.Question 1Which Data Science category do you extract, transform, and load data?1 pointData VisualizationData ManagementData Integration and TransformationModel Building

Question 1Which Data Science category enables you to present data in the form of charts, plots, and maps?1 pointData VisualizationModel BuildingData ManagementData Integration and Transformation

Question 3Which Data Science category enables you to train the data and analyze patterns using suitable machine learning algorithms?1 pointData VisualizationModel BuildingModel DeploymentModel Monitoring and Assessment

Question 1Fill in the blank: The first stage of the data science methodology is ___________________.1 pointModelingData CollectionBusiness UnderstandingData Understandin

Question 3Which of the following terms refers to the collection, transformation, and organization of data in order to draw conclusions, make predictions, and drive informed decision-making?1 pointData analysisData elementsData insightData life cycle

b) Describe using the aid of a diagram the data science pipeline [6]c) Discuss the importance of data visualization and at least two (2) ways to pull it off easily [6]