General 'mental short-cuts' or quick decision-making rules, such as, 'you get what you pay for' or 'shorter lines move more quickly' could be considered what type of problem-solving strategy? a. The IDEAL strategy b. Graphic representations c. Brainstorming d. Heuristics

Answers

Answer 1

The general 'mental short-cuts' or quick decision-making rules, such as, 'you get what you pay for' or 'shorter lines move more quickly' could be considered as a problem-solving strategy is d. Heuristics.

Heuristics are mental shortcuts or rules of thumb that help us make decisions or solve problems quickly and efficiently. They are often based on past experience or common sense and can be useful in many situations. However, they can also lead to cognitive biases and errors in judgment. The other options, the IDEAL strategy, graphic representations, and brainstorming, are also problem-solving strategies but they do not involve the use of mental shortcuts or quick decision-making rules.

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Related Questions

On a negatively grounded system, the
Jump Pack negative clamp should be
attached to the when engine starting.

Answers

Answer:

Explanation:

The positive (red) cable should be attached to the positive terminals on each battery. The negative (black) cable should have one end attached to the negative terminal of the dead battery, and one end grounded.

Start by connecting the positive (often red) clamps of the jumper cables to the positive terminals of your battery. These are often marked, but they can be hard to see. Be sure to look closely to ensure that you are connecting to the right portion of the battery.

A company has deployed a business-critical application in the AWS Cloud. The application uses Amazon EC2 instances that run in the us-east-1 Region. The application uses Amazon S3 for storage of all critical data. To meet compliance requirements, the company must create a disaster recovery (DR) plan that provides the capability of a full failover to another AWS Region. What should a solutions architect recommend for this DR plan? A. Deploy the application to multiple Availability Zones in us-east-1. Create a resource group in AWS Resource Groups. Turn on automatic failover for the application to use a predefined recovery Region. B. Perform a virtual machine (VM) export by using AWS Import/Export on the existing EC2 instances. Copy the exported instances to the destination Region. In the event of a disaster, provision new EC2 instances from the exported EC2 instances.C. Create snapshots of all Amazon Elastic Block Store (Amazon EBS) volumes that are attached to the EC2 instances in us-east-1. Copy the snapshots to the destination Region. In the event of a disaster, provision new EC2 instances from the EBS snapshots. D. Use S3 Cross-Region Replication for the data that is stored in Amazon S3. Create an AWS CloudFormation template for the application with an S3 bucket parameter. In the event of a disaster, deploy the template to the destination Region and specify the local S3 bucket as the parameter.

Answers

For this DR plan, a solutions architect should recommend option D. Using S3 Cross-Region Replication for the data that is stored in Amazon S3 provides a reliable and efficient way to replicate critical data to another AWS Region.

AWS CloudFormation template for the application with an S3 bucket parameter. In the event of a disaster, deploy the template to the destination Region and specify the local S3 bucket as the parameter.

This ensures that all critical data is available in case of a disaster. Additionally, creating an AWS CloudFormation template for the application with an S3 bucket parameter allows for easy deployment to the destination Region in the event of a disaster. This option also ensures compliance with regulations as all critical data is stored in the replicated S3 bucket. A solutions architect should recommend the following disaster recovery (DR) plan for a company with a business-critical application in the AWS Cloud: Use S3 Cross-Region Replication for the data stored in Amazon S3. Thus, Using S3 Cross-Region Replication for the data that is stored in Amazon S3 provides a reliable and efficient way to replicate critical data to another AWS Region is a correct statement.

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find the transfer function using both block diagram reduction and signal flow graph

Answers

The transfer function can be found using both block diagram reduction and signal flow graph. Mostly, transfer functions are defined as the ratio of output to input, with all the initial conditions assumed to be zero. It is very useful in control engineering and network analysis as well.

