Which one of the following is not a part of the Deployment phase of a machine learning development project? Explain what phase(s) do address this issue, and why then?
Training end-users to incorporate the ML tool into their decision-making.
Devising a way to automate the data cleaning steps created in the Data Preparation phase.
Ensuring production servers handle the workload with acceptable speed and uptime.
Determining if customers will appreciate or "rebel against" the new process.

Answers

Answer 1

Determining if customers will appreciate or "rebel against" the new process is not a part of the Deployment phase of a machine learning development project. The correct option is d.

The above-mentioned falls under the Evaluation phase, which aims to evaluate the effectiveness and impact of the machine learning model in the real world.

During the Evaluation phase, the team typically assesses how well the model is performing in practice and whether it's delivering the intended outcomes. They may also collect feedback from end-users and customers to gauge their satisfaction and identify any potential issues.

The Deployment phase focuses on actually deploying the machine learning model into production, ensuring it works as intended, and that it's able to handle the expected workload. This phase includes tasks such as setting up infrastructure, deploying the model, and monitoring its performance in production.

Devising a way to automate the data cleaning steps created in the Data Preparation phase is also part of the Deployment phase. This involves developing scripts and workflows that can automate the process of cleaning and transforming data, so that the model can be trained on a consistent and reliable dataset.

Training end-users to incorporate the ML tool into their decision-making is also part of the Deployment phase. This involves providing training and support to end-users, so they can effectively integrate the machine learning model into their workflows and decision-making processes.

Therefore, the correct option is d.

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Related Questions

How did the Munich Pact affect Europe

Answers

Answer:it created an alliance between germany and russia

Explanation:

Individuals who are high users of pain-relieving medications are ________ to benefit from pain management programs than less frequent users.a. more likelyb. less likelyc. equally likelyd. unable

Answers

Those who take painkillers frequently are less likely to gain from pain management programs than people who use them less frequently. The correct option is b. less likely.

This is because long-term use of pain drugs can develop to reliance and tolerance, making it harder for patients to manage pain through non-medication-based alternatives. Furthermore, chronic use of painkillers can conceal underlying pain issues, making it challenging for medical practitioners to diagnose and effectively treat the underlying causes of pain.

As a result, it's crucial for people who frequently take painkillers to collaborate with their medical professionals to create a complete pain management plan that includes a number of methods, such as medication reduction measures and non-pharmacological therapies.

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describe in at least two sentences what has become known as the New England strategy of the British 

Answers

Answer:

The New England strategy of the British during the American Revolutionary War involved focusing their military efforts on the New England colonies in an attempt to isolate the rest of the colonies from their source of supplies and support. This strategy included capturing major cities such as Boston and New York and controlling key waterways and ports in the region.

FILL IN THE BLANK. A(n) ______ can be defined as any questioning or other action that is intended to elicit incriminating information from a suspect.

Answers

A(n) interrogation can be defined as any questioning or other action that is intended to elicit incriminating information from a suspect.

Miranda defines 'interrogation' as any police words or actions (other than those normally associated with arrest and custody) that the police should know are reasonably likely to elicit an incriminating response from the suspect.

"Inquiry” is defined as “the systematic search for information, knowledge, and the truth about certain things and matters of public interest.”

It is the process of solving a problem through researching and probing. It involves questioning and interrogation.

The differences between these three stages must be defined in the investigator's mind because they will be interviewing, questioning, and finally interrogating a suspect.

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FILL IN THE BLANK The effect of ______ on ______ was vividly demonstrated in Zimbardo's (1971) classic study of a simulated prison.

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The effect of situational factors on behavior was vividly demonstrated in Zimbardo's (1971) classic study of a simulated prison.

Zimbardo's (1971) classic study of a simulated prison demonstrated the effect of situational factors on behavior. The Stanford prison experiment conducted by psychologist Philip Zimbardo in 1971 was a simulated prison experiment where participants were randomly divided into guards and prisoners.

Zimbardo was investigating how situational factors can influence the behavior of people. The study was supposed to last for two weeks, but it had to be discontinued after six days due to the unethical treatment of the prisoners by the guards.

