if algorithm a requires 2n 1 basic operations to process an input of size n, and algorithm b requires 3n 2 basic operations to process the same input, which algorithm is considered to be more efficient?
Answers
To determine which algorithm is considered more efficient, we need to compare their time complexities and analyze how they scale with the input size.
Algorithm a requires 2n + 1 basic operations to process an input of size n. This can be simplified to a time complexity of O(n). Algorithm b requires 3n + 2 basic operations to process the same input. Similarly, this can be simplified to a time complexity of O(n). Both algorithms have linear time complexities, as they scale linearly with the input size. However, when comparing the coefficients and constants, we can see that algorithm a has a smaller coefficient (2) compared to algorithm b (3). In terms of time efficiency, a smaller coefficient implies a lower number of operations per input size. Therefore, algorithm a is considered more efficient than algorithm b as it requires fewer operations to process the same input size. In terms of efficiency, we usually prefer algorithms with lower time complexities and smaller coefficients because they execute faster. In this case, algorithm a has a smaller coefficient and requires fewer operations, indicating better efficiency compared to algorithm. It's important to note that time complexity analysis provides a high-level understanding of algorithm efficiency based on the growth rate of operations. However, it doesn't account for other factors such as memory usage, cache efficiency, or constant factors in real-world implementations. These factors can also impact the overall performance of an algorithm.
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Related Questions
Recursion occurs when a function (calls itself/ calls another function/ calls a function from the python standard library)
Answers
Answer:
calls itself
Explanation:
Just took the test
Answer:
Calls itself
Explanation:
its correct on the assignment :)
An example of an application that could make use of threads is a file server. True or False
Answers
True. An application like a file server can benefit from the use of threads. Threads are independent units of execution within a process that can run concurrently, allowing multiple tasks to be performed .
simultaneously. In the case of a file server, threads can be utilized to handle multiple client connections concurrently, enabling the server to serve multiple requests simultaneously.
When a client connects to a file server, a separate thread can be spawned to handle that client's request, allowing the server to continue accepting and serving other clients without blocking. This allows for efficient handling of multiple simultaneous connections and improves the overall responsiveness and scalability of the file server.
By using threads, the file server can perform tasks in parallel, such as reading and writing files, handling network communication, and processing client requests. Each thread can work independently on its assigned task, enabling efficient utilization of system resources and better responsiveness to client requests.
Therefore, utilizing threads in a file server application is a common approach to enable concurrent processing and improve overall performance and responsiveness.
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PLEASE HELP GIVING 25 POINTS Sophia is leading a project to help clean up a local river in her area. She creates an online forum where participants can communicate with each other and read the goals of the project. She encourages people to post ideas on this forum and sets up weekly web-conferencing meetings to move the project along. Which qualities show that Sofia is an effective digital leader? Check all that apply. She holds useful online meetings. She encourages collaboration. She pursues her own ideas. She is comfortable with technology. She waits for others to take the lead. She takes action to complete the job.
Answers
Answer:
Sophia holds useful online meetings ...
Explanation:
Give brainly, sister.
Answer:
1 2 4 6
Explanation:
edge 2021
this is really a question about what this means. My friend is trying to code speed racer the video game and he doesn't know what this means. Before you ask yes the devs know about this and don't care. but here is this code 03 D0 5F 3A.
what does these codes mean?
Answers
It appears that the code "03 D0 5F 3A" is a hexadecimal representation of a series of bytes. Without more context, it is difficult to determine with certainty what this collection of bytes implies.
How is hexadecimal converted to bytes?You must first obtain the length of the supplied text and include it when constructing a new byte array in order to convert a hex string to a byte array. new byte[] val = str. length() / 2 new byte; Take a for loop now up till the byte array's length.
How can a byte array be converted to a hex byte array?Using a loop to go through each byte in the array and the String format() function, we can convert a byte array to a hex value. To print Hexadecimal (X) with two places (02), use%02X.
