With the help of Data Mining Manufacturers can predict wearand tear of production assets. They can anticipatemaintenance which helps them reduce them to minimizedowntime.

Question 7A data professional at a manufacturing company is tasked with identifying which machines are most likely to need repairs. In the analyze phase of the data analysis process, what activities might this involve? Select all that apply.1 pointPrepare a report for the stakeholdersGet input from colleagues on the data team Format the data to filter for machines that need the most maintenanceOrganize a dataset by machine type and performance levels

In data mining, this is a technique used to predict future behavior and anticipate the consequences of change.Question 24Answera.Predictive modelingb.Phase changec.Disaster recoveryd.Predictive technology

Suppose that you are employed as a data mining consultant for an Internet search engine company. Describe how data mining can help the company by giving specific examples of how techniques, such as clustering, classification, association rule mining, and anomaly detection can be applied. Discuss whether or not each of the following activities is a data mining task. Dividing the customers of a company according to their gender. Dividing the customers of a company according to their profitability. Computing the total sales of a company. Sorting a student database based on student identification numbers. Predicting the outcomes of tossing a (fair) pair of dice. Predicting the future stock price of a company using historical records. Monitoring the heart rate of a patient for abnormalities. Monitoring seismic waves for earthquake activities. Extracting the frequencies of a sound wave. For each of the following data sets, explain whether or not data privacy is an important issue. Census data collected from 1900-1950. IP addresses and visit times of Web users who visit your Website. Images from Earth-orbiting satellites. Names and addresses of people from the telephone book. Names and email addresses collected from the Web.

Fill in the blank: A high-tech manufacturer acquires data from an outside consumer tech association database and its own documentation about product features and pricing. This work occurs during the _____ phase of the data life cycle.1 pointdestroymanagecaptureanalyze

Practices that use artificial intelligence to reduce defects, shorten downtimes, and facilitate transitions are called manufacturing.