There are different methods to find the transfer function, but two of them are Block diagram reduction and Signal flow graph. The block diagram reduction method is a basic and straightforward method that helps in finding the transfer function. The method involves finding the overall transfer function of the system by combining the smaller transfer functions of the various components present in the system. The following steps are followed to find the transfer function:

Step 1: Draw the block diagram of the given system

Step 2: Reduce the blocks present in the block diagram to a single block

Step 3: Continue the reduction process until only a single block is left in the diagram

Step 4: Obtain the transfer function of the system

In the signal flow graph method, the block diagram is converted into a graph, and the transfer function is found using this graph. Each node in the graph represents the system's variables, and each edge represents the transfer function. The following steps are followed to find the transfer function using a signal flow graph:

Step 1: Draw the signal flow graph

Step 2: Write the transfer function for each branch

Step 3: Write the equation for each node in terms of its incoming edges

Step 4: Write the transfer function of the system as a function of the output node

In conclusion, the transfer function can be found using both block diagram reduction and signal flow graph methods. The block diagram reduction method involves reducing the blocks in the diagram to a single block, while the signal flow graph method involves converting the block diagram into a graph and finding the transfer function using the graph. Both methods are useful in control engineering and network analysis.

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Online merchants can protect themselves from fraudulent purchase transactions by assessing various fraud indicators, such as _______________.

purchase time

customer age

state where product was ordered

misspellings in billing addresses

purchase date

Answers

Online merchants can protect themselves from fraudulent purchase transactions by assessing various fraud indicators, such as purchase Time, customer age, state where product was ordered, misspellings in billing addresses, and purchase date.

Online retailers may safeguard themselves against fraudulent purchase transactions by evaluating numerous fraud signs, such as:

Purchase Time: Unusual late-night or early-morning purchases may arouse suspicion, as fraudulent transactions sometimes take place during off-peak hours.

Customer Age: Assessing the customer's age might give information, since transactions from younger or recently formed accounts may be more likely to be fraudulent.

State where the product was ordered: Tracking the location of the customer's order might be useful since particular areas or nations may have a greater incidence of fraudulent behaviour.

Misspellings in Billing Addresses: Misspellings or irregularities in billing addresses might be a warning sign.

Purchase Date: Tracking the purchase date can assist spot suspicious trends, such as several significant transactions in a short period of time or an unexpected spike in transaction frequency.

Thus, while these indications can aid in the detection of possible fraud, they should be utilized in conjunction with other security measures and fraud detection systems to properly limit risks.

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A wastewater treatment plant treats 20 MGD of wastewater containing 950 mg/L of suspended solids in a primary clarifier that has a 20% suspended solids removal efficiency. The rate of sludge collection, the flow rate out the bottom of the clarifier, is 0.08 MGD.
a) What is the solids concentration (in mg/L) in the sludge leaving the clarifier?
b) What mass of solids (in kg/y) is removed annually by the primary clarifier?

Answers

Answer:

a) 47500 mg/L

b) 5250366.444  kg/year

Explanation:

Given data:

suspended solids removal efficiency = 20%

Flowrate in the primary clarifier ( Q ) = 20 MGD ( change to Liters/day

Q = 20* 10^6 * 3.785412  Liters /day

settled concentration  ( St ) = 950mg/L * 0.2 = 190 mg/L

amount of settled solid = Q * St

                                   = ( 20* 10^6 * 3.785412 ) * 190  = 14384.5656 kg/day

∴ Amount going into sludge with a flowrate of 0.08 MGD = 14384.5656 kg/day

a) concentration of solid in sludge  ( leaving the clarifier )

= amount of settled solid / flow rate out of the clarifier in liters/day

= 14384.5656 / ( 0.08 * 10^6 * 3.785412 )

= 0.0475 kg/L

= 47500 mg/L

b) Determine mass of solids that is removed annually

= 14384.5656 kg/day * 365 days

= 5250366.444  kg/year

Consider a hilly area in which new homes are being constructed. As rain falls on the site, without any controls, water running off the site would carry eroded soil particles to a nearby creek, polluting it badly. A detention pond is built to catch the particle-laden runoff at the bottom of the hill, to allow the soil particles to accumulate in the bottom of the pond while cleaner water overflows out of the pond and into the creek. For simplicity, assume that the rain is steady, all flows are steady, and ignore any transient effects on pond and water concentrations of soil particles. The water generated by the rain storm has a flow rate of 5.00 m^3/min and entrains a concentration of particles of 4000. mg/L as it runs over the land. The nearby creek has a flow rate of 120. m3/min and normally carries an ambient concentration of 15.0 mg/L of soil particles. The detention pond will catch and remove most of the soil particles from the runoff, leaving outflow water (the water exiting the pond and flowing to the creek) with a concentration of 400. mg/L. Assume that 5% of the water that comes into the pond will seep down through the bottom (filtering out all particles), while the rest will over flow into the creek.


