Adventure Works is considering automating its data ingestion process to accommodate a recent increase in data volume and variety. As a data analyst, you need to advise on this decision. What would you say are the benefits of automating data ingestion? 1 pointAutomating the process can enhance operational efficiency and reduce manual labor.Automating the process will eliminate the need for data governance and quality control measures.Automating the process will eliminate the need for data cleansing and preparation.Automating the process decreases the risk of data errors and inconsistencies.

Which of the following is an advantage of automated data processing?Answer areaIt eliminates all data errorsIt speeds up the data analysis processIt requires no human interventionIt reduces data variabilityReset AnswerPreviousNext

At Adventure Works, you need to extract, transform, and load data from various data sources to consolidate them into the company's data warehouse. What critical elements will you focus on during the Transform step of the Extract, Transform, Load (ETL) process? 1 pointPrioritizing real-time data ingestion over batch processing.Ensuring the transformed data is consistent, accurate, and complete.Implementing machine learning models for predictive analysis.Organizing file structure for data accessibility.

How does automating data collection and preparation processes affect the overall project time?1 pointAutomating data collection and preparation can reduce data preparation time by up to 50 percentAutomating data collection and preparation minimizes the need for data understandingAutomating data collection and preparation prolongs the data science project timelineAutomating data collection and preparation processes significantly reduces data collection

What is the main purpose of data ingestion?a.To collect raw data from various sourcesb.To delete data from the systemc.To slow down data processingd.To decrease data quality

The Adventure Works data analytics team evaluates the current data storage system for possible upgrades. You need to assess the system's scalability. What will you evaluate the system for?1 pointIts ability to store data in different formats.Its ability to handle changes in data volume.Its ability to integrate new data sources.Its ability to provide remote access to data.