You are building a predictive solution based on web server log data. The data is collected in a comma-separated values (CSV) format that always includes the following fields: date: string time: string client_ip: string server_ip: string url_stem: string url_query: string client_bytes: integer server_bytes: integer You want to load the data into a DataFrame for analysis. You must load the data in the correct format while minimizing the processing overhead on the Spark cluster. What should you do? Load the data as lines of text into an RDD, then split the text based on a comma-delimiter and load the RDD into a DataFrame. Define a schema for the data, then read the data from the CSV file into a DataFrame using the schema. Read the data from the CSV file into a DataFrame, infering the schema. Convert the data to tab-delimited format, then read the data from the text file into a DataFrame, infering the schema.

Answers

Answer 1

Answer:

see explaination

Explanation:

The data is collected in a comma-separated values (CSV) format that always includes the following fields:

? date: string

? time: string

? client_ip: string

? server_ip: string

? url_stem: string

? url_query: string

? client_bytes: integer

? server_bytes: integer

What should you do?

a. Load the data as lines of text into an RDD, then split the text based on a comma-delimiter and load the RDD into DataFrame.

# import the module csv

import csv

import pandas as pd

# open the csv file

with open(r"C:\Users\uname\Downloads\abc.csv") as csv_file:

# read the csv file

csv_reader = csv.reader(csv_file, delimiter=',')

# now we can use this csv files into the pandas

df = pd.DataFrame([csv_reader], index=None)

df.head()

b. Define a schema for the data, then read the data from the CSV file into a DataFrame using the schema.

from pyspark.sql.types import *

from pyspark.sql import SparkSession

newschema = StructType([

StructField("date", DateType(),true),

StructField("time", DateType(),true),

StructField("client_ip", StringType(),true),

StructField("server_ip", StringType(),true),

StructField("url_stem", StringType(),true),

StructField("url_query", StringType(),true),

StructField("client_bytes", IntegerType(),true),

StructField("server_bytes", IntegerType(),true])

c. Read the data from the CSV file into a DataFrame, infering the schema.

abc_DF = spark.read.load('C:\Users\uname\Downloads\new_abc.csv', format="csv", header="true", sep=' ', schema=newSchema)

d. Convert the data to tab-delimited format, then read the data from the text file into a DataFrame, infering the schema.

Import pandas as pd

Df2 = pd.read_csv(‘new_abc.csv’,delimiter="\t")

print('Contents of Dataframe : ')

print(Df2)


Related Questions

HELPPPPPPPPPPP


What is the best definition of a programming language?
OA. A complex thought process that breaks down difficult problems to
find their solutions
OB. The internal language a computer uses to communicate with other
computers and devices
C. The language that developers use to communicate with one
another about software design
OD. A language that instructs a computer how to carry out functions.

Answers

Answer:

A language that instructs a computer how to carry out functions.

Explanation:

A collection of related data points is called a ?

Answers

Answer:

collection of related data points in a chart is called a. data series.

Louis is experiencing symptoms of carpal tunnel syndrome. In which part of his body would he be having pain, weakness, or tingling?
(A) His hands and arms
(B) His lower legs
(C) His shoulders
(D) His lower back

Answers

The correct answer is (A), His hands and arms. Carpal tunnel syndrome is a condition caused by increased pressure on the median nerve in the wrist. Symptoms include pain, weakness, or tingling in the hands and arms.

Louis is experiencing symptoms of carpal tunnel syndrome, so he would be having pain, weakness, or tingling in his hands and arms.

Carpal tunnel syndrome is a condition caused by compression of the median nerve, which runs from the forearm into the hand. Symptoms typically include numbness, tingling, weakness, or pain in the thumb, index, middle, and ring fingers. These symptoms are due to the median nerve being compressed as it passes through the carpal tunnel, a narrow passageway in the wrist. The location of the symptoms in the hands and arms, specifically the fingers, is the hallmark of carpal tunnel syndrome.

You have recently installed Windows Server 2019 Desktop Experience on a server. Your manager informs you that he needs to extensively use the command line and PowerShell. He also does not want to use the graphical interface. What should you do to meet his requirements

Answers

To meet the manager requirement, you need to format the server, then after that install Server Core. This process is now followed by rebooting the server in the Server Core mode.

How do you install a Windows server?

Whenever you want to install Windows Server by using setup wizard settings, you have the choice of installing Server Core or Server with a graphical user interface known as the Desktop Experience installation method.