Required:

a. Calculate the mass of mud accumulated in the detention ponds after three hours of this rainfall/runoff.

b. Calculate the concentration of particles in the creek after mixing with the overflow from the pond.

Answers

After three hours of rainfall/runoff, the mass of mud accumulated in the detention pond can be calculated by considering the flow rate and concentration of particles in the inflow water.

The concentration of particles in the creek after mixing with the overflow from the pond can be determined based on the flow rates and concentrations of the pond outflow and the ambient creek water.

To calculate the mass of mud accumulated in the detention pond after three hours of rainfall/runoff, we need to consider the flow rate and concentration of particles in the inflow water. The inflow water has a flow rate of 5.00 m^3/min and a particle concentration of 4000 mg/L. Since the rain is steady, we can assume a constant inflow rate over the three-hour period. By multiplying the inflow flow rate by the particle concentration and the duration (in minutes) of three hours, we can calculate the mass of mud accumulated in the detention pond.

To determine the concentration of particles in the creek after mixing with the overflow from the pond, we need to consider the flow rates and concentrations of the pond outflow and the ambient creek water. The pond outflow has a concentration of 400 mg/L and is a fraction of the inflow water that overflows into the creek. By adding the product of the pond outflow concentration and flow rate to the product of the ambient creek water concentration and flow rate, divided by the sum of the two flow rates, we can calculate the concentration of particles in the creek after mixing.

These calculations provide insights into the amount of mud accumulated in the pond and the resulting concentration of particles in the creek, allowing for an assessment of the effectiveness of the detention pond in mitigating pollution from soil particles in the runoff.

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Examine the distortion properties of an RC low-pass filter (shown in Fig. 2-15). Assume that the filter input consists of a bandpass signal that has a bandwidth of 1 kHz and a carrier frequency of 15 kHz. Let the time constant ofthe filter be To-RC-10^-5, s. (a) Find the phase delay for the output carrier. (b) Determine the group delay at the carrier frequency. (c) Evaluate the group delay for frequencies around and within the frequency band of the signal. Plot this delay as a function of frequency. (d) Using the results of (a) through (c), explain why the filter does or does not distort the band- pass signal.

Answers

(a) To find the phase delay for the output carrier, we need to calculate the phase shift introduced by the RC low-pass filter. The phase shift can be determined using the formula:

Phase Shift = -arctan(2πfRC)

where f is the frequency of the carrier signal and RC is the time constant of the filter.

Given that the carrier frequency is 15 kHz and the time constant is T0 = RC = 10^-5 s, we can substitute these values into the formula:

Phase Shift = -arctan(2π * 15 kHz * 10^-5 s) = -arctan(0.03π) ≈ -0.094 radians

Therefore, the phase delay for the output carrier is approximately -0.094 radians.

(b) The group delay at the carrier frequency can be calculated by differentiating the phase shift with respect to frequency. However, in this case, since the frequency is constant (15 kHz), the group delay is simply the derivative of the phase shift with respect to frequency evaluated at the carrier frequency.

Group Delay = d(Phase Shift)/df |f=fcarrier = 0

Therefore, the group delay at the carrier frequency is zero.

(c) To evaluate the group delay for frequencies around and within the frequency band of the signal, we can calculate the derivative of the phase shift with respect to frequency for different frequencies. The group delay can be obtained by taking the negative derivative of the phase shift.

Group Delay = -d(Phase Shift)/df

We can plot this delay as a function of frequency to observe its behavior. The group delay is expected to increase as the frequency approaches the cutoff frequency of the low-pass filter.

(d) Based on the results of (a) through (c), the RC low-pass filter will introduce a phase delay for the output carrier but will not distort the bandpass signal significantly. The phase delay shifts the phase of the output signal, but the group delay at the carrier frequency is zero, indicating that there is no time delay introduced specifically for the carrier frequency. The group delay for frequencies within the frequency band of the signal will be small and relatively constant. This suggests that the filter does not introduce significant distortion to the bandpass signal, preserving its shape and characteristics within the passband.

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When configuring a distribution system port on a WLC, which of the following statements are correct? Each correct answer represents a complete solution. Choose all that apply. A The port should be connected to a switch port in trunking mode. B U с D U U U The WLC will negotiate with the connected switch to bring up an 802.1Q trunk link. The port should be connected to a switch port in access mode. The WLC must use an unconditional 802.1Q trunk link with the connected switch.

