4. Statistical and Regression Analysis of the Data Scientists Salary In India What kind of factors influence the salary of a data scientist? The study also says that in the world of analytics, Mumbai is the highest paymaster at almost 13.3 Lakhs per annum, followed by Bengaluru at 12.5 Lakhs. The industry of the data scientist can also influence the salary. The Telecom industry pays the highest median salaries to its analytics professionals at 18.6 Lakhs. What are you waiting for, solve the problem by predicting how much a data scientist or analytics professional will be paid by analysing the data given? Search the data and have a brainstorming session regarding the dataset, identify the Aims and objective, set the hypotheses and perform detailed statistical analysis containing hypotheses testing and regression analysis. (You may see project no. 1 for ideas). You may use Excel/Python/R/MATLAB/SPSS/MiniTab wherever required.

A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
Section: Chapter Questions
Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
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4. Statistical and Regression Analysis of the Data Scientists Salary In India
What kind of factors influence the salary of a data scientist? The study also says that in
the world of analytics, Mumbai is the highest paymaster at almost 13.3 Lakhs per
annum, followed by Bengaluru at 12.5 Lakhs. The industry of the data scientist can also
influence the salary. The Telecom industry pays the highest median salaries to its
analytics professionals at 18.6 Lakhs. What are you waiting for, solve the problem by
predicting how much a data scientist or analytics professional will be paid by analysing
the data given?
Search the data and have a brainstorming session regarding the dataset, identify the
Aims and objective, set the hypotheses and perform detailed statistical analysis
containing hypotheses testing and regression analysis. (You may see project no. 1 for
ideas).
You may use Excel/Python/R/MATLAB/SPSS/MiniTab wherever required.
Transcribed Image Text:4. Statistical and Regression Analysis of the Data Scientists Salary In India What kind of factors influence the salary of a data scientist? The study also says that in the world of analytics, Mumbai is the highest paymaster at almost 13.3 Lakhs per annum, followed by Bengaluru at 12.5 Lakhs. The industry of the data scientist can also influence the salary. The Telecom industry pays the highest median salaries to its analytics professionals at 18.6 Lakhs. What are you waiting for, solve the problem by predicting how much a data scientist or analytics professional will be paid by analysing the data given? Search the data and have a brainstorming session regarding the dataset, identify the Aims and objective, set the hypotheses and perform detailed statistical analysis containing hypotheses testing and regression analysis. (You may see project no. 1 for ideas). You may use Excel/Python/R/MATLAB/SPSS/MiniTab wherever required.
AIM AND OBJECTIVE OF STUDY:
(i)
To know if road accidents in India are gender based, that is, do female road
users fall victim of road accidents than their male counterparts.
To equally know if road accidents in India are age based.
To ascertain if there is a statistically significant relationship between
educational background and road accidents in India.
To know if record of road accidents in India has increased or not.
(ii)
(iii)
(iv)
(v)
(vi)
To know the state wise accidents
To find the appropriate linear relationship between the number and accidents
and different parameters
POSSIBLE RESEARCH HYPOTHESES:
HYРОТНESIS 1
H0: There is no significant relationship between age and road accidents in India
H1: There is significant relationship between age and road accidents in India
HYPOTHESIS 2
HO: There is no significant relationship between educational background and road
accidents in India
Hl: There is significant relationship between educational background and road
accidents in India
HYPOTHESIS 3
H0: there is no significant relationship between gender and road accidents in India.
H1: there is significant relationship between gender and road accidents in India.
HYPOTHESIS 4,5,6 and so on
Transcribed Image Text:AIM AND OBJECTIVE OF STUDY: (i) To know if road accidents in India are gender based, that is, do female road users fall victim of road accidents than their male counterparts. To equally know if road accidents in India are age based. To ascertain if there is a statistically significant relationship between educational background and road accidents in India. To know if record of road accidents in India has increased or not. (ii) (iii) (iv) (v) (vi) To know the state wise accidents To find the appropriate linear relationship between the number and accidents and different parameters POSSIBLE RESEARCH HYPOTHESES: HYРОТНESIS 1 H0: There is no significant relationship between age and road accidents in India H1: There is significant relationship between age and road accidents in India HYPOTHESIS 2 HO: There is no significant relationship between educational background and road accidents in India Hl: There is significant relationship between educational background and road accidents in India HYPOTHESIS 3 H0: there is no significant relationship between gender and road accidents in India. H1: there is significant relationship between gender and road accidents in India. HYPOTHESIS 4,5,6 and so on
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