Since the GUI is not usually installed with Server Core; you control the server via the command line by using:

PowerShell, The Server Configuration tool (SConfig), or Remote methods. 

Now, if your manager informs you that he needs to extensively use the command line and PowerShell but not the use of graphical interface, the best way to meet the requirements are:

Format the server and install server coreReboot the server in the Server Core mode

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A collection of code makes up what

Answers

Answer:

In computing, source code is any collection of code, with or without comments, written using a human-readable programming language, usually as plain text.

Explanation:

source code may be interpreted and thus immediately executed.

Wrire a code that display elements at indices 1 and 4 in the follwoing array.

var userArray = [1, 6, 41, 8, 24, 4];

Answers

Answer:

Console.log(userArray[1]);

Console.log(userArray[4]);

Explanation:

The programming language was not stated; however, the variable declaration implies JavaScript.

JavaScript prints using the following syntax:

Console.log(print-name);

Since, the code is to print some elements of array userArray.

First, we need to determine the index of the elements.

The indices are given as 1 and 4.

So, the code to print these elements is as follows:

Console.log(userArray[1]);

Console.log(userArray[4]);

What is the benefit of time boxing the preparation for the first program increment planning event

Answers

The benefit of timeboxing for the preparation for the first program increment planning event is that it seeks to deliver incremental value in the form of working such that the building and validating of a full system.

What is timeboxing?

Timeboxing may be defined as a simple process of the time management technique that significantly involves allotting a fixed, maximum unit of time for an activity in advance, and then completing the activity within that time frame.

The technique of timeboxing ensures increments with the corresponding value demonstrations as well as getting prompt feedback. It allocates a fixed and maximum unit of time to an activity, called a timebox, within which planned activity takes place.

Therefore, timeboxing seeks the delivery of incremental value in the form of working such that the building and validating of a full system.

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What is the significance of backing up data on a computer?

Backing up data allows you to browse the Internet more quickly.
Your computer will never become infected with a virus.
A copy of your work can be saved in case the computer crashes.
The web cache will be cleared regularly.

Answers

Answer:

the answer is c

Explanation:

i got it right

Answer:

c

Explanation:

edg2020

Does the security burden fall primarily on the user? On

the company that the user is doing business with? On

both? Support your answer.​

Answers

Answer:

yes and no because of the security

Explanation:

yes and no because of the security

Write a function called max that returns the maximum of the two numbers passed in as parameters

Write a function called max that returns the maximum of the two numbers passed in as parameters

Answers

Answer:

Create a new function named max() which accepts two numbers as arguments. The function should return the larger of the two numbers. sorry if wrong Explanation:

Write a program that find the average grade of a student. The program will ask the Instructor to enter three Exam scores. The program calculates the average exam score and displays the average grade.

The average displayed should be formatted in fixed-point notations, with two decimal points of precision. (Python)

Write a program that find the average grade of a student. The program will ask the Instructor to enter

Answers

Answer:

# Prompt the instructor to enter three exam scores

score1 = float(input("Enter the first exam score: "))

score2 = float(input("Enter the second exam score: "))

score3 = float(input("Enter the third exam score: "))

# Calculate the average exam score

average_score = (score1 + score2 + score3) / 3

# Calculate the average grade based on the average exam score

if average_score >= 90:

   average_grade = "A"

elif average_score >= 80:

   average_grade = "B"

elif average_score >= 70:

   average_grade = "C"

elif average_score >= 60:

   average_grade = "D"

else:

   average_grade = "F"

# Display the average grade in fixed-point notation with two decimal points of precision

print("The average grade is: {:.2f} ({})".format(average_score, average_grade))

Explanation:

Sample Run:

Enter the first exam score: 85

Enter the second exam score: 78

Enter the third exam score: 92

The average grade is: 85.00 (B)

The given Python program determines the corresponding letter grade based on the average score, and then displays the average score and grade with the desired formatting.

What is Python?
Python is a high-level, interpreted programming language that was first released in 1991. It is designed to be easy to read and write, with a simple and intuitive syntax that emphasizes code readability. Python is widely used in various fields such as web development, data science, machine learning, and scientific computing, among others.

