in preparation for a neural network model, is data transformation generally needed? why or why not?

Answers

Answer 1

In general, data transformation is often needed in preparation for a neural network model. The main reason for this is that neural networks tend to work best with data that has been normalized.


One common data transformation technique is normalization, which involves scaling all of the input values to fall within a certain range (such as between 0 and 1). This can help to prevent certain input values from dominating the model and skewing the results. Another technique is feature scaling, which involves adjusting the range of values for each input feature to be comparable to the others.


Other types of data transformation may be used depending on the specific characteristics of the data and the goals of the model. For example, if the data has outliers or extreme values, it may be helpful to apply a transformation that reduces their impact on the model (such as truncating the values or using a logarithmic scale).

To know more about data transformation visit:-

https://brainly.com/question/31211954

#SPJ11


Related Questions

How do I access my GGC claw mail?

Answers

To access your GGC Claw Mail account, use the URL clawmail.ggc.edu. Visit GIL-Find in the GGC. In the top right corner, click My Account. Simply click the yellow column's "Sign In" button. The Log in as box should be clicked on GGC Students, Faculty & Staff.

What is GGC Claw Mail?

GGC uses Claw Mail as their email service for staff, students, and teachers. Claw Mail is accessible through Microsoft Office 365, which provides use of a number of collaborative and communication features like industry-standard email, calendar and schedule sharing, and integration with Microsoft Office applications.

The majority of new students get their first Claw Card at Grizzly Orientation. To get your Claw Card, you must show a picture ID that has been approved by the government. You can pick up your Claw Card from the Claw Card office if you didn't get it during Grizzly Orientation.

To know more about Mail, visit:

https://brainly.com/question/24688558

#SPJ4

Foreign Intelligence Entities seldom use elicitation to extract information from people who have access to classified or sensitive information. Foreign Intelligence Entities (FEI) seldom use the Internet or other communications including social networking services as a collection method.

Answers

The question statement is true i.e., foreign intelligence entities (FEI) seldom use the internet or other communications including social networking services as a collection method and also seldom use elicitation to extract information from people who have access to classified or sensitive information.

Elicitation is the technique of obtaining information by extracting it from a human source, often without them being aware that they are providing it. It can be conducted through casual conversation or more formal interrogation. FEI's use of elicitationFEI's seldom use elicitation to extract information from people who have access to classified or sensitive information. Elicitation is an expensive and time-consuming process that requires a significant investment of resources and personnel to complete effectively. FEI's are more likely to use other methods, such as cyberattacks or human intelligence (HUMINT) collection, to gather classified or sensitive information.FEI's use of the internet or social networking servicesFEI's seldom use the internet or other communications including social networking services as a collection method. This is due to the high risk of detection and the low yield of information gained from these methods. Instead, FEI's often use more traditional collection methods such as human intelligence (HUMINT), signals intelligence (SIGINT), and open-source intelligence (OSINT) to gather information.Thus, we can conclude that the given statement is true as FEI's seldom use the internet or other communications including social networking services as a collection method and also seldom use elicitation to extract information from people who have access to classified or sensitive information.

To know more about foreign intelligence visit:

https://brainly.com/question/32500376

#SPJ11

Final answer:

Foreign Intelligence Entities (FEIs) do use elicitation and online platforms for collecting classified or sensitive information. Elicitation appears as harmless conversations while Internet-based methods facilitate quick, expansive, and covert data accumulation.

Explanation:

Foreign Intelligence Entities (FEIs) are agencies or organizations that gather intelligence either by recruiting agents or through various forms of espionage. Despite how it might seem on the surface, FEIs often utilize elicitation tactics to gain valuable classified or sensitive information. Elicitation can involve seemingly innocent conversations or interviews that are designed to draw out answers from individuals who may unknowingly hold information of interest.

Furthermore, despite the strides in technology, it's not uncommon for FEIs to use the Internet, social platforms, and other communication methods as means for collection. These platforms provide expansive research, networking opportunities, and avenues of manipulation for FEIs seeking swift and discreet information gathering.