Answers

When configuring a distribution system port on a Wireless LAN Controller (WLC), the correct statements are:

A) The port should be connected to a switch port in trunking mode.

B) The WLC will negotiate with the connected switch to bring up an 802.1Q trunk link.

These statements represent a complete solution for configuring the distribution system port on a WLC.

Connecting the port to a switch port in trunking mode (option A) allows for the transmission of multiple VLANs over a single link. This is necessary for carrying the traffic of different wireless SSIDs and VLANs managed by the WLC.

The WLC will negotiate with the connected switch to establish an 802.1Q trunk link (option B). This negotiation process involves exchanging VLAN information between the WLC and the switch, ensuring that the appropriate VLANs are allowed on the trunk link. This allows the WLC to communicate with the switch and manage wireless traffic across the network.

On the other hand, the statements "The port should be connected to a switch port in access mode" (option C) and "The WLC must use an unconditional 802.1Q trunk link with the connected switch" (option D) are incorrect.

Connecting the port to a switch port in access mode (option C) would limit the WLC's capability to handle multiple VLANs and manage traffic for different SSIDs. It is essential to use trunking mode to enable the transmission of multiple VLANs.

The statement regarding the WLC using an unconditional 802.1Q trunk link (option D) is not accurate. The negotiation process is typically used to establish the trunk link, and it is not considered unconditional.

To summarize, when configuring a distribution system port on a WLC, the correct statements are that the port should be connected to a switch port in trunking mode, and the WLC will negotiate with the connected switch to bring up an 802.1Q trunk link. These configurations allow for the transmission of multiple VLANs and efficient management of wireless traffic.

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List the 5 parts of a system and describe them

Answers

Answer:

Computer hardware. This is the physical technology that works with information. ...

Computer software. The hardware needs to know what to do, and that is the role of software. ...

Telecommunications. ...

Databases and data warehouses. ...

Human resources and procedures.

Explanation:

A single crystal of a metal that has the FCC crystal structure is oriented such that a tensile stress is applied parallel to the [100] direction. If the critical resolved shear stress for this material is 1.98 MPa, calculate the magnitude of applied stress necessary to cause slip to occur on the (111) plane in the direction.

Answers

Answer:

the magnitude of the stress necessary to cause slip to occur on the (111) plane in the \([1 0 \overline 1]\) direction is 4.85 MPa

Explanation:

From the given information;

To determine the angle \(\phi\) between the direction [100] and [111]; we have:

\(\phi = cos ^{-1} [\dfrac{u_1u_2+v_1v_2+w_1w_2}{ \sqrt{(u_1^2+v_1^2+w_1^2) (u_2^2+v_2^2+w_2^2) }}}\)

where;

[u₁,v₁,w₁] and [u₂, v₂, w₂] are directional indices.

replacing 1 for u₁ , 0 for v₁ and 0 for w₁  ;

also replacing 1 for u₂, 1 for v₂ and  1 for w₂ ; we have :

\(\phi = cos ^{-1} [\dfrac{1*1+0*1+0*1}{ \sqrt{(1^2+0^2+0^2) (1^2+1^2+1^2) }}}\)

\(\phi = 54.7^0\)

To determine the angle \(\lambda\) for the slip direction \([1 0 \overline 1]\)

\(\lambda= cos ^{-1} [\dfrac{u_1u_2+v_1v_2+w_1w_2}{ \sqrt{(u_1^2+v_1^2+w_1^2) (u_2^2+v_2^2+w_2^2) }}}\)

replacing 1 for u₁ , 0 for v₁ and 0 for w₁  ;

also replacing 1 for u₂, 1 for v₂ and  -1 for w₂ ; we have :

\(\lambda = cos ^{-1} [\dfrac{1*1+0*0+(0*-1)}{ \sqrt{(1^2+0^2+0^2) (1^2+0^2+(-1^2)) }}}\)

\(\phi = cos ^{-1} [\dfrac{1}{\sqrt{2}}]\)

\(\lambda = 45^0\)

The yield strength  for the slip process \([1 0 \overline 1]\) can now be calculated as:

\(\sigma_x = \dfrac{t_{xr}}{cos \phi \ \ cos \lambda}\)

where

\(t_{xr}\) = 1.98 MPa

\(\sigma_x = \dfrac{1.98}{cos 54.7^0 \ \ cos 45}\)

