Start learning 50% faster. Sign in now
Get Started with ixamBee
Start learning 50% faster. Sign in nowExploratory Data Analysis (EDA) is a foundational step in data analysis that enables analysts to uncover the structure, patterns, and relationships within the data. Through visualizations and descriptive statistics, EDA provides insights into the distribution of data, potential outliers, and correlations between variables. These insights are critical for determining the appropriate analysis approach or modeling technique. By examining data comprehensively, EDA facilitates hypothesis formation and guides subsequent data preprocessing, feature engineering, and model selection, enhancing the reliability of analytical outcomes. The other options are incorrect because: • Option 1 is incorrect as EDA does not predict outcomes; rather, it helps prepare and understand data for predictive modeling. • Option 2 is inaccurate since EDA supports data cleaning but does not automate it fully. • Option 4 is incorrect; EDA may reveal insights that prompt feature engineering. • Option 5 confuses EDA with data transformation processes like encoding categorical variables.
Which country’s new President, Prabowo Subianto, is expected to be India’s chief guest for Republic Day 2025?
The Government of India has approved a plan to establish ______ new multipurpose Primary Agricultural Credit Societies (PACS) / dairy / fishery primary ...
Which organization recently entered into a 3-year partnership with the Ministry of Education and Ministry of Skill Development & Entrepreneurship in Ind...
Which river in Jammu & Kashmir is not included in the MoU between IWAI and the UT government for navigation infrastructure?
Which of the following states/union territories is NOT included in the list of areas where the new FM transmitters have been installed by Prime Minister...
Who has written the book- " Braving A Viral Storm: India’s Covid-19 Vaccine Story"?
Who is the chairperson of the National Statistical Office?
In the Asia-Pacific region, what is the expected annual capital damage by 2070 due to extreme weather events such as floods and storms?
In which Indian state has the government recently formed a 'Rhino Task Force' with the aim of reintroducing rhinos in the Valmiki Tiger Reserve (VTR) an...