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"Data Science" VS "Data Analytics" VS “BIG Data”

Latest reply: Dec 18, 2021 16:29:35 1367 36 9 0 0

"Data Science" VS "Data Analytics" VS “BIG Data”


The world is generating data at a higher rate,and so the need for "Data Science" & "Data Analytics" tools increases to analyze and manage this "Big Data".

data science makes use of the machine learning algorithms to design and develop statistical models to generate knowledge from the pile of big data. 


Big Data vs data science vs data analytics




WHAT IS DATA SCIENCE?


Data Science is a field that deals with vast volumes of data using modern tools and techniques,that refers to the collective processes, theories, concepts, tools and technologies that enable the review, analysis and extraction of valuable knowledge and information from raw data.


Application Areas:


1. Digital advertisements

2. Internet Research

3. Recommender System

4. Image/Speech Recognition

 

Tools and languages:


1. Python

2. SAS

3. SQL




WHAT IS DATA ANALYTICS?


Data analytics is the science of analyzing raw data in order to make conclusions about that information. The techniques and processes of data analytics have been automated into mechanical processes and algorithms that work over raw data for human consumption. Data analytics help a business optimize its performance.


Application Areas

 

1. Gaming

2. Travel

3. Energy Management

4. Healthcare


Tools & Languages


1. R 

2. Tableau Public 

3. Apache Spark





WHAT IS BIG DATA?


Big Data refers to huge amounts of structured or unstructured data that organizations can potentially mine & analyze for business gains.


Application Areas:


1. Communication

2. Retail

3. Financial services

4. Education


Language and Tools:


1. Hadoop 

2. NoSQL

3. Hive



 That is a brief summary of these terms ,each is individually important, but also dependent on one another.Data analytics is more specific and concentrated than data science. Data analytics focuses more on viewing the historical data in context while data science focuses more on machine learning and predictive modeling.On the other hand, data analytics involves a few different branches of broader statistics and analysis but according to the statistics Data Scientist is the highest paid annual salary among these three….


Share your views,any differences or similarities among them which u find important… 






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Alexxxx
Admin Created Apr 23, 2021 01:27:33

thanks for sharing, it's helpful and understandable. as a data analyst with a little knowledge of machine learing and data mining, I feel that all these data subjects are actually correlative, exerting their effects to help people observe the society, make commercial determinations and find tactics and stratagies. science and technology promote the development of human society. study hard, stay hungry, stay foolish. "Data Science" VS "Data Analytics" VS “BIG Data”-3900231-1
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MahMush
MahMush Created Apr 23, 2021 06:28:38 (0) (0)
Thank you so much for sharing your valuable knowledge ...  
MahMush
MahMush Created May 8, 2021 09:08:46 (0) (0)
Exactly what I observed that data analytics has hus importance and need of time because of growing online businesses in the time of covid crisis, ones who give due importance to the data analysis they can perform alot better in every market  
zaheernew
MVE Author Created Apr 23, 2021 05:07:05

"Data Science" VS "Data Analytics" VS “BIG Data”-3900539-1
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Irshadhussain
Irshadhussain Created Apr 23, 2021 18:39:36 (0) (0)
 
user_3981775
Created Apr 23, 2021 15:41:37

Really informative...easy explanation..
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Irshadhussain
Irshadhussain Created Apr 23, 2021 18:39:43 (0) (0)
 
MahMush
MahMush Created Apr 23, 2021 20:59:15 (0) (0)
Glad you liked it  
MahMush
MahMush Created May 9, 2021 20:41:53 (0) (0)
These terms are usually misinterpreted to b same.. But actually they are interrelated to each other  
Unicef
MVE Created Apr 23, 2021 16:44:52

COOL
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MahMush
MahMush Created Apr 23, 2021 21:04:36 (0) (0)
 
shakeela
Created Apr 23, 2021 18:36:03

Thanks for sharing
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MahMush
MahMush Created Apr 23, 2021 21:05:21 (0) (0)
Thank you  
shakeela
Created Apr 23, 2021 18:36:09

"Data Science" VS "Data Analytics" VS “BIG Data”-3902373-1
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Irshadhussain
Created Apr 23, 2021 18:38:57

nice
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Irshadhussain
Created Apr 23, 2021 18:39:08

Keep it up
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MahMush
MahMush Created Apr 25, 2021 21:21:41 (0) (0)
Thanks. Glad yo like it  
Ayeshaali
Created Apr 23, 2021 18:40:47

Informative
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MahMush
MahMush Created Apr 24, 2021 21:44:09 (0) (0)
Thanks for liking. Sharing is caring  
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