\(\sigma_x = \dfrac{1.98}{0.5779 *0.7071}\)

\(\mathbf{\sigma _x = 4.85 \ MPa}\)

Hence, the magnitude of the stress necessary to cause slip to occur on the (111) plane in the \([1 0 \overline 1]\) direction is 4.85 MPa

In low-speed external water flow over a bluff object, vortices are shed from the object. The vortex shedding produced by a particular object is to be studied in a water tunnel at a 1/4 scale model (model 1/4 the size of the prototype). After a dimensional study, it is found that the Pi terms of this phenomenon are the Reynolds number and the Strouhal number:Re = pVd/muSt = fd/Vwhere f is the frequency of the vortex shedding, V the velocity of the flow, d the characteristic length of the object, and p and mu the density and viscosity of the flow. 1. If the prototype speed is 7 m/s, determine the water velocity in the tunnel for the model tests. 2. If the model tests of part 1 produced a model shedding frequency of 200 Hz, determine the expected vortex shedding frequency on the prototype.

Answers

Answer:

1) the water velocity in the tunnel for the model tests is 28 m/s

2) the expected vortex shedding frequency on the prototype is 12.5 Hz

Explanation:

Given the data in the question;

1)

using the Reynolds number relation for prototype and model,

PpVpdp/mu(Prototype) = PmVmdm/mu(for model)

but we know that, density and viscosity in prototype and model will remain same so;

Vp × dp = Vm × dm

vm = Vp × dp/dm

we substitute

vm = 7 m/s × 4

vm = 28 m/s

Therefore, the water velocity in the tunnel for the model tests is 28 m/s

2)

we make use of the Strouhal number relation as given in the question;

fp × dp/Vp = fm × dm/Vm

frequency of the prototype will be;

fp = fm × dm/Vm / dp/Vp

we substitute

fp = 200 × 7 / ( 4 × 28 )

fp = 1400 / 112

fp = 12.5 Hz

Therefore, the expected vortex shedding frequency on the prototype is 12.5 Hz

technician a says that electronic transmissions may control shifts by applying shift solenoid output directly to the bands and clutches. technician b says that electronic transmissions may control shifts by directing the shift solenoid output pressure to the shift valves. which technician is correct?

Answers

Technician B says that electronic transmissions may control shifts by directing the shift solenoid output pressure to the shift valves is correct.

Whаt is a shift solenoid?

А trаnsmission shift solenoid is аn electromаgnet component of аn аutomаtic or semi-аutomаtic trаnsmission thаt controls the flow of fluid to chаnge geаrs аnd other functions in the trаnsmission. The trаnsmission control unit is collecting informаtion from the engine, vehicle speed sensors, аnd other sensors. The trаnsmission control module uses аll these pаrаmeters to cаlculаte when it’s time to shift to the next geаr.

When it’s time to shift, the trаnsmission control unit sends out power or ground to the required shift solenoid, аnd it cаuses the solenoid to open аnd let the trаnsmission oil flow into the vаlve body, which then shifts to the next geаr.

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Laws vs Morals vs Ethics Q No. 1 Consider the Following Scenario ? Speeding on Motorway • Illegal, moral ("everyone" does it), maybe ethical Speeding within city • Illegal, immoral(dishonest), unethical What might a software engineer do that is… • Illegal, immoral, unethical ? • Legal, immoral, unethical ? • Legal, moral, unethical ? Q No. 2 By Considering 8 Principles of IEEE Code of Ethics, How would you respond in a way that is legal, moral, and ethical for the following scenarios? 1. You are the owner of a software engineering company. Your employees (engineers) want you to let them do pro bono work for a local non-profit organization on company time. 2. You are the head of a computer science department at a university. Your boss (a "dean") wants you to find a way to change your curriculum so undergrads are more likely to choose your department for their major. 3. You are a software engineer working at a large publicly-traded corporation, where a colleague invents a new kind of compiler. Your managers see it as a huge potential cash cow. 4. You are a software engineer at a company where management routinely encourages you and your colleagues to use pirated software

Answers

A software engineer might engage in any of the following activities that could be deemed illegal, immoral, and unethical:
Software piracy, security breaches, data theft, software spying or snooping, creating viruses or other harmful code, intentionally producing defective code, and knowingly releasing software with bugs or security flaws.


