Best Laptop For Data Scientist in India 2021[Latest Top Pick]

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Best Laptop For Data Scientist in India 2021[Latest Top Pick]

Data is very important for any kind of business whether the business is big or small.

The data scientist plays a very important role to grow a business by analysing the data to know the current trend of the market.

This is very important to analyse the current need of the market and work in that direction to achieve the desired growth.

A powerful yet thin and slim laptop that is easy to commute and comes with a whole day battery life should be the perfect choice for such type of work.

Although most of the data analysis works done in the remote server, you just simply need a good internet that is connected with your data science laptop.

But in most cases, some data analysis software like Tableau for better data visualization, Workbench for SQL management, etc are used by the data scientist.

All these highly resource demanding software require a fast and powerful laptop.

In this article, we have listed some of the best laptops for data scientist which comes with the latest hardware configurations in 2021.

If you don’t have time to go through the whole article so you can figure out our recommended table.

All the laptops in this table are Newly launched and come with a very powerful hardware configuration and within your budget.

Editor Choice

Best Performer #1

Best Budget Laptop #2

MacBook pro With M1 Chip
Best Laptop For Data Scientist in India 2021[Latest Top Pick]
Asus Vivobook 10th Gen i7
Best Laptop For Data Scientist in India 2021[Latest Top Pick]

Acer Aspire 7 Rysen 5

Best Laptop For Data Scientist in India 2021[Latest Top Pick]
Apple M1 Chip With 8 Core CPU 

10th Gen Intel i7  6 Cores 12 Threads With Nvidia GTX 1650Ti 4GB GPU

AMD Ryzen 5 5500U Core 6 Treads 8 With Nvidia GTX 1650 4GB GPU

8Gb

DDR4 8GB Ram

DDR4 8GB Upgratable up to 32Gb

256GB And 512GB

256Gb NvMe SSD + 1 TB HDD

512 SSD

Metalic Body & Backlit Keyboard 

15.6 inch IPS Full HD Anti-Glare display with 250 nits with 120 Hz Refresh Rate With Backlit keyboard

15.6 Inch Full HD Anti-Glare DIsplay & Backlit keyboard

20 hours runtime

42W Up to 3 to 4 hours of runtime

48 Wh Battery with 4 to 5 hours Runtime

Weight- 1.4 kg

Weight- 2.14 kg

Weight- 2.2 kg

Best Laptop For Data Science Minimum System Requirement in 2021

 Processor

Best Laptop For Data Scientist in India 2021[Latest Top Pick] Now Intel 11th Gen processors are available in the market but they are too pricey and available in limited models.

Minimum Intel i5 10th Gen is good for your requirement but you should go with Intel i7 11th Gen Cpu for heavy data analysis. 

Ram

Best Laptop For Data Scientist in India 2021[Latest Top Pick]Minimum 8Gb DDR4 Ram with frequency 3200MHz is required. It would be better to go with 16Gb of Ram for better performance.

Storage

Best Laptop For Data Scientist in India 2021[Latest Top Pick]SSD is very common now. Simply at least 256 GB of SSD is mandatory but we love the combination of 256GB SSD + 1 TB HDD.

GPU

Best Laptop For Data Scientist in India 2021[Latest Top Pick]GPU is necessary for processing the graphics and visuals in a better way. Nvidia Cuda core architecture is well optimized for easy compilation of machine learning algorithm so at least 2GB of Dedicated Gpu is required but it would be better to have an Nvidia GTX 4GB GPU.

Best Laptop For Data Scientist Review And Buying Guide

1. Macbook Pro With M1 Chip 13 inch

4.6/5
macbook pro with m1 chip

Processor

M1 chip with 8 core 

Ram

8Gb 

Storage

256GB And 512GB

Display

13.3 inch Retina Display with 500 nits brightness

Graphics

8 core gpu and 16 core neural engine

Battery Backup

20 hours runtime

OS

Macos Big Sure

Weight

1.4 kg

Port

2 Thunderbolt USB Port 

Warranty

1 year 

If you are a data scientist than the latest MacBook Pro is the most intelligent choice for you due to these reasons:

The first thing that makes it the perfect choice for a data scientist is its Unix based OS.

