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PCAP-31-03 Free Exam PDF - Certified Associate in Python Programming - 2023 | Braindumps

AICPA PCAP-31-03 : Certified Associate in Python Programming - 2023 Exam Dumps

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Latest 2023 Updated AICPA Certified Associate in Python Programming - 2023 Syllabus
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Exam Number : PCAP-31-03
Exam Name : Certified Associate in Python Programming - 2023
Vendor Name : AICPA
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PCAP-31-03 Exam Format | PCAP-31-03 Course Contents | PCAP-31-03 Course Outline | PCAP-31-03 Exam Syllabus | PCAP-31-03 Exam Objectives

EXAM CODE: PCAP-31-03

EXAM NAME: Certified Associate in Python Programming

SCORES:

Section 1 → 6 items, Max Raw Score: 12 (12%)

Section 2 → 5 items, Max Raw Score: 14 (14%)

Section 3 → 8 items, Max Raw Score: 18 (18%)

Section 4 → 12 items, Max Raw Score: 34 (34%)

Section 5 → 9 items, Max Raw Score: 22 (22%)

The test candidate who has passed the PCAP-31-03 exam demonstrates the following proficiency in Python programming:

- an ability to design, develop and improve multi-module computer applications coded in Python

- an ability to analyze and model real-life problems in OOP categories

- experience allowing her/him to take a job as a junior developer

- sufficient skills to create and develop her/his own programming portfolio

- the potential to use Python in everyday life applications including DIY activities

Section 1: Modules and Packages

Section 2: Exceptions

Section 3: Strings

Section 4: Object-Oriented Programming

Section 5: Miscellaneous

Modules and Packages (12%)

PCAP-31-03 1.1 – Import and use modules and packages

import variants: import, from import, import as, import *

advanced qualifying for nested modules

the dir() function

the sys.path variable

PCAP-31-03 1.2 – Perform evaluations using the math module

functions: ceil(), floor(), trunc(), factorial(), hypot(), sqrt()

PCAP-31-03 1.3 – Generate random values using the random module

functions: random(), seed(), choice(), sample()

PCAP-31-03 1.4 – Discover host platform properties using the platform module

functions: platform(), machine(), processor(), system(), version(), python_implementation(), python_version_tuple()

PCAP-31-03 1.5 – Create and use user-defined modules and packages

idea and rationale;

the __pycache__ directory

the __name__ variable

public and private variables

the __init__.py file

searching for/through modules/packages

nested packages vs. directory trees

Exceptions (14%)

PCAP-31-03 2.1 – Handle errors using Python-defined exceptions

except, except:-except, except:-else:, except (e1, e2)

the hierarchy of exceptions

raise, raise ex

assert

event classes

except E as e

the arg property

PCAP-31-02 2.2 – Extend the Python exceptions hierarchy with self-defined exceptions

self-defined exceptions

defining and using self-defined exceptions

Strings (18%)

PCAP-31-03 3.1 – Understand machine representation of characters

encoding standards: ASCII, UNICODE, UTF-8, code points, escape sequences

PCAP-31-03 3.2 – Operate on strings

functions: ord(), chr()

indexing, slicing, immutability

iterating through strings, concatenating, multiplying, comparing (against strings and numbers)

operators: in, not in

PCAP-31-03 3.3 – Employ built-in string methods

methods: .isxxx(), .join(), .split(), .sort(), sorted(), .index(), .find(), .rfind()

Object-Oriented Programming (34%)

PCAP-31-03 4.1 – Understand the Object-Oriented approach

ideas and notions: class, object, property, method, encapsulation, inheritance, superclass, subclass, identifying class components

PCEP-31-03 4.2 – Employ class and object properties

instance vs. class variables: declarations and initializations

the __dict__ property (objects vs. classes)

private components (instances vs. classes)

name mangling

PCAP-31-03 4.3 – Equip a class with methods

declaring and using methods

the self parameter

PCAP-31-03 4.4 – Discover the class structure

introspection and the hasattr() function (objects vs classes)

properties: __name__, __module__ , __bases__

PCAP-31-03 4.5 – Build a class hierarchy using inheritance

single and multiple inheritance

the isinstance() function

overriding

operators:

not is

, is

polymorphism

overriding the __str__() method

diamonds

PCAP-31-03 4.6 – Construct and initialize objects

declaring and invoking constructors

Miscellaneous (22%)

