NOTE: **** post answers in separate documents for each Question ??????**** Please follow the instructions to

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.