The operating system is well optimized for delivering a powerful processing experience even most of the data analysis software is designed to perform better in Mac rather than a window laptop.

The remarkable battery life is just the best in the laptop industry and with the M1 chip, it is increased by 100% from the previous intel based Macbook model. 

The second thing is Its innovative M1 chip. The architecture of this M1 based CPU is properly optimized for machine learning

Overall new Macbook has all the required ingredients that can easily satisfy the need of your data analysis recipe and this is the best laptop for data analysis in 2021.

Pros

Cons

2. Asus Vivobook 10th Gen i7 with 4 Gb 1650ti GPU

4.4/5
Asus vivobook Intel i7 10th gen

Processor

10th Gen Intel i7  6 Cores 12 Threads

Clock Speed 

2.60 GHz (Base) – 5.00 GHz (Max)

Ram

8Gb DDR4 3200 MHz 

Storage

256Gb NvMe SSD + 1 TB HDD

Display

15.6 inch IPS Full HD Anti-Glare display with 250 nits with 120 Hz Refresh Rate

Graphics

Nvidia Gforce GTX 1650 Ti,4GB GDDR6

Battery Backup

42W Up to 3 to 4 hours of runtime
Other Features

 Finger Print Reader

OS

Window 10 Home 

Weight

2.14 kg

Port

2 x USB 2.0 ,1 x USB 3.2  1 x Type C , 1 x HDMI port, Card reader, Headphone jack port.

Warranty

1 year 

If someone looking for the best and powerful data science laptop that can help in data analysis and also in deep machine learning so Asus vivobook is one of the best laptops for you.

The laptop comes with Intel i7 10th Gen CPU with 8 Gb DDR4 and for better graphical data analysis it has a dedicated Nvidia GTX 1650 ti with GDDR6 4 Gb of memory.

you don’t have a limitation with the storage space as Vivobook comes with a combination of 256GB SDD+ 1TB HDD. This is another plus point if this laptop.

Its 15.6 inch Full Hd Anti-glare IPS display comes with 250 nits brightness that is good for indoor usage. 

Also, the laptop comes with a fingerprint scanner that also works very fast.

Under the budget of 70k, this is the best deal you can get that give you the best value for your money.

Pros

Cons

3. Lenovo IdeaPad Gaming 3 Ryzen 7 4800H

4.4/5
best laptop for data scientist in india

Processor

AMD Ryzen 7 Core 8 Treads 16

Clock Speed 

2.90 GHz (Base) – 4.20 GHz (Max)

Ram

8Gb DDR4 3200MHz (Ungradable Up to 16 GB)

Storage

 1TB HDD + 256GB NvMe SSD

Display

15.6 Inch IPS Full HD Anti-glare Display with 250 nits brighness

Graphics

NVIDIA GeForce GTX 1650 Ti GDDR6 4 GB

Battery Backup

45 Watts, Runtime 4 to 5 hours
Other Features

Backlit Keyboard.

OS

Window 10 Home 

Weight

2.2 kg

Port

2 x USB 3.2 , 1 x Type C , 1 x HDMI port

Warranty

1 year 

Most people have a misconception that only intel based laptops are best for data analysis but now AMD performs better than Intel in terms of price to performance segment.

AMD latest processors are designed in 7nm architecture that enhances the performance and also very power efficient. This is the best laptop for big data.

This is the newly launched laptop from Lenovo Ideapad. The laptop comes with the latest hardware configuration and provides better performance than Asus Vivobook.

The Ryzen 7 4800H with 8GB of Ram (upgradeable up to 32 Gb) and Nvidia GTX 1650 ti 4 Gb GPU together give the freedom to do anything productive without any limit.

The 15.6 inch Full Hd Anti-glare display comes with 250 nits brightness provide a better viewing angle and good for indoor usage.