The guards started to display signs of sadism and tyranny, while the prisoners became increasingly passive and distressed. The experiment demonstrated how situational factors, such as power imbalance and dehumanization, can lead to negative behavioral changes.

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which of following is not a conventional grassroots campaigning method before elections? group of answer choices

Answers

Running TV ads. is not a conventional grassroots campaigning method before elections. The answer is C.

While door-to-door canvassing, phone banking, and leafleting are all conventional grassroots campaigning methods before elections, running TV ads is typically not considered a grassroots method. TV ads can be expensive and are usually run by political campaigns with significant funding, rather than by individual volunteers or small groups of activists.

Grassroots movements empower community members to contribute by taking responsibility and action for their community through self-organization. Grassroots movements employ a number of techniques, ranging from fundraising and voter registration to just fostering political discussion.

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Full Question: which of following is not a conventional grassroots campaigning method before elections? group of answer choices.

A. Door-to-door canvassing

B. Phone banking

C. Running TV ads

D. Leafleting

socialization reflects the process by which adolescents socialize their parents, much as parents socialize their adolescents.

Answers

The process of socialization, which includes parents socializing their kids rather than the other way around, is how people acquire and absorb the rules, values, beliefs, and actions of their society.

What does adolescent socializing entail?

Teenage socialization. Page 1. 60. Socialization, in its broadest sense, refers to the process by which young people are assisted in acquiring the skills required to perform successfully and competently as members of their social group or culture.

Why is it vital for adolescents to socialize?

Teenagers who have supportive social networks are not just happier, but also more physically fit. Teenagers that are socially engaged had better health in important areas including weight, blood pressure, and stress hormone levels.

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35. Green is typically used at lower elevations and orange or brown indicate higher elevations.
A.true
B.false

Answers

Answer:

true

Explanation:

green is used at lower elevations

fill in the blank. an effective group must have a(n)___, especially when the group is a cross-functional one, where different perspectives carry the seeds of conflict.

Answers

An effective group must have a(n) facilitator.

A facilitator is responsible for managing the group process, ensuring that everyone has an opportunity to speak, and guiding the group toward its goals.

In cross-functional groups, where different perspectives and areas of expertise may lead to conflict, a facilitator can help mediate disagreements and keep the group focused on its objectives. Facilitators can also help ensure that the group adheres to agreed-upon ground rules for communication and decision-making, and can encourage open and constructive dialogue among group members.

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you are preparing to present in front of a large audience. which of the following is a best practice for speaking to an audience?

Answers

When presenting to a large audience, it's important to focus on a good communication therefore the correct option is A.

It's stylish to be well- prepared before your  donation, know your  followership, and have a good understanding of the material you'll be presenting. It's also important to speak  easily, maintain eye contact with your  followership, and use gestures and body language to emphasize your points. also, it's important to be  apprehensive of your pace and

volume when speaking, and to keep your  donation organized and on track. Eventually, a good practice is to use  illustrations,  similar as slides or  vids, to illustrate your points and keep your  followership engaged. Following these stylish practices will  insure a successful  speaking.

Hence  the correct option is A.

Question is incomplete the complete question is

you are preparing to present in front of a large audience. which of the following is a best practice for speaking to an audience?

a. good communication

b normal communication

c bad communication

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explain how the pan african movement & nationalism led to independence in kenya and nigeria

Answers

Answer:

The Pan African Movement and African Nationalism played a key role in the independence of Kenya and Nigeria. The Pan African Movement, led by W.E.B. Du Bois, Marcus Garvey, and others, pushed for the unity and solidarity of African people throughout the continent, and emphasized the importance of African self-determination and African pride. This was echoed in the African Nationalism movement, which sought to end colonial rule, unite African peoples, and create independent African states.

In both Kenya and Nigeria, the Pan African Movement and African Nationalism inspired activists to organize protests and push for independence. In Kenya, the Mau Mau uprising and the Kenya African Union (KAU) led the fight for independence. Similarly, in Nigeria, activists such as Nnamdi Azikiwe and Obafemi Awolowo formed National Council of Nigeria and the Cameroons (NCNC) to push for independence. The combination of African nationalism, Pan African solidarity, and activism ultimately led to the independence of both Kenya and Nigeria in 1963 and 1960 respectively.

