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The "modeling" stage in the data analysis process refers to the application of statistical, machine learning, or other analytical methods to make predictions or discover patterns in the data. During this phase, analysts typically build models using the cleaned and transformed data, applying techniques like regression analysis, clustering, or decision trees to extract insights or predict future trends. The goal of modeling is to provide actionable insights based on data patterns, which can guide business decisions or strategies. This stage is crucial for developing predictive analytics models or understanding correlations in the data. Option A (To clean and preprocess raw data) is incorrect because cleaning and preprocessing are part of the earlier stages of data analysis. Option B (To visualize the data through charts and graphs) is important for communication but occurs after modeling, not during the modeling phase. Option D (To create dashboards for reporting) is part of the later steps in the data analysis process, primarily after the modeling and interpretation of results. Option E (To gather data from various sources) is part of the "data collection" phase, which happens before modeling.
Select the option that is related to the third term in the same way as the second term is related to the first term.
DFB : GHC :: LNJ : ?
Four letter-clusters have been given out of which three are alike in some manner and one is different. Select the letter-cluster that is different.Â
Select the correct option that indicates the arrangement of the given words in the order in which they appear in an English dictionary.
1. Grasp<...
‘A # B’ means ‘A is the brother of B’.
‘A @ B’ means ‘A is the daughter of B’.
‘A & B’ means ‘A is the husband of Bâ...
The position of how many alphabets will remain unchanged if each of the alphabets in the word ‘MANGROVE’ is arranged in alphabetical order from left...
Arrange the following in the English alphabetical order:
(i) Exploration
(ii) Exploitative
(iii) Exploratory
(iv) ExploitationÂ
WATER : RVOZM :: BOTTLE : ?
Select the correct combination of mathematical signs that can sequentially replace the '$' signs and balance the equation.
180 $ 9 $ 6 ...
How many pairs of letters are there in the word ‘FARMHOUSE’ each of which have as many letters between them (both forward and backward direction) in...
In a certain code language, SAFETY is written as 21 – 3 – 8 – 7 – 22 – 27. How will FRIEND be written in that code language?
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