A laptop for scientific computing requires more cores and more threads and by simply spending 3000 extra you will get better performance than Intel-based Asus Vivobook.

Pros

Cons

4. Lenovo Ideapad Gaming 3i Core i5 10th Gen

4.4/5
lenovo ideapad gaming 3i

Processor

Intel i5 10th Gen 7 Core 4 Treads 8

Clock Speed 

2.50 GHz (Base) – 4.50 GHz (Max)

Ram

8Gb DDR4 2933 MHz (Ungradable Up to 16 GB)

Storage

 1TB HDD + 256GB NvMe SSD

Display

15.6 Inch IPS Full HD Anti-glare Display with 250 nits brighness

Graphics

NVIDIA GeForce GTX 1650 GDDR6 4 GB

Battery Backup

45 Watts, Runtime 4 to 5 hours
Other Features

Backlit Keyboard.

OS

Window 10 Home 

Weight

2.2 kg

Port

2 x USB 3.1 , 1 x Type C , 1 x HDMI port

Warranty

1 year 

If your budget is around 65k then no other better option is available for you, expect Lenovo IdeaPad Gaming 3i.

All the laptops in this list come with the latest and up to date hardware configuration that is perfectly fit for your Data science requirements. 

After the Intel i7 based laptops recommendation, this laptop comes with 10th Gen Intel i5 Cpu with 8 Gb of upgradable Ram. The GPU is Nvidia GTX 1650 with 4 GB of VRAM.

We mainly focused on dedicated GPU based laptops in this article because some data analysis applications require a dedicated GPU.

Although the laptop comes with window 10 pre-installed still it can install Linux or Unix OS in dual boat mode.

Its Tactic keyboard with blue backlit is very good, and its dual fan and vent system keeps this machine cool while heavy usage.

The battery backup is average in almost all gaming laptops. You will get 2 to 3 hours of juice in a single charge.

Pros

Cons

5. Lenovo IdeaPad Gaming 3 AMD Ryzen 5 4600H

4.4/5
best laptop for data scientist in india

Processor

AMD Ryzen 5 4600H Core 6 Treads 12

Clock Speed 

3.00 GHz (Base) – 4.00 GHz (Max)

Ram

8Gb DDR4 3200MHz (Ungradable Up to 16 GB)

Storage

 1TB HDD + 256GB NvMe SSD

Display

15.6 Inch IPS Full HD Anti-glare Display with 250 nits brightness with 60 Hz Refresh Rate

Graphics

NVIDIA GeForce GTX 1650 GDDR6 4 GB

Battery Backup

45 Watts, Runtime 4 to 5 hours
Other Features

Backlit Keyboard.

OS

Window 10 Home 

Weight

2.2 kg

Port

2 x USB 3.2 , 1 x Type C , 1 x HDMI port

Warranty

1 year 

Lenovo Ideapad Intel i5 comes with only 4 core and 8 threads but Ryzen 5  based Lenovo Ideapad comes with 6 core and 12 threads.

There is a better option under the budget of 60000. Lenovo Ideapad Comes with Ryzen 4600H (6 core and 12 threads) with 8 Gb of Ram DDR4 3200MHz (Upgradable up to 16 Gb). 

The combination of 256GB SDD + 1 TB HDD is just amazing in this price range.  Nvidia GTX 1650 4 GB dedicated GPU memory for better graphics performance. 

All the other features are the same in both variants. 15.6 inch Full HD display is very common in this price segment. 

You can easily get 3 to 4 hours of battery backup in a single charge. The laptop comes with fast charging support so 1 hour of charging gives you 80% of juice that is amazing.

The performance is no doubt amazing with Ryzen 5 4600H and decent for a data scientist. This is a better varient than an Intel-based Laptop. 