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T/F. The author is not putting the cart before the horse. She does not assume anything about the moral status of the alternative actions she is considering before she finishes the analysis.

Answers

"The author is not putting the cart before the horse. She does not assume anything about the moral status of the alternative economic she is considering before she finishes the analysis. The given statement is true.

Our view of moral standing incorporates equal consequentialist treatment for all sentient beings while attributing the stronger protection of rights. He acted as if the normal norms didn't apply to him. He attempted to re-connect philosophy. It is significant to emphasise that food culture and diet are not indefinitely flexible. Minds, then, are not passively observing the world.Even when he collapses while repairing the windmill, his initial thoughts are not of himself but of the labour.

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Conduct online research to find 5 examples of advertisements that use the word “free” or advertise deep discounts. Note the feature of the advertisement that makes it fall within the law and/or guidelines. Check whether the font is clear enough to indicate that the consumer must buy a product of equal or greater value to get the free item.

Answers

Answer:

Here are five examples of advertisements that use the word "free" or advertise deep discounts and the features that make them fall within the law and guidelines:

1. Example: "Buy One Get One Free" deal at a grocery store

Feature: The advertisement clearly states that the customer must purchase one item to get another item for free. The font is clear and easily readable.

2. Example: "Free Shipping on Orders over $50" offer on a retail website

Feature: The advertisement clearly states the minimum purchase amount required to get free shipping. The font is clear and easily readable.

3. Example: "50% off Everything" sale at a clothing store

Feature: The advertisement clearly states the discount percentage, and there are no restrictions or conditions listed. The font is clear and easily readable.

4. Example: "Free Trial for 30 Days" offer for a streaming service

Feature: The advertisement clearly states the length of the free trial period, and the font is clear and easily readable. The offer does not require the customer to purchase anything.

5. Example: "Free Gift with Purchase" promotion at a cosmetics store

Feature: The advertisement clearly states that the customer must make a purchase to get the free gift. The font is clear and easily readable, and there are no hidden fees or conditions.

Bandura's treatment mode in which clients are trained to visualize models performing fearful behaviors is
A. overt modeling.
B. covert modeling.
C. vicarious modeling.
D. active imagination.
E. enactive mastery.
B

Answers

Bandura's treatment mode in which clients are trained to visualize models performing fearful behaviors is called covert modeling.

Covert modeling is a type of modeling therapy in which the individual imagines themselves successfully coping with a feared situation or stimulus. The goal is to help the individual overcome their fears or phobias by gradually exposing them to the feared situation in a safe and controlled way.

Covert modeling is based on Bandura's social learning theory, which suggests that individuals can learn new behaviors and skills by observing and modeling the behavior of others. By visualizing successful coping strategies, individuals can build their confidence and reduce their anxiety when faced with the feared stimulus.

In contrast, overt modeling involves directly observing and imitating the behavior of a model, while vicarious modeling involves observing the consequences of another person's behavior. Active imagination is a technique used in psychotherapy to help clients explore and process their emotions and experiences through creative visualization, while enactive mastery involves actively facing and overcoming a feared stimulus through direct exposure.

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Which of the following locations would contain a wide variety of sediment, from large angular blocks to fine rock powder, produced from grinding of the rocks?

Answers

A location that would contain a wide variety of sediment, from large angular blocks to fine rock powder, produced from grinding of the rocks is a glacial environment.

Glaciers are massive bodies of ice that move slowly over land, carrying with them rock debris from the area they are passing over. As the glacier moves, it grinds against the underlying rock, producing a wide range of sediment sizes. The largest rocks may be moved as blocks on the surface of the glacier, while smaller rocks and pebbles can be embedded within the ice. The finer rock powder or "rock flour" is created by the grinding of rocks as the glacier moves, and can be transported by meltwater streams or deposited directly as sediment. Thus, a glacial environment is likely to have a wide variety of sediment sizes, ranging from large angular blocks to fine rock powder.