Learn more about Espionage Methods here:

https://brainly.com/question/34203237

Which action would best help a school improve equity for its students?
O A. Provide classes on economics and investing
O B. Focus interventions on the students with disabilities
O C. Make the classes easier so everyone can get an A
O D. Provide all students with what they need to be successful
SUBMIT

Answers

D, the first two focus on two specific aspects and the third wouldn’t help i’m the long run.

Use the pivot table to answer the question.
2. How many positions are there in the Media & Design department? (1 point)
Oone
Otwo
Othree
four

Answers

Three, positions are there in the media & design department. Thus, option (c) is correct.

What is media?

The term "media" refers to the medium of communication. The media is the fourth pillar of democracy. The media was used to communicate with numerous people. There were the different categories of the media, such as print media (newspapers, magazines), electronic media (radio and television), and digital media (social media).

According to the media house are the division of the department are the main department are the media & design department. This department are the based on the three positions such as functional, physical, and operational. It was the three position on the based.

As a result, the three, positions are there in the media & design department. Therefore, option (c) is correct.

Learn more about on media, here:

https://brainly.com/question/14047162

#SPJ1

1. when is it a good idea to use lossless compression

Answers

A lossless compression algorithm is useful only when we are more likely to compress certain types of files than others; then the algorithm could be designed to compress those types of data better. Thus, the main lesson from the argument is not that one risks big losses, but merely that one cannot always win.




Hope this helped please brainiest

1. Sunday Times wants an analysis of the demographic characteristics of its readers. The

Marketing department has collected reader survey records containing the age, gender, marital

status, and annual income of readers. Design an application (Flowchart) that accepts reader

data and, when data entry is complete, produces a count of readers by age groups as follows:

under 20, 20–29, 30–39, 40–49, and 50 and older. Hint: Refer to the program discussed in

class Figure 6-15




2. Create the logic (Flowchart) for a program that calculates and displays the amount of money

you would have if you invested R10000 at 4 percent simple interest for one year. Create a

separate method to do the calculation and return the result to be displayed.

The main program (Flowchart) should prompt the user for the amount of money and passes it

to the interest-calculating method. ​

Answers

Answer:

GIRL

Explanation:

DALAGANG FILIPINA

14 YEARS OLD

NEED FRIENDS

Discuss how the Internet has made our communication hypertextual, omnidirectional, and more interactive

Answers

Explanation:

The internet is a network of interconnected computers that share data and information, it is correct to say that the internet has made our communication hypertextual, omnidirectional and more interactive because it allows faster sending and receiving information, regardless of physical or local distance, which collaborates to make online communication an essential tool in the process of globalization and work, as there is greater interaction and ease to establish communication with other nations, which causes the reduction of geographical distances and allows the world to improve costly and time-consuming processes through a dynamic, inexpensive and easily accessible network for almost everyone in the world.

plzz help me with this question.........

Write a program to input a number find the sum of digits and the number of digits. Display the output

sample input - 7359
sample digits - 24
number of digits - 4​

Answers

Answer:

str = input("Enter a number: ")

sum = 0

for c in str:

   sum = sum + int(c)

print("Sample input - {}".format(str))

print("Sum of digits - {}".format(sum))

print("Number of digits - {}".format(len(str)))

Explanation:

That's python. Was that what you were looking for?

Answer Using Java :-

import java.util.*;

public class Digit

{

public static void main(String args[ ] )

{

Scanner in=new Scanner (System.in)

System.out.print("Enter a number: ");

int n = in.nextInt();

int sum = 0, count = 0;

while (n!=0)

{

int d = n % 10;

sum + = d;

count++;

n /= 10;

}

System.out.println("Sum of digits=" +sum);

System.out.println("Number of digits=" +count);

}

}

to test your systems against weak passwords, you as an admin (with proper permissions) test all the accounts using the top 100 commonly used passwords. what is this test an example of?

Answers

This test is an example of a password strength assessment.