Python Code:

# Prompt the user to enter three exam scores

exam1 = float(input("Enter score for Exam 1: "))

exam2 = float(input("Enter score for Exam 2: "))

exam3 = float(input("Enter score for Exam 3: "))

# Calculate the average exam score

average = (exam1 + exam2 + exam3) / 3

# Determine the letter grade based on the average score

if average >= 90:

   grade = 'A'

elif average >= 80:

   grade = 'B'

elif average >= 70:

   grade = 'C'

elif average >= 60:

   grade = 'D'

else:

   grade = 'F'

# Display the average score and grade

print("Average score: {:.2f}".format(average))

print("Grade: {}".format(grade))

In this program, we use the float() function to convert the input values from strings to floating-point numbers. We then calculate the average score by adding up the three exam scores and dividing by 3. Finally, we use an if statement to determine the letter grade based on the average score, and we use the .format() method to display the average score and grade with the desired formatting. The :.2f notation in the format string specifies that the average score should be displayed with two decimal places.

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You manage several servers that are all in the same domain. Two of the servers, DC10 and DC13 are in different buildings. You’re at DC10 and want to manage DC13. You’re gonna use Remote MMC snap-ins on DC13 so you can manage it remotely. You know that Windows Remote Management is already enabled on DC13 by virtue of being on your domain. What firewall exceptions need to be enabled in DC13’s firewall (there’s two).
Remote Administration
Windows Remote Management
There are the two exceptions required of Remote MMC snap-ins FIREWALL on the TARGET system.

Answers

The firewall exception that need to be enabled in DC13’s firewall  are:

Remote AdministrationWindows Remote Management

What is the purpose of Windows Remote Management?

Network administrators can access, modify, and update data on both local and remote machines using WinRM. From WS-Management protocol implementations running on non-Windows operating systems like Linux, hardware data can be retrieved. This enables the integration of hardware and operating systems from several vendors.

Any technique for managing a computer from a distance is referred to as remote administration. When it is difficult or inconvenient to be physically close to a system in order to utilize it, software that enables remote administration is frequently used.

The two exceptions demanded of Remote MMC snap-ins FIREWALL on the TARGET system are Remote Administration and Windows Remote Management.

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In the file MajorSalary, data have been collected from 111 College of Business graduates on their monthly starting salaries. The graduates include students majoring in management, finance, accounting, information systems, and marketing. Create a PivotTable in Excel to display the number of graduates in each major and the average monthly starting salary for students in each major.

Answers

Answer:

The pivot table is attached below

Explanation:

procedure used to create the Pivot Table

select insert from worksheet Ribbonselect pivot tableselect the range of Dataselect   "new worksheet "select Major as row heading and the summation symbol to count the majorinput variables given in their right cells

after this procedure the table is successfully created

Attached below is the Pivot Table in Excel displaying The number of graduates in each major and average monthly salaries

In the file MajorSalary, data have been collected from 111 College of Business graduates on their monthly

A coach wants to divide the basketball team into two groups for a practice game. Which statistical measurement is the coach most likely to use?
A) percentile
B) mean
C) median
D) mode

Answers

Answer:

median

Explanation:

Answer:

C) Median

Explanation:

70 POINTS PLEASE HELP

Report on one form of being differently abled (deaf, blind, or physically disabled) and discuss three types of adaptive and assistive technology that could help such a person use a computer. Using your own words and complete sentences, describe each type of adaptive and assistive technology in one paragraph each.

Identify and use the correct terminology that represents assistive and adaptive technology. Focus on items that will benefit a person who is differently abled.

You also may include the future of assistive technology and what new developments are being studied or that may become available in the near future.

At the bottom of your paper, provide the website addresses where you found your information.

Answers

Blind:

If you are blind, then you are different because you can't see what you're doing. Also if you are blind then you can use a brail keyboard to type on a pc or monitor. Or if your trying to go on your phone you can use a screen reader which is a text-to-imange thing. Or, if you're trying to read something you can use audiobooks that someone reads for you at any time.

Deaf:

If you are deaf then you can use a hearing aid that improves your hearing. You can also use infrared systems which make infrared light transmit sound. Another thing you can use is the Audio induction loop system which makes broadcasts room audio via an electromagnetic field created by a concealed wire running along the perimeter of the room.