PCAP-31-03 5.1 – Build complex lists using list comprehension

list comprehensions: the if operator, nested comprehensions

PCAP-31-03 5.2 – Embed lambda functions into the code

lambdas: defining and using lambdas

self-defined functions taking lambdas as arguments

functions: map(), filter()

PCAP-31-03 5.3 – Define and use closures

closures: meaning and rationale

defining and using closures

PCAP-31-03 5.4 – Understand basic Input/Output terminology

I/O modes

predefined streams

handles vs. streams

text vs. binary modes

PCAP-31-03 5.5 – Perform Input/Output operations

the open() function

the errno variable and its values

functions: close(), .read(), .write(), .readline(), readlines()

using bytearray as input/output buffer

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How Crying Can Help You, Here Is What A Study Says

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They say that there's no sense in crying over spilled milk. But what do they know? Crying can get you another glass of milk if you do it loud enough. Plus, crying may serve a real physiologic purpose, according to a study published recently in Emotion, meaning the journal and not in an Emo-kind of way.

For the study, three researchers from the University of Queensland (Leah S. Sharman, Genevieve A. Dingle, and Eric J. Vanman) and one from Tilberg University (Ad J. J. M. Vingerhoets) recruited 197 female undergraduate students. They said that they choose all women rather than including men because pilot testing of sad videos had revealed that more women than men cried or at least more women revealed that they were crying. This did not account for the men who cried inside or used some bro-language or high fives to hide the crying.

The research team then showed each of the study participants either a video that are supposed to make them feel sad (sad videos) or a video that was not supposed to elicit any emotion (neutral videos) like something from a documentary or a ted talk. Each video lasted for close to 18 minutes. After the video, the researchers noted whether or not each participant had cried while watching the video. Ultimately, 65 participants watched the neutral video, 71 watched the sad video and cried during it, and 61 watched the sad video and did not cry. Presumably, no one cried during the neutral video. But then again, actor Bryce Dallas Howard was able to cry when Conan O'Brien talked about Home Depot in this Conan clip:

Then, each participant underwent a Cold Pressor Stress Test (CPT), which involved placing the participant's left hand, up to the wrist, in cold 0° to 5°C water. Unless you are the Iceman or Killer Frost, this is supposed to be painful. The research team measured how long each participant could stay in this position until pulling her hand out of the water. During the study, the research team continuously measured each participant's heart rate and respiratory rate and periodically measured cortisol levels from saliva samples. Cortisol is a stress-hormone that's produced by the body.

Also, at four points during the study, participants answered questions from the Positive and Negative Affect Scale short form (PANAS). These questions asked the degree to which the participant was experiencing ten different emotions and to rank each on a five-point scale that ranged from a one (very slightly or not at all) to a five (extremely).

When it came to cortisol levels and how long the participants could keep their hands submerged in the cold water, the study ended up finding not much difference between the neutral video watchers, the sad video non-criers, and the sad video criers. So if you are about to dunk yourself in cold water or take a cold shower, it may not help to cry first.

But here's a difference that the study found. Are you ready? Take a deep breath. The difference was breathing rates. While watching the videos, the non-criers tended to have elevations in their breathing rates, whereas, by contrast, the criers tended to maintain their initial breathing rates. In other words, tearing up could have helped participants better control their breathing rates. This provides further evidence that crying may help you better regulate arousal, serving as an emotional release.

Another interesting finding was that right before crying, participants tended to experience decreases in their heart rates, seemingly in anticipation of the crying. Once the crying began, their heart rates then tended to creep back up but not above where their heart rates had been before everything began. This may be further evidence that crying has a beneficial regulatory effect on your physiology.