The test where an admin with proper permissions checks all accounts against the top 100 commonly used passwords is known as a password strength assessment. This assessment aims to identify weak passwords that are vulnerable to brute force attacks. By conducting this test, admins can determine whether their systems have a strong password policy and ensure that users are following it. If weak passwords are found, the admin can take the necessary steps to ensure that passwords are changed and made more secure. Password strength assessments are essential in securing the system against unauthorized access and preventing data breaches.

In conclusion, a password strength assessment is an effective method of identifying weak passwords in the system. It is an essential security measure that should be conducted regularly to ensure that the system is secure against unauthorized access. By using the top 100 commonly used passwords, admins can determine whether their password policies are effective and take action to strengthen passwords and prevent data breaches.

To know more about password visit:
https://brainly.com/question/28114889
#SPJ11

Show the steps that a user can follow to do the following:Create a folder called MyData in his/her home directory Create a file called expenses.txt inside the MyData folder. What are the default file & directory permissions if the umask is 0024? (Explain your answer and show the calculations

Answers

To create a folder called MyData in your home directory and then create a file called expenses.txt inside the MyData folder, follow these steps:

Step 1: Open a Terminal window.

Step 2: To create a folder called MyData in your home directory, type the following command in the Terminal and press Enter:

```
mkdir ~/MyData
```

Step 3: To create a file called expenses.txt inside the MyData folder, type the following command in the Terminal and press Enter:

```
touch ~/MyData/expenses.txt
```
For example, to calculate the final permission value for a file with default permission 666 and umask 0024, use the following formula:

```
666 - 024 = 642
```

Similarly, to calculate the final permission value for a directory with default permission 777 and umask 0024, use the following formula:

```
777 - 024 = 753
```
So the final permission value for the directory will be 753.

To know more about directory visit :

https://brainly.com/question/3225517

#SPJ11

Which of the following is not generally considered as a measure of performing in queuing analysis?
(a) The average number waiting inline
(b) The average number waiting in the system
(c) The average utilization factor
(d) The cost of severs plus customer waiting cost
(e) The average service time

Answers

The measure of performing in queuing analysis that is not generally considered is (d) the cost of servers plus customer waiting cost.

In queuing analysis, various performance measures are used to evaluate the efficiency and effectiveness of a queuing system. These measures include the average number waiting in line, the average number waiting in the system, the average utilization factor, and the average service time. These measures provide insights into different aspects of the queuing system, such as the length of the queue, the overall system performance, and the resource utilization.

However, the cost of servers plus customer waiting cost is not typically considered as a direct measure of performance in queuing analysis. While costs associated with servers and customer waiting are important factors in assessing the overall economic impact of the queuing system, they are not commonly used as performance measures in the context of queuing analysis.

Option (d) is the correct answer.

You can learn more about queuing analysis at

https://brainly.com/question/16951478

#SPJ11

Kylee needs to ensure that if a particular client sends her an email while she is on vacation, the email is forwarded to a coworker for immediate handling. What should she do?

Configure a response for external senders.
Configure a response for internal senders.
Only send during a specific time range.
Configure an Automatic Reply Rule.

Answers

Answer: Configure a response for external senders.

Explanation:

Since Kylee wants to ensure that when a particular client sends her an email while she is on vacation, then the email will be forwarded to a coworker for immediate handling, then she should configure a response for external senders.

It should be noted that the response will not be configured for internal senders as it isn't from a co-worker but rather meant for a client. Therefore, the correct option is A.

Which type of chart or graph uses vertical bars to compare data? a Column chart b Line graph c Pie chart d Scatter chart

Answers

Answer:

Column Chart

Explanation:

What type of animation is used to move objects off of a slide?
A Elaborate
B Emphasis
CEntrance
D Exit

Answers

Answer:

I do not know 100% but i think it is the Exit which is letter D

Explanation:

Which of the following devices is NOT required to successfully implement teleconferencing?
Sensor
Modem
Speaker
Microphone

Answers

Answer: a. Sensor

Explanation: Modem= internet

Speaker= able to hear

microphone = to speak

Select the correct answer.
Which unit of program code takes inputs, performs operations on these inputs, and returns the outputs?
O A. statement
OB. variable
ОС.
constant
OD. function
Reset
Next

Answers

Answer:

The correct answer is: Option OD: function

Explanation:

Many programming languages use functions to make the coding simple and easy to understand. A function is like a small unit that takes input in the form of arguments or parameters, does the processing on the input and returns the output.