Pros

Cons

6. Acer Aspire 7 Ryzen 5 Hexa Core 5500U

4.4/5
acer aspire 7 with ryzen 5500U

Processor

AMD Ryzen 5 5500U 6 Core And 8 Threads

Clock Speed 
Base 2.1 GHz Up to 4.0 GHz

Graphics

NVIDIA GeForce GTX 1650 with 4 GB DDR5

Ram

DDR4 8GB Upgratable up to 32Gb

Storage

512 GB SSD 

Display

15.6 inch Anti-Glare display with IPS Full HD

Battery Backup

48 Wh Battery with 4 to 5 hours Runtime

OS

Window 10, Home

Weight

2.2 kg

Port

1 x USB Type C, 1 x USB 2.0, 1 x USB 3.2 (1st Gen), 1 x USB (with Power-off Charging) 3.5 mm headphone jack

This is the best budget laptop for a data scientist.

If your budget is around 55000 and wants the best laptop for statistical analysis that comes with the latest hardware configuration with a dedicated GPU than Acer Aspire is the best choice for you.

The main highlight of this laptop is its processer. Ryzen 5 5500U is a 6 core and 12 thread processor that is powerful enough to handle all the heavy work without any lag.

The 8GB of Ram can be further upgradeable up to 32 GB that make it future proof. For Fast processing, it has a 512 GB SSD that hardly takes 10 sec to boot completely. 

To enhance its graphics performance a dedicated GPU from Nvidia is included that makes it perfect for all kind of works.

Full HD display with anti-glare feature produce good colours and best for indoor use. The battery performance is also good. You can get up to 4 to 5 hours of runtime in normal use. 

Overall this is the best Laptop for data scientist in India with all the required features at the price of 55k. 

Pros

Cons

7. Mi Notebook 14 Intel i5 10th Gen With 2 GB Nvidia GPU

4.4/5
mi notebook 14

Processor

Intel i5 10th Gen  Core 4 Treads 8

Clock Speed 

1.6 GHz (Base) – 4.2 GHz (Max)

Ram

 8GB DDR4-2666MHz

Storage

 SDD 512 Gb

Display

14 Inch IPS Full HD Anti-glare Display

Graphics

 Nvidia MX350 2GB GDDR5

Battery Backup

46W 6 to 7 hours runtime

OS

Window 10 Home + Office 360 1 month trial

Weight

1.5 kg

Port

2 x USB 3.1 , 1 x USB 2.1 , 1 x HDMI port, 1xUSB type C, headphone jack

Warranty

1 year 

This is the only laptop in this list that came with only a 2 GB Nvidia GPU, but still, it is better than those laptops that have only an integrated GPU.

If your budget is under 50000 and wants to buy an Intel-based laptop so you have only one option in this price range that is Mi Notebook.

The Laptop is thin and lightweight after the MacBook pro but others are gaming laptops with a decent graphics card, and processing power is also far better than this one.

It is very easy to carry it anywhere as its weight is only 1.5 kg.  We don’t go down from Intel i5 as it performs better in any kind of data analysis. 

The only drawback of this laptop is it Ram is not upgradable but still, 8 GB of ram is enough for a data scientist. 

On the other hand, all the above-listed laptops come with an upgradable ram. The laptop comes with 512Gb of fast SSD. 

Its display is also justified our requirement as it is a Full HD Anti-glare IPS display that is a standard in budget-oriented laptops and you don’t face any issue with that.

Pros

Cons

Best Laptop For Data Science In India (FAQ)

Q.1 How Much Ram Does A Data Scientist Need?

Now Ram cost is cheaper than any other component of the laptop and all the latest laptops come with at least 8 Gb of Ram.

The Size of the Ram is totally depended on how much data set you to want to process.

Use The Cloud Services

You can manage your work without any problem with smooth multitasking by using cloud service. You can simply load or create a reasonable amount of data into your system by using 8 Gb of Ram.

 Use Your Laptop Only

Here the size of the Ram is totally depended on the size of the data set that you want to create.

Is 8 GB ram is enough for data science?

A data set with 10k to 20k record sets can easily handle by a 4 Gb of Ram. The size of such kind of data is around 300MB. This is a small data set.

