laptop for a professional data scientist?

The next requirement is increased storage space for an SSD. This will make it easier to access data. A professional would need to have a lot of RAM before they are able to input data. Most programs run by taking the data that is stored on your computer's hard drive, and if there is not enough RAM then it will be difficult for them to do their job. Processor speed is important. There are two speeds: the base and the turbo clocking frequency. This is for working on Azure.

Verdict

If you perform your data scientist work onsite, a powerful laptop is required. Data scientists are people who use technology to process data. They have to be really smart.

People will need more skills for jobs that involve data visualization, scripting, database management, and connections to the server.

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