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cognitive dissonance happens when you are seeing inconsistent cognitions. however, this does not apply to inconsistent cognition and action.

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The core tenet of cognitive dissonance theory is that when two ideas are inconsistent, people suffer cognitive conflict called dissonance. Because cognitive dissonance is unpleasant, people strive to eliminate it by modifying one or both of their beliefs.

When a person's actions and beliefs do not complement one other, or when they possess two contradicting views, cognitive dissonance emerges. It produces discomfort, which pushes people to want to feel better.

According to cognitive dissonance theory, when an individual's action contradicts his or her opinions and beliefs, an underlying psychological tension is formed. This underlying tension then encourages an individual to adopt a new attitude, resulting in consistency between thoughts and behaviors.

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This is an incomplete question. The complete question is:

cognitive dissonance happens when you are seeing consistent cognition, however, this does not apply to inconsistent cognition and action. Explain and justify the statement.

an over-emphasis on state sovereignty creates which of the following problems from a classic liberal perspective?

Answers

From a classic liberal perspective, an over-emphasis on state sovereignty creates the problem of limiting individual freedom and liberty.

Classic liberalism places a strong emphasis on individual rights, and the state's primary role is to protect these rights. When state sovereignty is overemphasized, it can lead to the state becoming too powerful, and its actions may infringe on individual rights and freedoms.

An over-emphasis on state sovereignty can also lead to the potential for abuses of power, such as authoritarianism or tyranny, which can restrict individual liberty and undermine democracy. This perspective emphasizes the importance of limiting state power and ensuring that governments are accountable to the people they govern.

Overall, classic liberals believe in a limited government that is focused on protecting individual rights and freedoms, and an overemphasis on state sovereignty can undermine this ideal by granting too much power to the state and limiting individual liberty.

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31. When Bob assumes all women should have the same status and behave in the same way his expectations about gender:
c. Influences both males and females.

Answers

When Bob assumes all women should have the same status and behave in the same way, his expectations about gender conform to societal norms. Here option A is the correct answer.

This is because societal norms dictate what is considered typical or expected behavior based on one's gender. Bob's assumptions about women's behavior and status are based on societal expectations and stereotypes, rather than individual experiences or scientific research.

Gender norms are often based on social constructions and expectations of masculinity and femininity, which can be limiting and perpetuate inequality. These norms are not based on scientific research or personal experience, but rather on cultural and societal expectations. Challenging gender norms involves questioning and changing these expectations, allowing for greater individual expression and acceptance of diversity.

Bob's assumptions about women's behavior and status based on societal norms can perpetuate gender stereotypes and contribute to gender inequality. It is important to recognize and challenge these norms to promote greater gender equality and social justice.

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Complete question:

When Bob assumes all women should have the same status and behave in the same way his expectations about gender:

A) Conform to societal norms

B) Challenge societal norms

C) Influences both males and females.

D) Reflect scientific research

explain three ways that show how your personal online profile or post could negatively influence a prospective employers view of you during the recruitment process​

Answers

Answer:

Read Below:

Explanation:

Posting or sharing inappropriate content, such as offensive jokes or discriminatory comments, can harm your online reputation and give the impression that you are not a professional candidate. Such content is likely to be viewed negatively by prospective employers as an indication of poor judgment, a lack of integrity, or even a potential liability to the organization. As a result, it's critical to maintain a professional online image and avoid posting anything that could be perceived as offensive or inappropriate.

Inconsistent Information: Inconsistent information, such as mismatched employment dates, qualifications, or job titles, can cause confusion and raise questions about your honesty and credibility. Such inconsistencies may raise a red flag with prospective employers, who may conclude that you are not trustworthy or reliable. It's critical that the information you provide on your online profile matches what is on your resume and other professional documents.

Negative Comments: Posting negative comments about previous employers, colleagues, or clients can give prospective employers a negative impression of you. This could imply that you are difficult to work with, have little regard for others, and are not a good fit for their organization. Prospective employers seek candidates who are professional, respectful, and capable of working collaboratively with others. As a result, it's critical to avoid making negative comments online and instead focus on emphasizing your strengths and positive qualities.

is present when managers know the possible outcomes of a particular course of action and can assign probabilities to them.

