(Check all that agree.). Which of the following plans should Alex invest in to accomplish his mission? For decades, companies have outsourced various functions. Three argumentative methodsthe Toulmin Method, Classical Method, and Rogerian Methodgive guidance for how to organize the points in an argument. Which of the following statements is true of scientific management in the 20th century? The "thumbs up" sign is generally considered a vulgar insult in Bangladesh. Select one: O a. It is now read-only. Q1. For example, y(i) = [1 0 0 1 0]means the image contains a stop sign and a red traffic light. Q2. _____ is a reciprocal buying agreement and occurs when a firm agrees to buy a certain amount of materials back from a country to which a sale is made. It turns out Peacetopia has hired one of your competitors to build a system as well. You find that a team of ornithologists debating and discussing an image gets an even better 0.1% performance, so you define that as human-level performance. After working further on your algorithm, you end up with the following: Based on the evidence you have, which two of the following four options seem the most promising to try? Based on the table from the previous question, a friend thinks that the training data distribution is much easier than the dev/test distribution. Which of the following was an effect of the Industrial Revolution? An outside consultant was hired to facilitate the process. Spend a few days collecting more data using the front-facing camera of your car, to better understand how much data per unit time you can collect. Select one: a. increase the number of levels in the hierarchy O b. increase the richness of the environment O c. diversify the business d. manufacture products at several different locations. To ensure this splitting of money, several bank accounts with several names are used. The city expects a better system from you within the next 3 months. It is now harder to measure avoidable bias, thus progress will be slower going forward. Japan's great trading houses are called _____. Which of the following statements is true of EMCs? How can you help? We need an algorithm that can let us know a bird is flying over Peacetopia as accurately as possible., We want the trained model to take no more than 10sec to classify a new image., We want the model to fit in 10MB of memory.. The statement is false because rage and grief were considered unseemly by Baroque audiences. A _____ is issued to the exporter by the common carrier transporting the merchandise and serves as a receipt, a contract, and a document of title. Do you agree? Each employee is important to the overall effectiveness of an organization. No, because there is insufficient information to tell. O b. Q12. (Select all that apply) a. They used a broad set of traditional rhythmic patterns drawn directly from Renaissance music. It was based on the belief that employees work harder if they are happy. (Check two options.). But over the last few months, a new species of bird has been slowly migrating into the area, so the performance of your system slowly degrades because your data is being tested on a new type of data. Spend a few days getting the internet data, so that you understand better what data is available. Do you really want to submit? Your algorithm overfits the dev set because the error of the dev and test sets are very close. The view of HRM as part of the legal enforcement arm of an organization is largely applicable only in the United States. True/False? Some gig workers like the independence of being self-employed, while others acknowledge that they are taking on multiple small projects because they cant find full-time work as company employees. (Wow Cat detectors are just incredibly useful arent they.) b.) Do you agree? The goal is to recognize which of these objects appear in each image. O B. Runs quickly and takes only a short time to classify a new image. What is the correct description of the relationship between all major keys? Donec aliquet, View answer & additonal benefits from the subscription, Explore recently answered questions from the same subject. During nonverbal communication in businesses, which of the following statements about gestures in different countries is true? If you had the three following models, which one would you choose? Textbook content produced by OpenStax is licensed under a Creative Commons Attribution License . To help you practice strategies for machine learning, in this week well present another scenario and ask how you would act. Which of the following statements is true of outsourcing? Q9. (Check the two best options.). Q11. Mix all the 100,000 images with the 900,000 images you found online. Having three evaluation metrics makes it harder for you to quickly choose between two different algorithms, and will slow down the speed with which your team can iterate. You can cancel anytime! In todays high-tech world, teams can exist any place where there is access to the internet. Nam lacinia pulvinar tortor nec facilisis. endstream endobj 902 0 obj <>stream Q3. Which of the following is an advantage of countertrade? Consider the following statement and choose the best response: "Baroque composers sought above all to highlight unity of mood within a composition, capturing one particular emotion-such as rage, sorrow, joy, or grief-through . 