Physically Disabled:

( you can still do anything a man can do on a pc what the freak am I supposed to say here )

( this one you have to do yourself sorry mate )

The address is from brainly from a random dude.

are photographs enhanced or worsened when colour as a production technique

Answers

Photographs can be enhanced or worsened depending on how color is used as a production technique. Adding color to a photograph can enhance its visual appeal, bring out details, and create a vibrant atmosphere. However, if color is used improperly or excessively, it can distract from the main subject, create visual noise, or distort the intended message. The impact of color on a photograph largely depends on the artistic choices made by the photographer or editor.

How would you rate this answer on a scale of 1 to 5 stars?

problem description IT​

Answers

In IT, a problem description refers to a clear and concise explanation of an issue or challenge that needs to be resolved within a technology system or application.

How is this so?

It involves providing relevant details about the symptoms, impact, and context of the problem.

A well-written problem description outlines the specific errors, failures, or undesired behavior observed and provides enough information for IT professionals to analyze and identify potential solutions.

A comprehensive problem description is crucial for effective troubleshooting and problem-solving in the IT field.

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Data for each typeface style is stored in a separate file.
a. True
b. False

Answers

Data for each typeface style is stored in a separate: a. True.

What is a typeface?

In Computer technology, a typeface can be defined as a design of lettering or alphabets that typically include variations in the following elements:

SizeSlope (e.g. italic)Weight (e.g. bold)Width

Generally speaking, there are five (5) main classifications of typeface and these include the following:

SerifSans serifScriptMonospacedDisplay

As a general rule, each classifications of typeface has its data stored in a separate for easy access and retrieval.

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the following statements describe something about the body structures or functions of fungi. identify those statements that are correct. select all that apply.

Answers

A typical fungus is made up of a mass of tubular filaments that are branching and contained in a stiff cell wall. The filaments, known as hyphae (singular hypha), repeatedly branch to form a complex.

What use do fungi serve?

Fungi contribute to the breakdown of organic materials and offer nutrients for plant growth. They have a crucial function in protecting plants against pathogenic bacteria, which act as biological agents and affect the health of the soil.

What are the two primary purposes for which fungi are adapted?

When they ripen, they could become visible as moulds or mushrooms. Fungi play vital roles in the interchange and cycling of nutrients in the environment as well as in the breakdown of organic waste.

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Copy and paste your code from the previous code practice. If you did not successfully complete it yet, please do that first before completing this code practice.

After your program has prompted the user for how many values should be in the list, generated those values, and printed the whole list, create and call a new function named diffList. In this method, accept the list as the parameter. Inside, you should add up the negatives of all the values in the list and then return the result back to the original method call. Finally, print that difference of values.

Sample Run
How many values to add to the list:
8
[117, 199, 154, 188, 155, 147, 111, 197]
Total -1268

Answers

To write the code for this exercise, we must be familiar with Python's computational language.

Is Python a programming language used to create computer programmes?

Python is a well-known programming language for computers that is used to build websites and applications, automate procedures, and analyse data. Since Python is a general-purpose language, it may be used to create a wide range of applications and isn't specifically designed to address any particular problems.

import arbitrary

totalNegatives = 0 for the value in myList in the definition of diffList(myList):

If value is less than zero, totalNegatives plus value should return totalNegatives.

listLength is equal to int(input("How many values to add to the list: n")).

for I in range(listLength), myList = []

random.randint(100, 200) myList.append

print(myList)

sum and total (myList)

diffList = diff (myList)

print(f"Total + Difference")

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Code to be written in R language:

The Fibonacci numbers is a sequence of numbers {Fn} defined by the following recursive relationship:

Fn= Fn−1 + Fn−2, n > 3
with F1 = F2 = 1.

Write the code to determine the smallest n such
that Fn is larger than 5,000,000 (five million). Report the value of that Fn.

Answers

Here is the R code to determine the smallest n such that the Fibonacci number is larger than 5,000,000:

fib <- function(n) {

 if (n <= 2) {

   return(1)

 } else {

   return(fib(n - 1) + fib(n - 2))

 }

}

n <- 3

while (fib(n) <= 5000000) {

 n <- n + 1

}

fib_n <- fib(n)

cat("The smallest n such that Fibonacci number is larger than 5,000,000 is", n, "and the value of that Fibonacci number is", fib_n, "\n")

The output of this code will be:

The smallest n such that Fibonacci number is larger than 5,000,000 is 35 and the value of that Fibonacci number is 9227465.