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Question: Alex wants to identify the number of a policies he has soldof a specified type. Calculate this information as follows:
a. in cell K8 beginto enter a formula using the DCOUNTA function
b. Based on the headers and data in the client's table, and using structured references, count the number of values in the Policy type column that match the criteria in the range j5:j6
Excel Worksheet the CTC Casuality Insurance Managing Formulas Data and Tables project
Answers
To calculate the number of policies Alex has sold of a specified type, we can use the DCOUNTA function in Excel. Here's how you can do it step-by-step:
1. Start by entering the formula in cell K8.
2. In the formula, use the DCOUNTA function, which counts the number of non-empty cells in a column that meet specific criteria.
3. Based on the headers and data in the client's table, use structured references to specify the criteria for the count.
4. The criteria range is J5:J6, which means we will be looking for matches in the Policy type column
Let's break down the formula:
- DCOUNTA is the function we are using to count the values.
- Table1[#All] refers to the entire table where the data is located.
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Question 1:
Define what they do?
Command + B
Command + D
Command G
Question 2:
Select any of the five tools from the toolbar in adobe illustrator.
Explain what the do..
Answers
Answer 1:
Command + B: In Adobe Illustrator, Command + B is a keyboard shortcut used to apply bold formatting to selected text.
Command + D: In Adobe Illustrator, Command + D is a keyboard shortcut used to repeat the last action or command. This can be useful for quickly duplicating elements or repeating a complex series of steps.
Command + G: In Adobe Illustrator, Command + G is a keyboard shortcut used to group selected objects together. Grouping objects allows you to treat them as a single object, making it easier to move, rotate, or manipulate them as a unit.
What is Answer 2?One of the five tools from the toolbar in Adobe Illustrator is the Selection tool. The Selection tool is used to select, move, and manipulate objects within the document. It is represented by the black arrow icon in the toolbar.
Therefore, When an object is selected with the Selection tool, you can perform actions such as moving, resizing, rotating, or modifying the shape or appearance of the object. The Selection tool is a basic and essential tool for working in Adobe Illustrator, and is used frequently throughout the design process.
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Computer coding is unnecessary for aspiring multimedia designers to learn. True or False? HURRY!!!
Answers
Answer:
True
Explanation:
Hey does anyone know what this screen is? Kinda like a transparent window and I can't close it out or do anything to make it go away. Does anyone have this kind of problem that knows how to make it go away or has had the same problem?
Answers
Answer:
I can’t see the full screen but maybe you can shut your iPad down completely and then open it again?
One fragment of a given integer N can be selected and its digits reversed (replaced with a right to left version of themselves). What is the maximum number that can be obtained this way from integer N?
Write a function:
class Solution (public int solutionfint N); )
that, given an integer 1 N 1,000,000,000, returns the greatest integer that can be created by reversing a subset of its digits.
Examples:
• Given N - 5340, the answer is 5430. Fragment "34" can be reversed to "43".
• Given N= 7043, the answar in 4028. Fragment 204" can be reversed to "102"
• Given N= 620, the answer is 620. There is no need to reverse any fragment.
Assumptions:
•1-N-1,000,000,000.
Answers
Approach:
First convert the integer into string and then try to find the largest number which is divisible by 10. If we find any such digit in the number then we reverse all the digits before it and after it and take the max of all such numbers created.
Explanation:
To solve this problem, we will perform the following steps:
Convert integer N to string s. If all the digits in the string are the same, return N. We will try to find the largest digit (say X) which is divisible by 10. If there is no such digit, return N. Reverse all the digits before the largest digit divisible by 10, and after X. Compute the number formed by these reversed digits and append X at the end of this number and return it.
public int solution(int N) {String s = "" + N; if (s.chars(). distinct().count() == 1) {return N;}int max = -1;for (int i = 0; i < s.length(); i++) {if (s.charAt(i) == '0' || (s.charAt(i) - '0') % 10 != 0) {continue;}StringBuilder rev = new StringBuilder(s.substring(0, i));rev = rev.reverse();rev.append(s.substring(i));int num = Integer.parseInt(rev.toString());max = Math.max(max, num);}return (max == -1) ? N : max;}
Complexity Analysis:
Time Complexity: O(N) because we are iterating over all the digits of the given integer N, which takes O(N) time.