Answers

Risk is present when managers know the possible outcomes of a particular course of action and can assign probabilities to them.

In other words, risk refers to the degree of uncertainty attached to the possibility of suffering a loss or having a bad outcome as a result of a choice or action.

By analyzing the possible results of various courses of action, estimating the likelihood that each result will materialize, and weighing the advantages and disadvantages of each possibility, managers can assess and manage risk.

Organizations that practice effective risk management are better able to make informed decisions, reduce losses, and accomplish their objectives.

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Which of the following events would probably be LEAST likely to occur in one's 20s according to the cultural life script hypothesis?
a. going to college
b. having a first crush
c. getting married
d. having children

Answers

Having a first crush  events would probably be LEAST likely to occur in one's 20s according to the cultural life script hypothesis. Option (b)

According to the cultural life script hypothesis, cultural norms and expectations shape individuals' expectations about the timing of life events. Based on this hypothesis, the event that would be LEAST likely to occur in one's 20s is getting married. This is because the life script suggests that getting married is typically associated with later stages of life, such as the 30s and 40s.

In contrast, events such as going to college, having a first crush, and having children are generally expected to occur during one's 20s. However, it is important to note that the cultural life script hypothesis is a broad generalization, and individual experiences may vary based on a variety of factors, such as cultural background, socioeconomic status, and personal values.

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what are the different problems in your community that can affect your daily life

Answers

Answer:

Different communities around the world may face a wide range of problems that can affect people's daily lives. Some common problems that people may face in their communities include:

Lack of access to clean water and sanitation: In many parts of the world, people may not have access to clean water and proper sanitation facilities, which can lead to the spread of diseases and poor health.

Poor infrastructure: Communities may face issues with poor roads, unreliable electricity, inadequate housing, and other infrastructure-related problems that can make daily life challenging.

Poverty and economic inequality: Economic inequality and poverty can lead to a wide range of problems, including limited access to education, healthcare, and job opportunities.

Crime and violence: Crime and violence can make people feel unsafe in their communities and can have a significant impact on daily life.

Environmental issues: Environmental problems such as air pollution, deforestation, and climate change can have a significant impact on people's health and well-being.

Social and cultural issues: Communities may face social and cultural issues such as discrimination, racism, and intolerance, which can affect people's daily lives and sense of belonging.

These are just a few examples of the many problems that different communities may face. The specific challenges will depend on various factors, including the location, culture, and socioeconomic status of the community.

Explanation:

crime and violence and lack of clean water

Which of the following types of self-disclosure is most likely to lead to feelings of intimacy between individuals? a. Understand b. Apply c. Emotional

Answers

Emotional self-disclosure is most likely to lead to feelings of intimacy between individuals. Emotional self-disclosure involves revealing one's emotions, feelings, and vulnerabilities to another person. So the correct option is C.

This type of self-disclosure is intimate because it involves sharing personal and often sensitive information, which can create a sense of closeness and connection between individuals. Emotional self-disclosure can be especially effective in building and strengthening relationships when it is reciprocated by the other person. When two people share emotional self-disclosure, it can create a mutual sense of trust and understanding that can deepen their bond and foster greater intimacy.

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look at picture below for 20 points (if you troll I will get banned)​

Answers

I am Pretty sure the answer is A (The Third Option in the answer choices in the bottom of the picture)

clarify the term fair discrimination​

Answers

Answer: Fair Discrimination is a sensible way to be selective in choosing the right people in recruitment.

Explanation:

If a person is applying to drive a cab then its fair to use "Driver's License" as a criterion.

A relationship in which husband and wife both pursue careers and share housekeeping and childrearing responsiblities is ________.

Answers

A relationship in which husband and wife both pursue careers and share housekeeping and childrearing responsibilities is known as a dual-career family.

In this type of family, both partners contribute financially and take on domestic responsibilities, which can help to reduce gender inequalities and promote gender equity within the household.

