Best Laptop For Data Analysis 2021

Let’s look at Best Laptop For Data Analysis and find out the one that fits your needs the best.

Best Laptop For Data Analysis


Data Analysis is all about improving the business and getting insights and generating reports and performing market analysis and improving the requirements for businesses. It all refers to the techniques of building and analyzing the data to enhance productivity and categorizing to look for various behavioral patterns. 

For this type of doing data analysis, you required the best laptop. So below, some of the best laptops are listed having the finest configuration and amazing design and look for the one who wishes to become a data scientist. 

Data Analysis is all about the processing of inspecting, clearing, and transforming the data and modeling them with discovering the useful information and informing about the conclusions and supports in decision-making.

Most Recommended specs for Data Analysis 

The most general motto for the Data Analysis is having “greater insights coming up with greater sets of data.” Unfortunately, that also calls for the bigger demands for any hardware resources. 0.

So, let’s get started to see what is a good configuration for the one who wishes to be a data scientist. 

1) RAM 

According to my experience, RAM is the most important thing that needs to be kept in mind when buying a laptop for Data Analysis as it is the biggest bottleneck for large databases. To speed up the magnitude when you are processing is in-the-memory or in the RAM. The ideal RAM for the laptops is 16 GB RAM, but sometimes it is not available on the laptops. You can always upgrade to cheap with $350 to 16 GB though. 

 But it is like a reminder to not go below 8 GB. 

2) SSD 

The second thing to be kept in mind is the hard drive. With an SSD you can make a great difference and a budget for the SSD is going to be like 2-3 times almost faster than any regular hard-drive. With a good SSD, you will be having your laptop running 4-5 times faster. In the newest laptops and a Macbook Pros, you have an NVMe SSD that can make your laptop go 17x faster. 

3) CPU

The power to process is always good and it is more likely to be bottlenecked either with the Storage Speed or by the RAM. There is no point in having a million calculations per second if the hard drive is serving only up to 1000 pieces of data every second. You should be resting your budget on modern CPUs rather than any necessary fast CPU as in today’s scenario all the CPUs are fast. Unlike the RAM or the storage, the CPU cannot be upgraded so with the money in your pockets trying to get the fastest one that you can afford. 

4) GPU 

If you ought to work with deep networks neutrally or just work on parallel computing NN, always grab the graphics card with as many CUDA cores or the shaders you can buy and afford. Always go for NVIDIA and AMD and nor for any Intel HD cards. 

5) Keyboard

With all the goodness of the computers, getting a super keyboard mentioning is always not possible. So, if you are happening and going to do typing then it is easy to get a keyboard externally and tracking ball and mouse. It is recommended to make sure that they are ergonomic. The configuration of RSI and tendonitis is very nasty. 

6) Display 

One going for the laptop, you should have a minimum display of 15 inches. You will be ending up hushing into the most powerful machines at some point where you can interfacing and the real state screen becomes so important. 

7) Ports 

With every configuration, then make sure your laptop has a thunderbolt port having USB of Type C so you can transfer the data from the external dr4iving the fast speeds at lightning. Most of the laptops have these kinds of ports so you can easily avoid getting cheap old laptops and get on the one automatically. 

Best Laptops for Data Analysis 

1. Acer Nitro 5

This is the most basic and pretty laptop for any type of Data Analysis and is ideal for the ones who are getting started with the Data Analysis and also for the students who are doing research or taking up any class of Data Analysis. 

It has the RAM sitting at 8 GB which is simply very statistical and setting the models for the small sets of data. 

The key feature of this laptop is :

  • Intel Core i5 9300H
  • 8GB RAM
  • GeForce GTX 1650 
  • 256 PCIe SSD 
  • 5 hours

2. Acer Aspire 5 

This one is best suited for the students and has codes for learning and one of the best cheap laptops for the data analysis. It will also be requiring an awesome battery life and portability. It is portable but a little expensive and has got an amazing battery life which is pretty too awesome. It also sports a full HD resolution that is a must thing if you are a newbie. This one is not bulky, unlike the other old Acer Aspire laptops. It is actually 1lb lighter. 

Key features of Acer Aspire 5 are :

  • Core i3-8100U 3.4GHz
  • 8GB RAM DDR4
  • Intel HD
  • 128GB PCIe NVMe SSD
  • 15″ IPS full HD 1080p
  • 3.97lb
  • Battery life up to 8 hours

3. MacBook Air 

It is one of the best choices for any data scientist to stick around the environment like UNX and also the MacBook Air is adequate for both the real Data Scientists and students. It ought to be most probably the user-friendly option for the ones who are getting into the field of Data Analysis. When you are using this terminal you can install the libraries and get the python work done easily with just a simple command. 

You will also be appreciating the portability on the MacBook Air can provide you are having more than 13 hours of battery life and 3lb. 

Features of MacBook Air are :

  • Intel Core i5 2.9GHz
  • Intel HD
  • 256GB SSD
  • 13″ 1440×900 TN
  • ~3lb
  • +13 hours


1) Is the 8GB RAM cool enough for data analysis?

Statistically, RAM sitting at 8 GB is enough. The models of MD and DL have small sets of data. Although the GPU definitely for anything is very simple. However, you can still run on larger data sets on different laptops and you always have the option to get it upgraded to 16 GB. 

2) What kind of laptops do data scientists use?

So, for data scientists, MacBook is a perfect choice. MacBook Pro 13 is the highly recommended laptop as it is a good transition between the light-weight Air. It is like a light computer that you can carry around in your backpack. 

3) Is i5 enough for machine learning?

For Data Analysis and deep and machine learning, you are going to need a good CPU because these kinds of information processing are huge. It is recommended to buy Intel i5 and i7 processors. They are good and hence not the most expensive. 

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