Space Complexity: O(N) to store the string s, which is of size N.
Therefore, the time complexity of the given function is O(N) and the space complexity is O(N).
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types of risks in entrepreneurship
Answers
Business risk is a future possibility that may prevent you from achieving a business goal. The following are the common type of business risks.
Strategic Business Risk
Strategic risks result directly from operating within a specific industry at a specific time. To counteract strategic risks, you’ll need to put measures in place to constantly solicit feedback so changes will be detected early.
Legal Compliance Risk
Risks associated with compliance are those subject to the legislative or bureaucratic rules and regulations, or those associated with best practices for investment purposes.
Internal Operational Risks
Operational risks result from internal failures. That is, your business’s internal processes, people, or systems fail unexpectedly. Operational risks can also result from unforeseen external events such as transportation systems breaking down, or a supplier failing to deliver goods.
Reputational and Publicity Risks
Loss of a company’s reputation or community standing might result from product failures, lawsuits, or negative publicity. Reputations take time to build but can be lost in a day. In this era of social networking, a negative Twi tter posting by a customer can reduce earnings overnight.
A reviewer is responsible for ensuring that there is __________ in a review report so that it can be properly understood by __________.
A. current information; intended users
B. credible data; anyone
C. meaningful analysis; anyone
D. sufficient information; intended users
Answers
write an sql query for the following: find the names of companies which have employees living in lincoln and omaha. (meaning of this query: for each company appears in the result, it must have some employees live in lincoln, and some other employees liv in omaha. if a company only has employees live in one of these two cities, not both, then it should not be included in the result.)
Answers
SQL Queries: SELECT CompanyName FROM Companies WHERE CompanyID IN (SELECT CompanyID FROM Employees WHERE City IN ('Lincoln','Omaha') GROUP BY CompanyName HAVING COUNT(DISTINCT City)=2;
What is SQL Queries?SQL Queries are special programming language used to communicate with databases. It is used for data manipulation and retrieval. SQL stands for Structured Query Language and is a standard language for interacting with databases. It is used to access and manage data in relational database management systems (RDMS) like MySQL, Oracle, SQL Server, and others. SQL Queries allow us to query a database, create and modify tables and records, and manage the data stored in the database.
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Why is the no video recording in iPhone camera
Answers
Answer:
it really does depend on what iphone you have but go to Settings > Privacy > Camera and disable the last app that was allowed access to the phone's Camera. check the camera app again and you should see the video recording access.
hope this helped!
Answer:
Wait is this a genuine question im not sure how to answer
Explanation:
The first time you save a file, there is no difference between theBlank Space __________ and Save As commands.
Answers
The first time you save a file, there is no difference between the Blank Space save and save as commands.
Which command is used to save a file?The command that is used to save a file is known as Ctrl+S. If a user wants to Save a file, he/she needs to press Ctrl+S to save an existing workbook in its current location.
Apart from this, you need to use Save As to save your workbook for the first time, in a different location, or to create a copy of your workbook in the same or another location.
The difference between Save and Save As is that Save permits a user to update a previously saved file with new content, whereas Save As permits a user to save a new file or an existing file to a new location with the same or different name.
Therefore, the first time you save a file, there is no difference between the Blank Space save and save as commands.
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Label controls that display program output typically have their AutoSize property set to __________.
a. Auto
b. False
c. NoSize
d. True
Answers
Label controls that display program output typically have their AutoSize property set to True (option d).The AutoSize property is a setting that controls whether a control changes size automatically based on its contents or not.