So perhaps next time you start crying you can tell people that you are regulating your physiology. You've probably heard of people saying that they had a good cry and feel better after they've let the tears flow. It can be important to find reasonable ways to periodically release your emotions. Otherwise, you may end up bottling everything up like a hot air balloon that can explode when you least expect it.

Moreover, crying can be a way of communicating. It's really the only way that babies can express their needs before they learn how to say things like "why you throwing shade on me," or "I'm not Gucci." Crying can help communicate to others that you need more sympathy, comfort, or help. Of course, this can be misused. You don't want to cry every time your order at a restaurant doesn't come out right. And of course, there is the whole concept of crocodile tears: people crying to get something when they don't really mean it.

Crying can also be a way of communicating with yourself. Even when you cry alone, you may be telling yourself about your own state because, like many people, you could be terrible at reading your own emotions and situation. Tears could be your body's way of saying, "hey, take a break," or "something's not right," or "take care of yourself." Tearing up can then be a way of your body literally crying out to you.

Your body is a complex system. Crying can be complex. Your tears can flow when you are very sad, very angry, or even very happy. Better understanding what causes us to cry and what happens as a result could help us better handle our emotions and stress.

Researchers use artificial intelligence to help diagnose autism, study says

Researchers are proposing using artificial intelligence technology to help diagnose autism spectrum disorder.

In a recent article published in Scientific Reports, researchers from Brazil, France and Germany reportedly used magnetic resonance imaging to train a machine learning algorithm.

The work – in which the "quantitative diagnostic method" is proposed – was based on brain imaging data for 500 people, with more than 240 that had been diagnosed with autism.

WHAT IS ARTIFICIAL INTELLIGENCE (AI)?

Machine learning techniques were applied to the data.

"We began developing our methodology by collecting functional magnetic resonance imaging [fMRI] and electroencephalogram [EEG] data," Francisco Rodrigues, the last author of the article and a professor at the University of São Paulo’s Institute of Mathematics and Computer Science, explained in a statement.

AS AI SHOWS UP IN DOCTORS' OFFICES, MOST PATIENTS ARE GIVING PERMISSION AS EXPERTS ADVISE CAUTION

São Paulo University on November 15, 2015, in São Paulo, Brazil. (Frédéric Soltan/Corbis via Getty Images)

"We compared maps of people with and without ASD and found that diagnosis was possible using this methodology," he added.

The machine learning algorithm was fed with the maps, and the system was able to determine which brain alterations were associated with autism with above 95% mean accuracy.

While previous research proposes methods for diagnosing autism based on machine learning, the article notes it often uses a single statistical parameter that is not brain network organization.

Autism is a developmental disability caused by differences in the brain. (iStock)

CALIFORNIA MAN WITH SEVERE AUTISM BEATS RUBIK'S CUBE WORLD RECORD: 'EXUBERANCE IN OUR HEARTS'

Analyzing the fMRI data showed changes in certain brain regions associated with cognitive, emotional, learning and memory processes, and the cortical networks of autism patients showed more segregation, less distribution of information and less connectivity compared to controls.

"Until a few years ago, little was known about the alterations that lead to the symptoms of ASD. Now, however, brain alterations in ASD patients are known to be associated with certain behaviors, although anatomical research shows that the alterations are hard to see, making diagnosis of mild ASD much harder. Our study is an important step in the development of novel methodologies that can help us obtain a deeper understanding of this neurodivergence," Rodrigues said.

The Centers for Disease Control and Prevention headquarters in Atlanta, Georgia, on March 14, 2020. (Elijah Nouvelage/Bloomberg via Getty Images)

The methodology is under development and will take years to implement, according to the São Paulo Research Foundation, which supported the research.

CLICK HERE TO GET THE FOX NEWS APP

About one in 36 children has been identified with autism spectrum disorder, according to the Centers for Disease Control and Prevention.

Diagnosing the developmental disability can be difficult because there is no medical test, like a blood test, to do so.

Julia Musto is a reporter for Fox News and Fox Business Digital.

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