Creating software that serves a beneficial social or moral purpose, such as software that promotes environmental sustainability, public safety, and public health. Software that serves the public good is legal, but some software might have unintended or unforeseen ethical implications.


According to the IEEE code of ethics, engineers should support and participate in pro bono and charitable work that promotes the public good. Therefore, as a software engineering company owner, you should allow your employees to do pro bono work on company time as long as it does not interfere with their assigned tasks or affect the company's productivity.

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The device shown below contains 2 kg of water. The cylinder is allowed to fall 800 m during which the temperature of the water increases by 2.4°C. Some amount of water is added to the container and the experiment is repeated. All other values remain constant. This time the temperature of the water increases by 1.2°C. How much water was added to the container?

Answers

Answer:

m_added = 2 kg

Explanation:

From the question, we are told that the cylinder is allowed to fall 800 m in height. Thus, the potential energy will be converted into heat energy which will increase the temperature of water .

Now, let the mass of the falling cylinder be denoted by "m1" and let h be the height of fall.

Thus;

Formula for potential energy = mgh

Thus, as said earlier it's converted to heat generated. So heat generated = m1gh

Now let's calculate the heat absorbed;

heat absorbed = (m2)cΔt

Where;

ΔT is change in temperature

c is specific heat of water .

m2 is mass of water

Heat absorbed = heat generated

Thus;

(m2)cΔt = m1gh

Δt = m1gh/(m2•c)

Now, in both cases of the water and cylinder, m1, g , h and c are constant

Thus, we have;

Δt = (m1gh/m2) × 1/c

Where;

(m1gh/m2) is denoted as a constant k.

Thus;

Δt = K/m

For the first experiment, we have;

m = 2 kg

Δt = 2.4

Thus;

2.4 = K/2

Multiply both sides by 2 to get;

K = 4.8

For the second experiment, we have;

Δt = 1.2

Also,we have seen that K = 4.8

Thus;

Δt = K/m

Thus;

1.2 = 4.8/m

m = 1.2

m = 4 kg

Thus,mass added is;

m_added = 4 - 2

m_added = 2 kg

main topic is the determination of magnetic forces and torques answer in your own words: How useful do you think it is to determine the magnetic forces on a current-carrying conductor and the torque on a current-carrying loop? can you answer in a paragraph of 7 lines explaining please translate

Answers

The determination of magnetic forces and torques is a significant aspect of physics that has many practical applications.

It is incredibly useful in understanding how magnetic fields interact with current-carrying conductors and loops. Knowing the magnetic forces on a current-carrying conductor allows us to understand how it will move in the presence of a magnetic field.

This is important in many areas of technology, such as electric motors and generators, which rely on magnetic forces to produce motion.

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What quantity measures the effect of change?

control variable
independent variable
relative variable
dependent variable

Answers

Answer:

The Dependent Variable is the Effect, Its value depends on changes from the Independent Variable

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Samantha is reviewing an engineer’s résumé for a design project involving equipment for an agricultural firm. What is it that she is looking for in his résumé?
The engineer must have humility.
The engineer must be a civil engineer.
The engineer must have the proper credentials.
The engineer must use materials from the US Green Building Council.

Answers

Answer:

i would say C

Explanation:

Answer:

c

Explanation:

ye

if you have developed a video editing software product what process model will you choose and why??

Answers

Since the beginning of filmmaking, linear video editing has been a popular cutting technique. Before digital formats, editing methods for images and films were done on celluloid film.

Exactly why is software created?

It is crucial for businesses since it enables them to stand out from rivals and increase their competitiveness. Software development may enhance customer experiences, increase the number of feature-rich and innovative goods available on the market, and increase the security, efficiency, and productivity of organizations.

Describe a software product.

A computer product is simply technology that has been created and maintained again for advantage of a user base, frequently to fill a market demand. The majority of us use several software packages every day.

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Arc blow typically occurs in steel and metals that contain iron.
True or false

Answers

Answer: True

Explanation: Iron is magnetic

Answer:

a

Explanation:

because if you do its right

We usually choose a mini-batch size greater than 1 and less than mm, because that way we make use of vectorization but not fall into the slower case of batch gradient descent.true/false

Answers

The answer is TRUE we choose between ,We usually choose a mini-batch size greater than 1 and less than mm

Why do we choose the batch gradient between 1 and mm?

You forfeit the advantages of vectorization across examples in a mini-batch if the size is 1.If the mini-batch size is m, batch gradient descent results, which must first process the entire training set before progressing.

