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Explain the difference between data mining and data warehousing?

July 30, 2021
Christopher R. Teeple

NOTE: **** post answers in separate documents for each Question
**** Please follow the instructions to the point and pick relavant topics according to the subject
**** Follow APA7 format
Subject: Introduction to Data mining
Question 1: 300+ words (APA format & latest scholarly journal article references 2016 on words)
Explain the difference between data mining and data warehousing?
Question 2: 2+ pages (APA format & latest scholarly journal article references 2016 on words)
Data Mining “Anomaly Detection” Assignment:
reply the following questions. Please ensure to use the Author, YYYY APA citations with any content brought into the assignment.
1. What are Anomalies/Outliers? And what are some variants of Anomaly/Outlier Detection Problems?
2. What are some Challenges and Work Assumptions of Anomaly Detection?
3. Explain the Nearest-Neighbor Based Approach and the different ways to Define Outliers.
4. Explain the Density-based: LOF Approach.
5. Provide the General Steps and Types of Anomaly Detection Schemes.
Subject: Security Architecture and Design
Question 3: 600+ words (APA format & latest scholarly journal article references 2016 on words)
In the following scenario you are the CISSO of a Major E-commerce Organization. The organization has decided to migrate their entire IT infrastructure and associated processes to the cloud. Considering the ecosystem of the cloud and the ever-present threats, you’ve been tasked to develop a secure implementation plan which includes the ability for threat modeling and simulations.

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