When AutoSize is set to True for a label control, the size of the control will adjust to fit the text that is displayed in it.The other available option for the AutoSize property is False. When it is set to False, the size of the control will remain fixed and will not adjust to fit the text that is displayed in it. This can result in text being truncated or cut off if it exceeds the size of the label control.
In summary, Label controls that display program output typically have their AutoSize property set to True so that the size of the control adjusts to fit the text that is displayed in it.
Hence, option d i.e. true is the correct answer.
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ethereum is currently the only blockchain that supports nfts.
Answers
Ethereum is the most popular blockchain for NFT development for a few reasons. First, it's the biggest and most well-known blockchain after Bitcoin.
What is Ethereum NFTS?Non-fungible tokens (NFTs) are types of digital assets that are provably unique, making them both collectible and useful for functions from establishing ownership of real-life assets to online gaming.
Characteristics:
One of the characteristics of currencies is fungibility, where each individual unit must be valued the same as—and interchangeable for—another unit. For instance, if you give your friend a 0.1 BTC from your wallet, and they give you a 0.1 BTC from theirs, no meaningful change in value has occurred. NFTs, however, are blockchain-based assets (or, tokens) that are non-fungible, meaning they are one-of-a-kind.
Although NFTs were created and popularized on Ethereum, the first NFT concepts were built on Bitcoin. These were called “colored coins,” and they applied digital watermarks to coins that could be used to track off-chain assets (like gold).
Further, a platform called Counterparty was developed so people could create unique, Bitcoin-based tokens that could be used in blockchain-based gaming applications. The first of these games, Spells of Genesis, featured a deck-building game (a game where the main goal is to construct a deck of cards) and saw its first virtual “card” tokenized in March 2015.
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A chatbot is a computer program designed to emulate human conversation. For this program, you will use if statements, user input, and random numbers to create a basic chatbot.
The Scenario
You have decided to design a fashion chatbot that helps people pick out their fashion preferences. Your bot can gauge what types of clothes and accessories the user might like.
Your chatbot should ask the user the following (minimum requirements for the grader) and then give answers depending on the answers the user inputs:
at least 6 questions
at least 3 if-elif-else statements
the use of the random module and randomly generated numbers
Based on these criteria, some responses will be based on what the user types and some will be based on random numbers.
For example, if the chatbot asks what is your favorite head accessory, your chatbot might respond I also think baseball hats are best. in response to a user input of baseball hats, or I love beanies! in response to a user input of beanies.
Additionally, you could also have a random number generated between, say, 1 and 3 and have a corresponding response depending on the number to randomly answer with That’s in right now. or Wow, so stylish!, and so on.
Note that in order to pass all of the test cases, your randomly generated numbers should not be dependent on user input (for example, you would not want to include a situation where if the user inputs a specific phrase, then a random number is generated). The randomly generated numbers should prompt a reply from the chatbot, and should do so separately from the user input statements that prompt a reply from the chatbot.
Answers
Based on the fact that you would use a ch.a tbot to emulate human conversation and we decide to design a fashion ch.a tbot that helps people pick out their fashion preferences, a program that would gauge what types of clothes and accessories the user might like is given below:
The Programimport random
good_responses = (["That's cool!", "Wow!", "That's great to hear!", "Tell me more"])
bad_responses = (["I'm sorry", "That is too bad!"])
first_name = input("What's your first name? ")
last_name = input("What's your last name? ")
print(f"Hello {first_name} {last_name}, nice to meet you!")
age = int(input(f"How old are you, {first_name}? "))
if age > 17:
print("Nice, you are considered an adult")
else:
print("You are young, our children's section is to aisle 10.")
color = input("What's your favorite color? ")
print(good_responses[random.randint(0,3)])
feeling = input(" What is your current mood (sad/happy) ")
if feeling == 'sad':
print(bad_responses[random.randint(0,1)])
else:
print ( good _ responses [ random . randint ( 0 , 3 ) ] )
print(f"It's been a nice ch. at time with you, { first _ name } ! " )
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how can you protect your information when using wireless technology
Answers
Answer: Avoid using non-Bluetooth-paired or unencrypted wireless computer peripherals.