Mini batch in batch gradient:

In a variant of the gradient descent algorithm known as mini-batch gradient descent, the training dataset is divided into smaller batches that are then used to compute model error and update model coefficients. The variance of the gradient can be further reduced by implementations Mini-batch sizes are frequently determined as powers of 2, such as 16, 32, 64, 128, 256, etc. Make sure the minibatch fits in the CPU/GPU when selecting a suitable size for gradient descent. In general, selecting 32 is wise, summing the gradient over the mini-batch.

Hence to conclude the mini-batch size should be between 1 and less than 1 mm

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An electric train is moving north at 100 mph and a wind is blowing to the west at 10 mph. Which way does the smoke blow?

Answers

there is no smoke its a electric train

Water at 20 C flows over a 0.5m x 0.5m flat plate with a free stream velocity of 7 m/s. At what distance from the leading edge of the plate would the flow be expected to become turbulent

Answers

The Reynolds number (Re) is used to predict whether the flow over a body is laminar or turbulent. Re is a dimensionless ratio of inertial forces to viscous forces. The flow is laminar if Re is less than 2,300 and turbulent if it is greater than 4,000.

In the transitional zone, which ranges from approximately 2,300 to 4,000, the flow is unpredictable and may oscillate between laminar and turbulent. Here, the velocity of the water at 20 C flowing over a flat plate is 7 m/s. The Reynolds number (Re) can be calculated as follows:Re

= (ρ x V x L) / μρ = Density of Water

= 1 kg/m³V = Free Stream Velocity

= 7 m/sL = Length of Plate

= 0.5 mμ = Viscosity of Water

= 0.00089 kg/msThe Reynolds number,

Re = (1 x 7 x 0.5) / 0.00089

= 3,926.9663Since the Reynolds number is in the transitional zone, we can expect the flow to become turbulent at some distance from the leading edge of the plate.  the flow over the plate is anticipated to become turbulent at a distance of around 0.3-0.35 m from the leading edge of the plate, based on the assumption that the plate is not rough and the pressure and temperature gradients are minimal.

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draw the flowchart or write the pseudocode for an application that allows a bowler to enter scores for three bowling games and then displays the average.

Answers

The pseudocode for an application that allows a bowler to enter scores for three bowling games and then displays the average is stated below;.

What does pseudocode mean?

Pseudocode is a made-up, unofficial computer language that aids in the creation of algorithms by programmers. Pseudocode, as used in computer science, is a straightforward explanation of an algorithm's or another system's stages.

#include <iostream>

using namespace std;

int main()

{

int score1, score2, score3, averageScore;

cout << "Enter the bowler's score for the 1st game: ";

cin >> score1;

cout << "Enter the bowler's score for the 2nd game: ";

cin >> score2;

cout << "Enter the bowler's score for the 3rd game: ";

cin >> score3;

The averageScore = (score1 + score2 + score3) / 3;

cout << "The bowler's average score is :";

cout << averageScore << endl;

return 0;

}

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An ordinary egg with a mass of 0.1 kg and a specific heat of 3.32 kJ/kg· 0C is dropped into boiling water at 95 0C. If the initial temperature of the egg is 5 0C, the maximum amount of heat transfer to the egg, correct to 1dp, is

Answers

Answer:

29.9

Explanation:

data

mass(m)= 0.1kg, c=3.32KJ/kg, final temperature= 95, initial temperature= 5

heat transferred Q= mc (T2-T1)

=0.1 ×3.32 ×(95-5)= 29.88

Q= 29.9KJ

NOTE; The x was use as multiplication sign

According to a recent study quoted in the textbook, __________________ were the number one skill(s) that college graduates found useful in the business world. Group of answer choices

Answers

Answer: According to a recent study quoted in the textbook, communication and interpersonal skills were the number one skill(s) that college graduates found useful in the business world.

Explanation:

A horizontal force P is applied to a 130 kN box resting on a 33 incline. The line of action of P passes through the center of gravity of the box. The box is 5m wide x 5m tall, and the coefficient of static friction between the box and the surface is u=0.15. Determine the smallest magnitude of the force P that will cause the box to slip or tip first. Specify what will happen first, slipping or tipping.

