What are the main data preprocessing steps? List and explain their importance in analytics.
Question:
What are the main data preprocessing steps? List and explain their importance in analytics.
Fantastic news! We've Found the answer you've been seeking!
Step by Step Answer:
Answer rating: 50% (6 reviews)
Data preprocessing is a crucial step in the data analysis and machine learning pipeline It involves cleaning transforming and organizing raw data into a format suitable for analysis or modeling The ma...View the full answer
Answered By
Krishnavendra Y
I am a self motivated financial professional knowledgeable in; preparation of financial reports, reconciling and managing accounts, maintaining cash flows, budgets, among other financial reports. I possess strong analytical skills with high attention to detail and accuracy. I am able to act quickly and effectively when dealing with challenging situations. I have the ability to form positive relationships with colleagues and I believe that team work is great key to performance. I always deliver quality, detailed, original (0% plagiarism), well-researched and critically analyzed papers.
5.00+
4+ Reviews
10+ Question Solved
Related Book For
Analytics Data Science And Artificial Intelligence Systems For Decision Support
ISBN: 9781292341552
11th Global Edition
Authors: Ramesh Sharda, Dursun Delen, Efraim Turban
Question Posted:
Students also viewed these Business questions
-
What are the main data preprocessing steps? Briefly describe each step and provide relevant examples.
-
Planning is one of the most important management functions in any business. A front office managers first step in planning should involve determine the departments goals. Planning also includes...
-
What are the main data mining application areas? Discuss the commonalities of these areas that make them a prospect for data mining studies.
-
Avid Corporation manufactures a sophisticated controller that is compatible with a variety of gaming consoles. Excluding rework costs, the cost of manufacturing one controller is $ 220. This consists...
-
Compare and contrast outcome analysis, technology analysis, and activity elimination. What general contribution do these strategies play in determining requirements?
-
Describe the integration of social software in BI applications
-
Identify and explain the importance of the three dates relevant to corporate dividends. AppendixLO1
-
Ace Racket Company manufactures two types of tennis rackets, the Junior and Pro Striker models. The production budget for July for the two rackets is as follows: Junior Pro Striker Production budget...
-
Total fixed costs for Pinky & Brain Incorporated are 587.000 Total costs, including both fixed and variable, are $205,000 i 271,000 units are produced. The tota 276,000 units would be (Round...
-
You, CPA, work as a consultant on various engagements. Your client, Over The Edge Ltd. (OTE), has grown from a small custom snowboard manufacturer servicing the local market to a multinational...
-
What does it mean to clean/scrub the data? What activities are performed in this phase?
-
What is time series? What are the main forecasting techniques for time-series data?
-
The YTM on a bond is the interest rate you earn on your investment if interest rates dont change. If you actually sell the bond before it matures, your realized return is known as the holding period...
-
Your introduction needs to include the following. o Include a clear definition of unemployment and inflation and how and why they occur and rise in the economy. o Briefly provide your understanding...
-
Questions: 1. What strategies can be employed to foster a sense of inclusion and belonging within teams, and what are the potential benefits of doing so? 2. How can a team be successful? 3. What is...
-
Critical reflection involves closely examining events and experiences from different perspectives to inform future practice. In a few paragraphs, explain - Why educators should regularly reflect on...
-
What resources does the school or school district provide to teachers to promote diversity, equity, and inclusion? What are some of the strengths and shortcomings of the school's policies on...
-
Select FOUR companies listed on the UK Stock Exchange. Chose two companies from one industry sector and two other companies from another industry sector. By using the most recent three years'...
-
Mila Ltd.'s ending inventory at December 31, 2011, was understated by $5,000. Assuming that this error is not detected, what effect will it have on (a) 2011 profit before income tax, (b) 2011...
-
Let X be a random variable taking on values a1, a2, . . . , pr with probabilities p1, p2, . . . , pr and with E(X) = μ. Define the spread of X as follows: This, like the standard deviation, is a...
-
Find information about Yammer (a Microsoft company). Why is it considered a social collaboration tool? Why is it popular? Write a report.
-
Debate the issue of the quality of crowdsourcing results. Start by viewing youtube.com/ watch?v=JJHAHQmiI3c.
-
Enter MIT Center for CI and review some of its recent activities. Write a report.
-
Read the following and then answer the questions below:September 12: A Brisbane business offers by letter to sell 500 tyres to a New Zealand company. The Brisbane company does not specify a method of...
-
Fred returns home from work one day to discover his house surrounded by police. His wife is being held hostage and threatened by her captor. Fred pleads with the police to rescue her and offers...
-
Would like you to revisit one of these. Consideration must be clear and measurable.if you can't measure it then how can you show it has / has not been done?How can you sue someone for breach of...
Study smarter with the SolutionInn App