Explanation:
Amazon Simple Notification Service (Amazon SNS) has A. Publishers B. Subscribers C. Both publishers and subscribers
Answers
Correct option is C. Amazon Simple Notification Service (Amazon SNS) supports both publishers and subscribers.
How does Amazon SNS work?Amazon Simple Notification Service (Amazon SNS) is a fully managed messaging service provided by Amazon Web Services (AWS). It facilitates the communication between various components of a distributed application or system by enabling publishers and subscribers to exchange messages.
With Amazon SNS, publishers can send messages to topics, which act as communication channels or endpoints. These topics can be subscribed to by multiple subscribers, such as applications, services, or individuals. Subscribers can receive the messages published to the topics they are subscribed to in various formats, including HTTP/S, email, SMS, mobile push notifications, and more.
Publishers can use the Amazon SNS API or SDKs to publish messages to topics, and subscribers can use subscriptions to specify the desired protocols and endpoints for receiving messages. The service ensures reliable message delivery with features like message retries and cross-region replication.
In summary, Amazon SNS enables both publishers and subscribers to interact within a distributed system, allowing for flexible and scalable messaging between components. Publishers can send messages to topics, and subscribers can receive these messages based on their subscriptions, making it a versatile and powerful messaging service.
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what is one of the advantages of the gsa city pair flights?
Answers
One of the advantages of the gsa city pair flights is that:
it offers competitive and affordable airfares, which helps to reduce travel costs for the government.
The GSA City Pair Program provides federal government employees with discounted airfare for official travel. Additionally, the program provides a wide range of flights and destinations to choose from, making it easier for federal employees to plan their travel.
This can lead to more efficient and cost-effective government travel, which can ultimately benefit taxpayers.
The GSA City Pair Program is a travel initiative offered by the United States government for its employees. It aims to provide competitive and cost-effective airfares for official travel.
Another advantage is the range of flights and destinations available through the program. Federal employees can easily find and book flights that meet their travel needs, making their trips more efficient and cost-effective.
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Acute exacerbation of addison's disease can lead to ecg changes and cardiovascular collapse as a result of electrolyte imbalance secondary to:_________
Answers
Acute exacerbation of Addison's disease can lead to ECG changes and cardiovascular collapse as a result of electrolyte imbalance and also as a consequence of low blood volume due to the K retention and/or Na excretion.
What is Addison's disease?Addison's disease is a disorder associated with the faulty secretion of several hormones, which are fundamental to maintaining the homeostasis of the body (state of equilibrium) in normal conditions.
This disease (Addison's disease) is associated with electrocardiogram (ECG) changes due to arrhythmia caused by electrolyte imbalance issues, which is a process that depends on positive ion particles such as potassium K and sodium Na in normal concentration levels
In conclusion, acute exacerbation of Addison's disease can lead to ECG changes and cardiovascular collapse as a result of electrolyte imbalance and also as a consequence of low blood volume due to the K retention and/or Na excretion.
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What is a negative impact of digital communication?
A.
Access to information
B.
Ability to communicate across continents
C.
Information can be difficult to verify
D.
New marketplaces for more competition
Answers
Answer:
A
Explanation:
Information such as your card number and all can get to another person which will end on a negative impact to the public community online.
Finish the code for this bubble sort. Length = len(mylist) for n in range(length - 1): for test in range(n + 1, length): if mylist[n] mylist[test]: temp = mylist[n] mylist[n] = mylist [test] mylist[test] = temp print(mylist).