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Consider the following statements. An abstract class is better than an interface when the variables in the abstract class or interface are likely to have changing values. An interface is better than an abstract class when nearly all of the methods in the abstract class or interface are abstract. An abstract class is better than an interface if new methods are likely to be required in the abstract class or interface in the future. An abstract class is better than an interface if a sub class is likely to need to inherit more than one super class. Which of the choices below is correct?

a. I and Il are true
b. I and III are true
c. II and III are true
d. I, II, and III are true
e. I, III, and I are true

Answers

Well the nonchalant question given for 4th grade red named babyface Justin and Jerome

Module 7: Final Project Part II : Analyzing A Case
Case Facts:
Virginia Beach Police informed that Over 20 weapons stolen from a Virginia gun store. Federal agents have gotten involved in seeking the culprits who police say stole more than 20 firearms from a Norfolk Virginia gun shop this week. The U.S. Bureau of Alcohol, Tobacco, Firearms and Explosives is working with Virginia Beach police to locate the weapons, which included handguns and rifles. News outlets report they were stolen from a store called DOA Arms during a Tuesday morning burglary.

Based on the 'Probable Cause of affidavit' a search warrant was obtained to search the apartment occupied by Mr. John Doe and Mr. Don Joe at Manassas, Virginia. When the search warrant executed, it yielded miscellaneous items and a computer. The Special Agent conducting the investigation, seized the hard drive from the computer and sent to Forensics Lab for imaging.

You are to conduct a forensic examination of the image to determine if any relevant electronic files exist, that may help with the case. The examination process must preserve all evidence.
Your Job:
Forensic analysis of the image suspect_ImageLinks to an external site. which is handed over to you
The image file suspect_ImageLinks to an external site. ( Someone imaged the suspect drive like you did in the First part of Final Project )
MD5 Checksum : 10c466c021ce35f0ec05b3edd6ff014f
You have to think critically, and evaluate the merits of different possibilities applying your knowledge what you have learned so far. As you can see this assignment is about "investigating” a case. There is no right and wrong answer to this investigation. However, to assist you with the investigation some questions have been created for you to use as a guide while you create a complete expert witness report. Remember, you not only have to identify the evidence concerning the crime, but must tie the image back to the suspects showing that the image came from which computer. Please note: -there isn't any disc Encryption like BitLocker. You can safely assume that the Chain of custody were maintained.
There is a Discussion Board forum, I enjoy seeing students develop their skills in critical thinking and the expression of their own ideas. Feel free to discuss your thoughts without divulging your findings.
While you prepare your Expert Witness Report, trying to find answer to these questions may help you to lead to write a conclusive report : NOTE: Your report must be an expert witness report, and NOT just a list of answered questions)
In your report, you should try to find answer the following questions:

What is the first step you have taken to analyze the image
What did you find in the image:
What file system was installed on the hard drive, how many volume?
Which operating system was installed on the computer?
How many user accounts existed on the computer?
Which computer did this image come from? Any indicator that it's a VM?
What actions did you take to analyze the artifacts you have found in the image/computer? (While many files in computer are irrelevant to case, how did you search for an artifacts/interesting files in the huge pile of files?
Can you describe the backgrounds of the people who used the computer? For example, Internet surfing habits, potential employers, known associates, etc.
If there is any evidence related to the theft of gun? Why do you think so?
a. Possibly Who was involved? Where do they live?
b. Possible dates associated with the thefts?
Are there any files related to this crime or another potential crime? Why did you think they are potential artifacts? What type of files are those? Any hidden file? Any Hidden data?
Please help me by answering this question as soon as possible.

Answers

In the case above it is vital to meet with a professional in the field of digital forensics for a comprehensive analysis in the areas of:

Preliminary StepsImage Analysis:User Accounts and Computer Identification, etc.

What is the Case Facts?

First steps that need to be done at the beginning. One need to make sure the image file is safe by checking its code and confirming that nobody has changed it. Write down who has had control of the evidence to show that it is trustworthy and genuine.

Also, Investigate the picture file without changing anything using special investigation tools. Find out what type of system is used on the hard drive. Typical ways to store files are NTFS, FAT32 and exFAT.

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Which statistical measurement tools should be
used to solve the problem? Check all of the boxes
that apply.
A coach wants to calculate the average test scores
of students who participate in the most popular
sport that the school offers.
mean
median
mode

Answers

Answer:

mean

mode

Explanation:

edg 2020

Answer:

MEAN

mode

Explanation:

Inteligencia Artificial

Answers

Answer:

The term "Artificial Intelligence" refers to the simulation of human intelligence processes by machines, especially computer systems

Explanation:

~♥~

(python)
Using at least one complete sentence, give an example of when you might want to sort a set of data in a counter-intuitive (unexpected) way.

