Please write a brief report listing the controls tested and the result of the test. You may express your opinion or thoughts on the findings. The goal is familiarize everyone with an Audit Report related to FISMA. I am looking for 500 to 600 words, using APA Style formatting. 100% original work and not plagiarized.  

Instructions:

For this week, I would like to have you read and analyze an Office of Inspector General (OIG) report. I picked the 2012 FISMA Audit report of the Department of Education. Please review the report attached.

The instructions are attached. Thank you!

 Chapter 6– discussion question #1-5 & exercise 4

When submitting work, be sure to include an APA cover page and include at least two APA formatted references (and APA in-text citations) to support the work this week.
All work must be original (not copied from any source).

Discussion questions:

1. What is deep learning? What can deep learning do that the traditional machine-learning method cannot? 

2. List and briefly explain different learning paradigms/ methods in AI. 

3. What is representation learning, and how does it relate to machine learning and deep learning? 

4. List and briefly describe the most commonly used ANN  activation functions. 

5. What is MLP, and how does it work? Explain the function  of summation and activation weights in MLP-type ANN 

Exercise 4:

 Cognitive computing has become a popular term to define and characterize the extent of the ability of machines/ computers to show “intelligent” behavior. Thanks to IBM Watson and its success on Jeopardy!, cognitive computing and cognitive analytics are now part of many real-world intelligent systems. In this exercise, identify at least three application cases where cognitive computing was used to solve complex real-world problems. Summarize  your findings in a professionally organized report 

Create a class named Person that holds the following fields: two String objects for the person’s first and last name and a LocalDate object for the person’s birthdate. Create a class named Couple that contains two Person objects. Create a class named Wedding for a wedding planner that includes the date of the wedding, the names of the Couple being married, and a String for the location. Provide constructors for each class that accept parameters for each field, and provide get methods for each field. Then write a program that creates two Wedding objects and in turn passes each to a method that displays all the details. Save the files as 

Person.java, Couple.java, Wedding.java, and TestWedding.java.

TOPIC: Benchmark – Sales Results Excel Spreadsheet and PowerPoint Presentation

The purpose of this assignment is to utilize Microsoft Excel and PowerPoint to create a business presentation.

Part 1

As a sales manager at Lopes Athletics Productions, you are required to report your sales numbers weekly and share them with the vice president of sales. Create an Excel spreadsheet that provides the following information.

1. Total sales for each type of video.
2. Total sales of all videos.
3. Percentage of total sales for each type of video.
4. A bar chart that summarizes the sales data.

The data needed for the spreadsheet is as follows. In all, you will need to create at least four columns; Video Type, Unit Price, Total Sales (for each type of video), and Percentage of Total Sales (for each type of video.

1. Pilates sold 156 videos at $29.99 each.
2. Step sold 392 videos at $14.99 each.
3. Weight Training sold 147 videos at $54.99 each.
4. Kickboxing sold 282 videos at $29.99 each.
5. Yoga sold 165 videos at $34.99 each. 

Add a second worksheet to your workbook. 

1. Insert a chart in a bar format linked to data on your first      worksheet.
2. This bar chart should reflect the total sales of each type of video.
3. Review the rubric to see how the spreadsheet will be assessed

Part 2

Create a PowerPoint presentation with a minimum of five slides based upon the Excel spreadsheet you created in Part 1 of this assignment.

Utilize the bar chart from the spreadsheet as a graphic element on at least one slide in the presentation. The presentation should summarize the following information for the vice president of sales:

1. Total sales for each type of video.
2. Total sales of all videos.
3. Percentage of total sales for each type of video.

In addition to the content, the presentation will be assessed on the following criteria:

1. Slide structure includes correct use of bullet points and the 6 x 6 rule.
2. Slide appearance includes consistent theme, text alignment, readable font, clear photos/charts.
3. Slide content is accurate, concise, and focused on a single topic.
4. Use of chart enhances the presentation and illustrates slide information.
5. Speaker notes are appropriate for explaining slide content and add details not presented on the slide.

Submit the PowerPoint presentation file. Do not submit any other file format, such as an Adobe PDF file, or you will not earn full credit.

General Requirements

Submit both the Excel spreadsheet file and the Microsoft PowerPoint presentation file. Do not submit any other file format, such as an Adobe PDF file, or you will not earn full credit.

APA style is not required, but solid academic writing is expected.

Benchmark Information

7.1:  Demonstrate computer literacy skills.

1.

What is an IT risk assessment’s goal or objective? 

2.

Why is it difficult to conduct a quantitative risk assessment for an IT infrastructure?

3.

What was your rationale in assigning a “1” risk impact/risk factor value of “Critical” to an

identified risk, threat, or vulnerability?

4.

After you had assigned the “1,” “2,” and “3” risk impact/risk factor values to the identified risks,

threats, and vulnerabilities, how did you prioritize the “1,” “2,” and “3” risk elements? What

would you say to executive management about your final recommended prioritization?

5.

Identify a risk-mitigation solution for each of the following risk factors:

a. User downloads and clicks on an unknown e-mail attachment 

b. Workstation OS has a known software vulnerability

c. Need to prevent eavesdropping on WLAN due to customer privacy data access

d. Weak ingress/egress traffic-filtering degrades performance

e. DoS/DDoS attack from the WAN/Internet

f. Remote access from home office

g. Production server corrupts database

Second job

this is continuation of HCI project 

Detailed discussion about the participants of the evaluation  – this may include any relevant characteristic (like the number of participant, what ages, gender split, education, proficiency level, etc.)  

• children 4 -6 yo
• male/female…even # of boys and girls
• schooling (preschool and kindergarten) / no school
• social & economic status
• previous technology exposure (have they used mobile devices before?)

Please respond with a minimum of 150 words to the peer discussion post below after reading the initial discussion first. 

Initial Discussion:

 Discuss the relationship between data redundancy and normalization. What are the consequences if databases are not normalized? What problems is normalization addressing? Why is normalization crucial for effective database design and development? 

Peer Discussion:

 Hello class,

Database normalization is described as the process of arranging a relational database’s columns (attributes) and tables (relations) to decrease data redundancy and enhance data integrity. The fundamental connection between the two is to eliminate redundancy and provide data accessibility.

It entails organizing attributes in tables based on attribute dependencies and ensuring that the relationships are appropriately enforced by database integrity requirements.

The implications of not normalizing a database are a lack of data integrity and massive data redundancy, which leads to no access to the database. The issue with normalizing addressing is that additional tables must be joined. This implies that by dividing your data into additional tables, we increase the number of tables that must be joined. Another issue is that tables contain codes rather than actual data: Instead of meaningful data, the repetitive data is kept as codes. As a result, the value must always be obtained from the lookup table. The main issue is that the data model is difficult to query upon. This indicates that the data model is designed for applications rather than ad hoc queries. Normalization is critical for database design and development since it allows for the creation of smaller databases. We will be able to lower the total size of the database by removing duplicate entries. By offering ->, it improves database speed. Narrow tables: Having more fine-tuned tables allows your tables to have fewer columns and fit more records per data page. It also results in fewer indexes per table, which means faster maintenance chores like index rebuilds. This makes the database appear nice and easy to use.

Applied Data Analytics Capstone

Project Report Instructions

The written report should include the following sections:

• Introduction (one to two pages)
• Data (two to three pages)
• Methods (one page)
• Analysis (two to five pages)
• Conclusion (one to two pages)
• Appendix (no limit)

It is for the same you did before for the covid-variants.csv and this is the final report

Finished & Paid For Closed