Hence,

The correct answer is: Option OD: function

Your programme coordinator asked you to create a database for your respective department at the university, you must populate a database and includea form, two queries, and a report

Answers

To create a database for your department at the university, you need to follow these steps: design the database structure, create a form, develop two queries, and generate a report.


1. Design the database structure: Identify the tables, fields, and relationships needed to store department information (e.g., students, courses, faculty, etc.).

2. Create a form: Design a user-friendly form to input and update data, such as adding new students or updating course information.

3. Develop two queries: Create two queries to retrieve specific data from the database (e.g., a list of students enrolled in a specific course or faculty members teaching a particular subject).

4. Generate a report: Design a report that presents the data from your queries in a well-organized and readable format.

By following these steps, you will have a functional and useful database for your department that includes a form, two queries, and a report.

To know more about database visit:

https://brainly.com/question/30634903

#SPJ11

Which of the following commands set "other" permissions on file to r-x?
A. chmod o=r+x file
B. chmod o=rx file
C. chmod o-r-w file
D. chmod o+rx file

Answers

Chmod o=rx file sets the "other" permissions of the file to read and execute. The correct answer is B.

The chmod command in Linux/Unix is used to change file or directory permissions. In this case, the o option refers to "other" permissions, which means the permissions for users other than the owner or group. The equals sign = sets the permissions to the specified value, and rx specifies read and execute permissions for "other" users.

Option A is incorrect because + adds permissions instead of setting them to a specific value. Option C removes permissions instead of setting them to a specific value. Option D adds read and execute permissions instead of setting them to a specific value.

The correct answer is B.

You can learn more about Linux/Unix at

https://brainly.com/question/29648132

#SPJ11

) a 3d array variable parrotimage exists that describes a color image. the array consists of three layers. complete the command to return all the entries in the first layer.

Answers

To return all the entries in the first layer of a 3D array variable named `parrotimage`, you need to use the following command:`parrotimage(:,:,1)`

A 3D array is an array of arrays of arrays. The 3D array `parrotimage` consists of three layers. The first layer is the layer containing red values, the second layer is the layer containing green values, and the third layer is the layer containing blue values.

The colon operator (`:`) is used to specify all the rows and columns of the 2D array that corresponds to the first layer of the `parrotimage` array. The number 1 in the third position specifies the first layer of the `parrotimage` array containing the red values, and therefore will return all the entries in the first layer.

You can learn more about variables at: brainly.com/question/15078630

#SPJ11

The RAM is a type of ____ a.Main Memory b.Secondary Memory c.Human Memory d.EPROM e.EEPROM

Answers

Answer:

b.Secondary Memory

Explanation:

it is where information is stored for a short period of time.

Hope it helps.

RAM is a primary memory... aka main memory because computer can't function without it

here's an excerpt from geeksforgeeks

Memory is the most essential element of a computing system because without it computer can’t perform simple tasks. Computer memory is of two basic type – Primary memory(RAM and ROM) and Secondary memory(hard drive,CD,etc.). Random Access Memory (RAM) is primary-volatile memory and Read Only Memory (ROM) is primary-non-volatile memory.

Complete a short written response to the following questions:


1. Identify two real-world examples of problems whose solutions do scale well.


2. Identify two real-world examples of problems whose solutions do not scale well.


3. Identify one problem that is so complex that there is no computational solution to feasibly solve the problem in a reasonable amount of time

Answers

Two real-world examples of problems whose solutions do scale well are:Search engines: Search engines like are able to return relevant results for queries on the internet quickly, even when dealing with massive amounts of data.