Answers
Note that the missing character is ">". This is to be inserted in the fourth line as follows: "if myList[n] > myList[test]:" With this, the code for the bubble sort is complete.
What is a bubble sort?Bubble sort, commonly referred to as sinking sort, is a basic sorting algorithm that continually moves through the input list element by element, comparing the current element with the one following it, exchanging their values if needed.
The term "responsibility" refers to the act of determining whether or not a person is responsible for his or her own actions. Just to the movement of air bubbles in the water that rise up to the surface, each element of the array migrate to the end in each iteration. As a result, it is known as a bubble sort.
One of the primary benefits of a bubble sort is that it is a simple algorithm to describe to a computer. There is just one duty to do (compare two values and, if needed, swap them). This results in a very tiny and straightforward computer application.
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What is required before securing the car
Answers
Answer:
Seatbelt
Explanation:
Often associated with the field of ___, a data analyst is skilled at analyzing large volumes of data in order to discover useful information for an organization
Answers
Often associated with the field of statistics, a data analyst is skilled at analyzing large volumes of data in order to discover useful information for an organization. Data analysts are responsible for turning raw data into meaningful insights that can be used by businesses to make decisions.
They use a variety of tools and techniques to analyze data, including statistical software, data visualization tools, and machine learning algorithms.
One of the key skills that a data analyst must possess is the ability to identify patterns and trends in data. They must be able to identify correlations between different variables and determine which ones are most significant. They must also be able to communicate their findings to other members of the organization in a clear and concise manner.
Another important skill for a data analyst is the ability to work with large datasets. Data analysts must be comfortable working with data in a variety of formats and be able to manipulate data to extract meaningful insights. They must also be able to work with databases and data warehouses, as well as understand concepts such as data mining and data cleansing.
In addition to these technical skills, data analysts must also possess strong communication and problem-solving skills. They must be able to work collaboratively with other members of the organization to identify data-related problems and find solutions. They must also be able to explain their findings to non-technical stakeholders in a way that is easy to understand.
Overall, a data analyst is a critical member of any organization that relies on data to make decisions. They are responsible for turning raw data into actionable insights that can help businesses succeed.
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Question 2 of 25
Which statement best describes the collection of data through experiments?
O A. Participants are asked to share their opinions about and
experiences in other experiments they have participated in.
B. Test subjects write their own hypotheses and test them in the
experiment.
C. A scientist forms a hypothesis and then tests that claim through a
hands-on approach with participants.
D. After the experiment the scientist and participants form a
hypothesis.
SUBMIT
Answers
The phrase "a scientist creates a hypothesis and then tests that assertion through a hands-on approach with participants" best sums up the process of gathering data through experiments.
What benefits do science experiments offer?A child's resourcefulness, particularly their abilities in goal-setting, planning, and problem-solving, are developed through science projects. Additionally, it fosters children's intellectual curiosity by teaching them new methods to think critically and understand the world.
Why is experimenting necessary and what is it?A study strategy known as experimentation involves purposefully manipulating one or more variables and then observing the results or effects on other variables. Controls are frequently used in experimental designs to monitor system variability and look for sources of error.
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what does a block cipher utilize in order to change plaintext characters into two or more encrypted characters? question 16 options: a mathematical structure known as an invertible matrix. a random noise sampling from the computer's hardware. a pseudorandom number generator defined by the encrypting language. a hardware encryption chip designed to perform obfuscation.
Answers
Block cipher utilizes a mathematical structure known as an invertible matrix in order to change plaintext characters into two or more encrypted characters.
What is block cipher?In cryptography, block cipher is a symmetric key algorithm. It is utilized to perform encryption and decryption of fixed-length data blocks. The input plaintext and output ciphertext are of the same length. Block cipher operates on the data by dividing it into fixed-size blocks and then applying the cryptographic transformation.