Dual-career families have become increasingly common in modern society, as more women enter the workforce and traditional gender roles evolve. However, balancing career and family responsibilities can be challenging, and dual-career couples may face unique stressors related to time management, childcare, and work-life balance.

To navigate these challenges, dual-career couples may need to engage in effective communication, negotiate household responsibilities, and support each other's career aspirations. With mutual understanding and support, dual-career families can thrive and achieve a more equitable distribution of labor and resources within the household.

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D. The President nominates and confirms the federal judges.
a.
True
b. False

Answers

Answer:

D. The President nominates and confirms the federal judges.

a.

True

b. False

Explanation:

b. False.

The President nominates federal judges, but they must be confirmed by the Senate.

fill in the blank. surveys show that 25 percent of all trips in the united states are less than 1 mile, and yet___percent of these trips are taken by car.

Answers

According to surveys, 25% of all trips in the United States are less than one mile, but 75% of these trips are made by car.

A ratio is an ordered pair of numbers a and b, denoted by the symbol a / b, in which b no longer equals zero.

A percentage is an equation in which two ratios are set to be exactly the same.

For example, if there is one boy and three women, the ratio could be written as 1: 3 (for every one boy, there are three ladies).

A percent is a range of or ratio that represents a fraction of one hundred in mathematics. It's far frequently denoted by the image "%" or certainly as "percentage" or "pct." For example, 35% is equal to decimal zero. 35 is a fraction.

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In a philosophical sense, what are some ways Thomas Kuhn could be right and wrong in his argument towards science?

Answers

Thomas Kuhn's argument towards science, as presented in his influential book "The Structure of Scientific Revolutions", has been both praised and criticized by philosophers of science.

How can Thomas Kuhn's Argument on Science be Right and Wrong?

Here are some ways in which Kuhn's argument could be seen as both right and wrong:

Ways in which Kuhn could be right:

Science is not a purely rational process: Kuhn was right in highlighting that scientific progress is not solely based on the accumulation of empirical evidence or the application of logical reasoning. Instead, scientific research is influenced by social and historical factors, including scientific paradigms, cultural values, and political interests.Paradigm shifts do occur in science: Kuhn was right in emphasizing that scientific progress is not linear and cumulative, but rather is characterized by periods of normal science, punctuated by paradigm shifts. These shifts involve a radical rethinking of the underlying assumptions, methods, and concepts of a scientific field, and often require a break with the past.Science is a human endeavor: Kuhn was right in highlighting that science is not a purely objective pursuit, but rather is shaped by the values, beliefs, and interests of the scientists themselves. Scientific research is conducted by fallible human beings, who are subject to cognitive biases and limitations, and who may be influenced by social, economic, and political factors.

Ways in which Kuhn could be wrong:

Progress in science is not arbitrary: Kuhn was criticized for presenting a view of scientific progress as arbitrary, with no objective criteria for evaluating one paradigm against another. Critics argue that scientific progress is not merely a matter of subjective preference or cultural norms, but rather is based on empirical evidence and logical reasoning.Science is not immune to criticism: Kuhn was criticized for presenting a view of science as an insulated, self-contained enterprise, immune to external criticism. Critics argue that science is subject to scrutiny and critique from multiple sources, including other scientists, philosophers, and the wider society.Scientific revolutions are not always dramatic: Kuhn was criticized for presenting a view of scientific revolutions as dramatic, paradigm-shifting events. Critics argue that scientific progress can also occur through incremental improvements, rather than through radical paradigm shifts.

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What are good films

on the concept of what goes around comes around​

Answers

When a couple gets married, they are in the prime of their lives. It may have all come to an end because of a tragic tragedy, but Jack's family never gives up the battle. When a couple gets married, they are in the prime of their lives.

Examples of what comes around, goes around?

What goes around, eventually comes around. I feel a little bad for her, but I guess she never helped anyone, and what goes around comes around. (Saying) How someone acts toward other people will effect how those people will act toward them in the future.

Meaning of life: What goes around, comes around?

used to indicate that if someone treats other people harshly he or she would eventually be treated badly by someone else. You shouldn't treat them badly.

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