These companies have developed scalable algorithms and distributed systems to index and search billions of web pages efficiently.E-commerce: Online retailers like and have developed scalable platforms that can handle large volumes of traffic and transactions. These companies use distributed systems, load balancing, and caching to ensure that their websites remain responsive and available even during peak traffic times.Two real-world examples of problems whose solutions do not scale well are:Database joins: When working with large datasets, performing joins between tables in a database can become a bottleneck. As the number of records in the tables grows, the time required to perform the join can increase dramatically, making it difficult to retrieve the desired data in a reasonable amount of time.Rendering 3D graphics:

To learn more about Search engines click the link below:

brainly.com/question/15850530

#SPJ4


Stephen is slowing down as he approaches a red light. He is looking in his mirror to switch lanes and misjudges how close Keisha's car is, rear-ending her car. When
they get out and assess the damage, Keisha's bumper will need to be replaced. What type(s) of insurance could Stephen use to cover this accident? Explain.
Krisha had some discomfort in her neck at the time of the accident but thought it was minor and would go away. A week or so after the accident, Keisha finally goes
What t) of insurance could Keisha use to cover this accident?

Answers

The type of insurance that Stephen could use to cover this accident is known as liability coverage

What t) of insurance could Keisha use to cover this accident?

The insurance that Keisha could use to cover this accident is personal injury protection.

In the case above, The type of insurance that Stephen could use to cover this accident is known as liability coverage as damage was one to his property.

Learn more about Property Damage from

https://brainly.com/question/27587802

#SPJ1

EASY POINTS who is your favorite in family
1. mom
2. dad
3. sister
4. brother

Answers

Answer:

Thank you! And it would be my dad.

Explanation:

Mom and dad and sistrt………………………

help this poped up on my pc im on my laptop what does it mean HELP rC % M i \g e - A u t o M e r g e d - b a s e ~ 3 1 b f 3 8 5 6 a d 3 6 4 e 3 5 ~ a m d 6 4 ~ ~ 1 0 . 0 . 1 0 2 4 0 . 1 6 3 8 4 . c a t rC % M i c r o s o f t - W i n d o w s - C l i e n t - F e a t u r e s - P a c k a g e - A u t o M e r g e d - n e t ~ 3 1 b f 3 8 5 6 a d 3 6 4 e 3 5 ~ a m d 6 4 ~ ~ 1 0 . 0 . 1 0 2 4 0 . 1 6 3 8 4 . c

Answers

It means you need to get a new computer
The answer




Is


Uploaded



Down




Here

Mention five(5) businesses that needs computer to apperate.

Answers

Answer:

1. Accounting

2. software developing

3. Website designing

4. Online transaction

5. Advertising

In what way was the Ohio River Valley a factor in the French and Indian War? The Ohio River Valley was controlled by both France and Spain. The Ohio River Valley was near the coast and offered trade opportunities. The Ohio River Valley had good farmland and control over rivers. The Ohio River Valley was outside of territory claimed by the Europeans.

Answers

Answer:

The answer is "Option a".

Explanation:

In the given question the numbering of the choices is missing which can be defined as follows:

In the "French and Indian War", the Ohio River Valley was only an important location because England coved that main position as well as the conflict primarily happened. Even before War, its Franc controlled most of the United States and Canada, its Ohio river, which would have been the strategic place to preserve its dominance. The key way to travel was the rivers. The French wanted to keep merchants out of Massachusetts to regulate that native American market throughout the Ohio River Valley. That native American that resided there also required to also be their adversaries. He would have been to keep an Ohio River in power and having British people back.

In what way was the Ohio River Valley a factor in the French and Indian War? The Ohio River Valley was

The Ohio River Valley was controlled by both France and Spain.

What data type would you use for a decimal number?* ​

Answers

Answer:

numeric

Explanation:

The decimal data type is an exact numeric data type defined by its precision (total number of digits) and scale (number of digits to the right of the decimal point).

I hope this answers your question.

An algorithm is a guiding rule used to solve problems or make decisions. Please select the best answer from the choices provided T F

Answers

True. An algorithm can be defined as a step-by-step procedure or a set of rules designed to solve a specific problem or perform a particular task.

It serves as a guiding rule for problem-solving or decision-making processes. Algorithms are used in various fields, including computer science, mathematics, and even everyday life.

In computer science, algorithms are fundamental to programming and software development. They provide a systematic approach to solving complex problems by breaking them down into smaller, manageable steps.