For example: I would sort numbers from greatest to least (as opposed to the usual least to greatest) if I were a college sorting student ACT scores.

Answers

One example of when you might want to sort a set of data in a counter-intuitive or unexpected way is when analyzing sentiment in text data.

Typically, sentiment analysis involves sorting text documents or sentences from negative to positive or vice versa based on the strength of sentiment.

However, in certain cases, you may want to sort the data in reverse order, i.e., from positive to negative sentiment.

This approach can be useful when you want to identify outliers or exceptional cases that deviate from the norm. By sorting the data in an unexpected way, you can quickly spot instances where the sentiment analysis algorithm may have made errors or cases where the sentiment is remarkably different from the overall trend.

This counter-intuitive sorting method can provide insights into the performance of the sentiment analysis model and help identify areas for improvement.

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Technology and Communications Quiz Active 1 Which of the following inventions has had the greatest impact on sound technology? A. the extension cord
B. the tape recorder
c. the telegraph
d. the microphone​

Answers

Answer:

B the tape recorder bec half century later made sonorities not only reproducible but also alterable.

Describe a situation in which there could be a conflict of interest between an IT worker’s self-interest and the interests of a client. How should this potential conflict be addressed?

Answers

A situation in which there could be a conflict of interest between an IT worker’s self-interest and the interests of a client this potential conflict be addressed  state of affairs wherein there may be a battle of hobby among an IT worker.

Which of the subsequent conditions might doubtlessly provide upward thrust to a battle of hobby?

A battle of hobbies takes place whilst an individual's non-public hobbies – family, friendships, economic, or social factors – ought to compromise his or her judgment, decisions, or moves withinside the workplace. Government businesses take conflicts of hobby so critically that they're regulated.

A state of affairs wherein there may be a battle of hobby among an IT worker self-hobby and the hobbies of a purchaser is the transport of the product can be uncertain. The purchaser might also additionally need the product early at the same time as employees can not enforce the product withinside the time frame.

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when computer and communications are combined, the result is information and cominiations Technology (true or false)​

Answers

Answer: When computer and communication technologies are combined the result is Information technology.

Explanation: This is a technology that combines computation with high-speed data, sound, and video transmission lines. All computer-based information systems utilized by companies, as well as their underlying technologies, are referred to as information technology.

As a result, information technology encompasses hardware, software, databases, networks, and other electronic gadgets.

IT refers to the technological component of information systems, making it a subsystem of information systems.

Information systems, users, and administration would all be included in a broader definition of IT.

Many organizations rely on IT to support their operations, since IT has evolved into the world's primary facilitator of project activities. IT is sometimes utilized as a catalyst for fundamental changes in an organization's structure, operations, and management. This is because of the capabilities it provides for achieving corporate goals.

These competences help to achieve the following five business goals:

Increasing productivity,

lowering expenses,

improving decision-making,

improving customer interactions, and

creating new strategic applications.

Select the true statement below. A. Using tables can improve your search engine optimization. B. Content contained within Flash media is invisible to search engines. C. Your HTML code must be valid in order to be listed in search engine results. D. Descriptive page titles and heading tags with appropriate keywords can help with search engine optimization.

Answers

Answer:

D. Descriptive page titles and heading tags with appropriate keywords can help with search engine optimization.

Explanation:

Search engine optimization (SEO) can be defined as a strategic process which typically involves improving and maximizing the quantity and quality of the number of visitors (website traffics) to a particular website by making it appear topmost among the list of results from a search engine such as Goo-gle, Bing, Yah-oo etc.

This ultimately implies that, search engine optimization (SEO) helps individuals and business firms to maximize the amount of traffic generated by their website i.e strategically placing their website at the top of the results returned by a search engine through the use of algorithms, keywords and phrases, hierarchy, website updates etc.

Hence, search engine optimization (SEO) is focused on improving the ranking in user searches by simply increasing the probability (chances) of a specific website emerging at the top of a web search.

Typically, this is achieved through the proper use of descriptive page titles and heading tags with appropriate keywords. Also, the first step in adding a website to a search engine service is to index your webpages by adding appropriate keywords and description meta tags.

Other Questions
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