"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.
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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…