Algorithms can range from simple and straightforward to highly complex, depending on the nature of the problem they aim to solve.

The importance of algorithms lies in their ability to provide a structured and efficient solution to a given problem. They help in achieving consistency, accuracy, and reproducibility in decision-making processes. Additionally, algorithms enable automation and optimization, allowing for faster and more reliable problem-solving.

It is essential to acknowledge and respect the originality and intellectual property of others when using algorithms developed by someone else. Proper citation and avoiding plagiarism are crucial to ensure the integrity of one's work and uphold ethical standards.

For more such questions on algorithm,click on

https://brainly.com/question/29927475

#SPJ8

1-DESIGN TAB....................2-LAYOUT TAB .

1-wordart styles,

2-table size,

1-Table styles,

2-alignment,

1-draw borders,

2-rows and columns

1-DESIGN TAB....................2-LAYOUT TAB . 1-wordart styles,2-table size,1-Table styles,2-alignment,1-draw

Answers

design tab

wordart stylestable stylesdraw border

layout tab

table sizerows and columnsalignment

Answer:

The person above is correct.

Explanation:

1-DESIGN TAB....................2-LAYOUT TAB . 1-wordart styles,2-table size,1-Table styles,2-alignment,1-draw

help pls I will mark brainliest the top answer i need it rn
Nonsense = REPORT
Answer the question 3-5 sentences.
"Why is recycling very important and beneficial to you and your community?"​

help pls I will mark brainliest the top answer i need it rnNonsense = REPORT Answer the question 3-5

Answers

Answer:

to reduce outbreak of diseases

Explanation:

materials recycled, funds earned from it are used developmental projects in my community

Other Questions
Liz rushes down onto a subway platform to find her train already departing. She stops and watches the cars go by. Each car is 8.60 m long. The first moves past her in 1.80 s and the second in 1.61 s. Find the constant acceleration of the train. The balance between justice and the implementation of Ubuntu and it's inherent idea of rehabilitative justice Then, the store marks up the retail price to `150\%` of the wholesale price. Later, they put the mattress on sale for `50\%` off of the retail price. A customer just bought the mattress on sale and paid `\$1,200.`a. What was the retail price of the mattress, before the discount? what does the holidays mean to you paragraph given examples x1, x2, . . . , xn r d and associated labels y1, y2, . . . , yn {0, 1}, the cost function for unregularized logistic regression is Why is it important to understand the history of sportand exercise psychology? A seller wants to net $350,000 from the sale of her home. The listing broker will receive a 5% commission. The closing costs are estimated at $7,500. At what price must this home sell to achieve this goal? Select one: a. $380,319. b. $376,316. c. $375,921. d. $379,840 a vertical straight wire 25.0 cm in length carries a current. you do not know either the magnitude of the current or whether the current is moving upward or downward. if there is a uniform horizontal magnetic field of 0.0300 t that points due north, the wire experiences a horizontal magnetic force to the west of 0.0180 n . find the magnitude of the current. Abroad studies. It's problems. :essay Which is not one of the middle colonies? The price of a 36 pack of chips is $5.40, what is the price ofone bag of chips? 2y + 3x = -6 in slop intercept form 13 Jitesh made a square using 8 toothpicks of the same length as shown below. Arun made a bigger square. He also used some toothpicks of the same length. Which of these could be the number of toothpicks Arun used to make his square? A. 14 B. 16- D. 22 Which most accurately describes the basis of the scientific method?a path of clearly defined steps that must be followed in a particular ordera possible answer to a scientific question based on knowledge or researchthe recipe for how to conduct an experiment that must be followed preciselythe process of hypothesis and testing through which scientific inquiry occurs Have you ever encountered poetry that, like the examples she gives, has something interesting to say about politics and democracy? What examples come to mind? 1How many valance electrons are in the atom of potassium (K) below?KA. 2B. 8C. 1D. 4 If angles are supplementary, then one of the angles is an obtuse angle. Answers are these Sometimes always or never pick one This leg was called the Passage what were the 32 countries involved in the Evian conference How does active site affect enzyme activity?