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- Please select two machine learning classifiers (it can be your two favorites) to predict if a patient has diabetes by following the steps below (you may use Jupyter notebook): 1. download the data using this link: https://www.kaggle.com/datasets/uciml/pima-indians-diabetes-database 2. you need to import all the necessary libraries 3. you need to read the data( you may use Pandas) 4. you will have to perform some feature engineering to replace zero values for features such as glucose, blood pressure and skin thickness, only if these are not alredy presented in the dataset 5. you need to split the data in training sets and testing sets 6. you need to create classifiers models and then train those models on the train set 7. you also need to use the models to predict on the test set 8. you need to report the accuracy of the models by using the accuracy score and confusion matrix 9. if you can please show some visualization like graphs for the accuracy, confusion matrix and the loss and…37. Which options are more flexible at storing data than a spreadsheet? A. database B. data warehouse C. CSV (comma separated values) Select an answer: A and C A, B, and C B and C A and B 38. An annual review of total compensation shows one total in the payroll database and a different total in the HR software. What should be your next step? Select an answer: Report using only the payroll database data. Append the data from both the payroll and HR software data. Report using only the HR software data. Determine which system has the accurate value for total compensation (system of record). 39. When profiling a dataset for the first time, you note that a row is blank in the first column. What should be your first action? Select an answer: Keep the row. Delete the row. Confirm the row is empty. Promote the headers. 40. Which process includes determining the volume of data, identifying basic information of the different field values, and uncovering basic transformation requirements…Power BI is Question 47 options: a) is a presentation product developed by Apple to compete with Microsoft's Tableau application b) is an XL based presentation tool extending the features of Google Analytics c) a business intelligence tool originally developed by the power industry and adopted by main stream business analytics d) a business intelligence solution that allows you to share interactive presentation and queries of data from multiple sources.
- Excel Data Analysis Problem1. Create a spreadsheet in Excel with the following labels and data:2. Apply currency format with 0 decimal places to cells B3:D6.3. Apply bold formating to labels in Row 2 and Column A.4. In cell E2 type Total.5. In cell F2 type Goal.6. In cell G2 type Bonus.7. Merge and Center the contents of cell A1 in A1:G1. Bold the text and increase the fontsize to 16.8. Select cells B2:G2 and center (bold any headings if necessary).9. In cell E3 enter a formula that adds up the sales for the three months. Increase thewidth of column E if necessary. Point to the fill handle of E3 and drag down to E6 tocopy the formula down for each store.10. In cells F3:F6 type 250000, 150000, 200000, & 250000. Apply currency style with 0decimal places and increase the column width if necessary.11. In cell G3 enter an IF function that compares the first quarter total sales for Store 1 to itsgoal and displays 10% of the total sales if the store made or surpassed their goal and 0 ifit…4. What is type of prototyping is used especially for developing Web applications? Select One Evolutionary prototyping Extreme prototyping Incremental prototyping Throwaway Prototyping 5. Which is a simple file that describes the way the data is arranged in a database? Select One data dictionary entity relationship diagram Structured Query Language all of the above 6. What is a method widely used in software engineering that represents a system as a collection of objects that interact with one another? Select One Object-Oriented Planning CASE tools Object-Oriented Analysis and Design all of the abovewhich statement best describes data visualization? a. data visualization was created to help accessibility issues b. data visualization is one way we share the story c. data visualization helps users understand a UML diagram d. data visualization is the way we input data into tables
- hello please build own database around 50 contacts of non profits with our findings regarding area assigned and causes. Try to do it on excel. Data base on (Ireland-Generic/US-Hispanic)25. What is a Table View?26. What is a Table View Controller?27. What is Navigation Controller?28. Difference between action and outlet?29. What is a story board? Can one app have Multiples?30. Illistrate an example of Data source vs Delegate?31. NSMangedObjects NSMangedObjectContext NSPersistanceStoreCoordinatorEntities Atributes Relations nsfetchRequest nsfetchResultController32. Illustrate an example of entities with a relation of many to many.34 In excel,Statistical calculations and preparation of tables and graphs can be done using. Select one: a. Power Point b. Excel c. Adobe Photoshop d. Notepad
- Which of the following best explains the difference between data and information? A) Information needs to be processed to be useful, but data is useful without being processed. B) Data is created from the transformation of information. C) Data is more structured and organized than information. D) Information is more structured and organized than data.What traits distinguish unstructured data from structured data? A: Rows and columns are used to store it. B: A data model is not followed. C: Copying and pasting are not permitted. D: Business applications can query and get it with ease.Application Case 8.2: Rockwell Automation Monitors Expensive Oil and Gas Exploration Assets 2. Does this application fit the three V’s of Big Data (volume, variety, velocity)? Why or why not?