Friday, 24 August 2018

Masters in Data Science Prerequisites




















Data Science Grad Programs



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Data – Bits of Information

Data Science – Study of Data.
It involves creating algorithms and models to extract knowledge from data.

Data Analytics – Analysis of Data
Used for solving problems and decision making.

Big  Data – Deals with large amounts of Data.


Career Opportunities for Data Scientists

Business Intelligence Specialist
Chief Data Officer
Computer Scientist
Data Analyst
Data Engineer
Economist Research Analyst
Enterprise Data Manager
Health Insurance Analyst
IT Specialist
Management and Program Analyst
Mathematical Analyst
Operations Research Analyst
Policy Advisor
Procurement Analyst
Public Health Analyst
Research Analyst
Social Science Analyst

Skills required

Programming

Knowledge of languages such as, C/C++, Perl, JavaScript, SQL, Python etc.
Identifying right  tools for problem solving

Statistical ability

Capable of performing complex statistical analysis on
Classification
 Data Structures and Database Management
Datasets
Exploratory Data Analysis and Visualization
 Imputation
Regression, etc.

Analytical Thinking

Analytical thinking allows data scientists to approach problems analytically, creatively and adopt innovative solutions.


Domain knowledge

Most positions require sector-specific domain knowledge.

Agriculture, Climate, Consumer, Ecosystems, Education, Energy, Finance, Health, Local Government, Manufacturing, Services Maritime Ocean, Public Safety, Science & Research etc.

Top Universities  in USA
Masters (MS) in Data Science  

Carnegie Mellon University
Indiana University
New York University
Stanford University
UC Berkeley
University of Massachusetts
University of Southern California
University of Virginia

In India

IIM – Bangalore
IIM – Calcutta
IIT – Kharagpur

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