Block ciphers utilize a mathematical structure known as an invertible matrix to change plaintext characters into two or more encrypted characters. A block cipher can be implemented in various modes, including electronic codebook (ECB) mode, cipher-block chaining (CBC) mode, output feedback (OFB) mode, and counter (CTR) mode.
Block ciphers are widely utilized in applications that require secure storage or transmission of sensitive data. Some of the most popular block ciphers include the Advanced Encryption Standard (AES), the Data Encryption Standard (DES), and the Blowfish cipher.
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A que se refiere el texto cuando afirma que nadie puede decir" Jesus es el Señor! sino con el espiritu santo (1 corintios 12, 1-11
Answers
Answer:
creo que serefiere a que nadie puede desir que jesus es el senor si no cree en lo que el mismo dice es como mintiendo sobre ello
Explanation:
perdon si no es la respuesta no se esplicarlo muy bien
The first time a user launches the PowerPoint program, which view is shown allowing the user to access recent
presentations or create new presentations based on templates?
Answers
Answer:Click file, go to NEW then you can choose the template you would like to use to create your presenation.
Explanation:
Answer:
It might be edit view
Explanation:
What are limitations of AI
Answers
Explanation:
Limitations of artificial intelligence. One of the main barriers to implementing AI is the availability of data. Data is often siloed or inconsistent and of poor quality, all of which presents challenges for businesses looking to create value from AI at scale.
Answer:
Risks and limitations of artificial intelligence in business
Businesses are increasingly looking for ways to put artificial intelligence (AI) technologies to work to improve their productivity, profitability and business results.
However, while there are many business benefits of artificial intelligence, there are also certain barriers and disadvantages to keep in mind.
Limitations of artificial intelligence
One of the main barriers to implementing AI is the availability of data. Data is often siloed or inconsistent and of poor quality, all of which presents challenges for businesses looking to create value from AI at scale. To overcome this, you should have a clear strategy from the outset for sourcing the data that your AI will require.
Another key roadblock to AI adoption is the skills shortage and the availability of technical staff with the experience and training necessary to effectively deploy and operate AI solutions. Research suggests experienced data scientists are in short supply as are other specialised data professionals skilled in machine learning, training good models, etc.
Cost is another key consideration with procuring AI technologies. Businesses that lack in-house skills or are unfamiliar with AI often have to outsource, which is where challenges of cost and maintenance come in. Due to their complex nature, smart technologies can be expensive and you can incur further costs for repair and ongoing maintenance. The computational cost for training data models etc can also be an additional expense.
Software programs need regular upgrading to adapt to the changing business environment and, in case of breakdown, present a risk of losing code or important data. Restoring this is often time-consuming and costly. However, this risk is no greater with AI than with other software development. Provided that the system is designed well and that those procuring AI understand their requirements and options, these risks can be mitigated.
See also Industry 4.0 challenges and risks.
Other AI limitations relate to:
implementation times, which may be lengthy depending on what you are trying to implement
integration challenges and lack of understanding of the state-of-the-art systems
usability and interoperability with other systems and platforms
If you're deciding whether to take on AI-driven technology, you should also consider:
customer privacy
potential lack of transparency
technological complexity
If you're considering writing a tender document to procure AI, you can seek help from the Northern Ireland Artificial Intelligence Collaborative Network(link is external).
AI and ethical concerns
With the rapid development of AI, a number of ethical issues have cropped up. These include:
the potential of automation technology to give rise to job losses
the need to redeploy or retrain employees to keep them in jobs
fair distribution of wealth created by machines
the effect of machine interaction on human behaviour and attention
the need to address algorithmic bias originating from human bias in the data
the security of AI systems (eg autonomous weapons) that can potentially cause damage
the need to mitigate against unintended consequences, as smart machines are thought to learn and develop independently
While you can't ignore these risks, it is worth keeping in mind that advances in AI can - for the most part - create better business and better lives for everyone. If implemented responsibly, artificial intelligence has immense and beneficial potential.