An 8 Gb Ram can handle 30 times the above mentioned data set. On the other hand, some statistics software like R and Python work great with 8 GB of ram, it would be better to have at least 16 Gb of memory. 

16 Gb of Ram (Perform Faster & Take Less Time)

With more memory, you can complete your data analysis work in less time.

Example: An algorithm with a large data set can complete the processing 80% faster with 16 GB of Ram than it gets completed in 8 GB of Ram. 16 GB of Ram is a must for the best computer for data analysis.

Q.2 Is Graphics Card Required For Data Science?

Data set is a combination of multiple things like it contain numbers, images, videos, etc. The best computer for data science must have a CUDA core architecture based dedicated GPU with at least 4 GB of VRAM.

Data is a collection of all these things so, for processing all type of data especially images and videos, you need a powerful GPU. 

Parallel processing requires the Graphics Processing Unit(GPU).  Some data analytic software demand GPU. 

Not every GPU perform great in this situation. In the market, AMD and Invidia launched their GPU and some budget-oriented laptops come with integrated GPU. 

Here a GPU with Cuda core perform the job well, which is only manufactured by Nvidia.  

All the laptop in this article come with 4 Gb of dedicated Nvidia GTX 1650 or 1650 TI GPU. They are come with decent amount of cuda core that is perfest for any king of data analysis.

Which application requires a  GPU?

Some data analysis software demands GPU to process images and videos fast. CPU is unable to process such kind of data.

Machine Learning & Deep Learning

Machine learning and deep learning software have libraries that utilize GPU to process data fast.

Most of the deep learning applications work on GPU and they are designed in such a manner that can not be handle by the CPU.

Specially CUDA core-based Nvidia GPU perform well in Machine learning and deep learning. 

What GPU to use for data science?

Simply the more CUDA core in a GPU the more performance you will get. all laptops in this article come with Nvidia GTX 1650 or 1650 Ti come with 800 to 900 CUDA cores that are enough for data analysis.

You can also go higher if your budget allows. It totally depends on the nature of the work and on your budget.

Which processor is best for a data scientist?

There are two players in the market that manufacture CPU:

  1. Intel 
  2. AMD

Intel is very popular for data science laptop but now AMD also introduces some CPUs which come with all the necessary instruction set required for data science.

Is Ryzen processor is best for data science?

Even in most cases, AMD processors provide the best value in terms of performance. AMD processors are cheaper than Intel but provide equal or some cases far better performance at less price.

For data science, a Ryzen 5 and Ryzen 7, 3rd or 4th Gen processor is the best value for money. The

Is i5 enough for data science?

Definitely, the Intel i5 10th or 11th gen processor is enough for data science. All the laptops in this article come with an intel i5 10th gen processor available in all the budget segments. 

Which is the best OS for data science?

Mac & Linux

Mac is very popular among data scientist. If you ever use a mac for programming so you know well that how it is easy to code o a MacBook than on a window based laptop.

The problem is MacBook is an expensive machine and most data scientist can’t afford it.

Mac is a Unix based system and Linux also provides the latest library support than a window laptop.

Window

A window machine requires more tweaks to run the code that’s not a problem with macOS or a best Linux based os for data science.

On the other hand, Microsoft Excel is a widely used software for data analysis. it performs well in the window and struggles a little bit in macos.

There are many advantages to using a window-based machine. 

A window machine provides better upgradable functionality than a mac based machine. You can buy a window based laptop with the same hardware configuration half of the price than Macbook.

Final Words On Best Laptop For Data Scientist in 2021

I hope this article is really helpful to you to figure out the right laptop for your data science learning. Our favourite one is Aser Aspire 7 that comes with the latest Ryzen 5500U processor that is powerful yet power efficient.

Under the budget of 55k, you won’t find a laptop that comes with the latest hardware and a dedicated 4 GB Nvidia GPU.

Our research team work hard to collect all the Newly launched laptops in 2021 and in 2020 that came with all the latest and upgradable hardware configurations.

All the laptops are totally valued for money and you can buy any one of them according to your need and budget and trust me you won’t disappoint letter.

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