A horizontal force P is applied to a 130 kN box resting on a 33 incline. The line of action of P passes

Answers

Answer:

SECTION LEARNING OBJECTIVES

By the end of this section, you will be able to do the following:

Distinguish between static friction and kinetic friction

Solve problems involving inclined planes

Section Key Terms

kinetic friction static friction

Static Friction and Kinetic Friction

Recall from the previous chapter that friction is a force that opposes motion, and is around us all the time. Friction allows us to move, which you have discovered if you have ever tried to walk on ice.

There are different types of friction—kinetic and static. Kinetic friction acts on an object in motion, while static friction acts on an object or system at rest. The maximum static friction is usually greater than the kinetic friction between the objects.

Imagine, for example, trying to slide a heavy crate across a concrete floor. You may push harder and harder on the crate and not move it at all. This means that the static friction responds to what you do—it increases to be equal to and in the opposite direction of your push. But if you finally push hard enough, the crate seems to slip suddenly and starts to move. Once in motion, it is easier to keep it in motion than it was to get it started because the kinetic friction force is less than the static friction force. If you were to add mass to the crate, (for example, by placing a box on top of it) you would need to push even harder to get it started and also to keep it moving. If, on the other hand, you oiled the concrete you would find it easier to get the crate started and keep it going.

Figure 5.33 shows how friction occurs at the interface between two objects. Magnifying these surfaces shows that they are rough on the microscopic level. So when you push to get an object moving (in this case, a crate), you must raise the object until it can skip along with just the tips of the surface hitting, break off the points, or do both. The harder the surfaces are pushed together (such as if another box is placed on the crate), the more force is needed to move them.

Use the HELPrct data from the mosaicData to calculate the mean of all numeric variables (be sure to exclude missing values)

Answers

To calculate the mean of all numeric variables in the HELPrct data from the mosaicData package, we can use the colMeans() function in R. This function calculates the mean of each column in a data frame.

However, it only works on numeric columns, so we need to first remove any non-numeric columns or missing values.
To do this, we can use the select_if() function from the dplyr package to only select columns that are numeric. Then, we can use the na.omit() function to remove any rows with missing values. Finally, we can use the colMeans() function to calculate the mean of each column.
Here's the code:
library(mosaicData)
library(dplyr)
# Select only numeric columns
numeric_cols <- select_if(HELPrct, is.numeric)
# Remove rows with missing values
numeric_cols <- na.omit(numeric_cols)
# Calculate column means
means <- colMeans(numeric_cols)
# Print the result
print(means)
This will give us the mean of each numeric column in the HELPrct data, excluding any missing values.

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You are never aware that ____ is taking place; the compiler chooses to use this procedure to save the overhead of calling a method.
a. inlining
b. overriding
c. information hiding
d. polymorphism

Answers

You are never aware that  inlining is taking place; the compiler chooses to use this procedure to save the overhead of calling a method.

inlining is a compiler optimization technique in which the compiled code of a called procedure is inserted directly into the calling procedure, instead of invoking a separate subroutine. This can save the overhead of calling a method and improve performance. However, the decision to use inlining is made by the compiler and is not visible or controllable by the programmer. Therefore, the programmer may not be aware that inlining is taking place.

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5. which of these least accurately describes what happens when abnormal combustion raises the temperature and pressure inside the combustion chamber?
a. ping
ob. spark knock
c. detonation
d. vapor lock

Answers

The term that least accurately describes what happens when abnormal combustion raises the temperature and pressure inside the combustion chamber is vapor lock. The correct option is d. vapor lock.

Abnormal combustion can lead to various issues in an engine, such as:
a. ping - a metallic noise caused by the uncontrolled combustion of the air-fuel mixture.
b. spark knock - a knocking noise caused by premature ignition of the air-fuel mixture.
c. detonation - the uncontrolled and explosive burning of the air-fuel mixture, which can cause engine damage.
d. vapor lock - a situation where fuel changes from liquid to gas before reaching the combustion chamber, typically due to high temperatures in the fuel system.

Among these terms, vapor lock is least related to the temperature and pressure increase inside the combustion chamber, as it primarily deals with the fuel system rather than the combustion process itself.

Vapor lock is the least accurate term describing the effects of abnormal combustion on the temperature and pressure inside the combustion chamber. The correct option is d. vapor lock.

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Please help I need by today !!

What is the purpose of a portfolio?

Answers

Answer:

To document your work and projects.

Explanation:

I hope I got the right meaning. :)

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