10) Which of the following statements is most true about structuring? One example is Cisco Systems. You find the following levels of accuracy: If your goal is to have human-level performance be a proxy (or estimate) for Bayes error, how would you define human-level performance? Which of the following statements is true of exporting? With only 0.09% further progress to make, you should quickly be able to close the remaining gap to 0%. Your email address will not be published. When managers need to staff a project, all they need to do is make a list of required skills and a general list of employees who possess those skills. Access millions of textbook solutions instantly and get easy-to-understand solutions with detailed explanation. Having built a good Bird detector, you should be able to take the same model and hyperparameters and just apply it to the Cat dataset, so there is no need to iterate. The 1,000,000 citizens data images do not have a consistent x>y mapping as the rest of the data (similar to the New York City/Detroit housing prices example from lecture). We recommend using a You decide to focus on the dev set and check by hand what are the errors due to. _____ is viewed as the most restrictive countertrade arrangement and is primarily used for one-time-only deals in transactions with trading partners who are not creditworthy or trustworthy. Donec aliquet. This is a sample answer. Additional Note: there are subtle concepts to consider with this question, and you may find arguments for why some answers are also correct or incorrect. Which of the following statements is true? Which of these do you think is the best choice? Violet has four subordinates and Daisy has six. Which of the following statements is true of human resources? 2.2% would be a reasonable estimate of how much this windshield wiper could worsen performance in the worst case. Structuring relates to the use of financial institutions to launder money or misdirect clean money to illegal and illegitimate terrorist activity. _____ is an alternative means of structuring an international sale when conventional means of payment are difficult, costly, or nonexistent. They used intense contrasts of loud and soft music. Information technology helps geographically distant companies form alliances and work together. This is a statistical anomaly (or must be the result of statistical noise) since it should not be possible to surpass human-level performance. dMk0$50mi-@>pz]DhF,#m]V$y5jHFyW`!~=cWkA`DneYQxqnMM"&A,L5U|s~H19{EimtDTDP s}aImqd'u/Oz~Qwxx|6X!HdeU,H{*|mPZ[{pwZ%OlcNw;5Z$= Y%(0]VMtryW'R9hF}wuiE ==p=Av A _____ states that the bank will pay a specified sum of money to a beneficiary, normally the exporter, on presentation of particular, specified documents. Should decision-making be centralized or decentralized? Adding synthesized images that look like real foggy pictures taken from the front-facing camera of your car to training dataset wont help the model improve because it will introduce avoidable-bias. Based on the citys requests, which of the following would you say is true? Question: Which of the following statements is most likely to be true regarding a geographic divisional structure? The SBA employs trade officers throughout the United States. Recommend that she try multi-task learning instead of transfer learning using all the data. Periodically, all businesses must reevaluate the way they do business. and you must attribute OpenStax. Transfer learning seems significantly less promising. However, your system has higher accuracy! Consider following statement and choose the most appropriate response: "Baroque composers were particularly concerned with relating music and text; as Italian composer Claudio Monteverdi described it, they inherited a growing interest in clarity of text in music from their Renaissance predecessors.". Experts are tested by Chegg as specialists in their subject area. In the _____ program organized by the U.S. Department of Commerce, department representatives accompany groups of U.S. businesspeople abroad to meet with qualified agents, distributors, and customers. Looking for a Better Way: Improving Production and Operations, Transforming the Factory Floor with Technology, Trends in Production and Operations Management, Creating Products and Pricing Strategies to Meet Customers' Needs, Trends in Developing Products and Pricing, Distributing and Promoting Products and Services, The Nature and Functions of Distribution (Place), Using Supply Chain Management to Increase Efficiency and Customer Satisfaction, Transforming Businesses through Information, Using Financial Information and Accounting, Understanding Money and Financial Institutions, Understanding Financial Management and Securities Markets, The Role of Finance and the Financial Manager, Buying and Selling at Securities Exchanges, Trends in Financial Management and Securities Markets, Developing Interpersonal Skills Is Key to Your Success, Going to College Is an Opportunity of a LifetimeNever Drop Out, Understanding the Legal and Tax Environment. c.) Structuring is the act of breaking up large transactions into smaller, less suspicious transactions in order to conceal the size of the overall transaction. Your system and your competitor both deliver systems with about the same running time and memory size. Printed from Split the 1,000,000 images dataset into 980,000 for the training set, 10,000 for the dev set and 10,000 for the test set. Train a bigger model to try to do better on the training set. Pellentesque dapibus efficitur laoreet. Which of the following terms is used to describe the new musical system of structuring melodies and harmonies that became prevalent during the Baroque era? Q13. This example is adapted from a real production application, but with details disguised to protect confidentiality. The City Council tells you that they want an algorithm that. Which of the following statements is true of contemporary human resource management (HRM)? Which of the following statements is true of reactive firms? It is an effective way of doing business with developing nations. a. Summarize how authority operates in different types of Organizational Structure. True/False. 916 0 obj <>/Encrypt 898 0 R/Filter/FlateDecode/ID[<9F27DA9DCE42C04086A2B3FA21B86C52>]/Index[897 30]/Info 896 0 R/Length 99/Prev 1025109/Root 899 0 R/Size 927/Type/XRef/W[1 3 1]>>stream Fusce dui lectus, congue vel laoreet ac, dictum vitae odio. Pellentesque dapibus efficitur laoreet. Spend a few days checking what is human-level performance for these tasks so that you can get an accurate estimate of Bayes error. One alternative that is becoming increasingly prevalent is the virtual corporation, which is a network of independent companies (suppliers, customers, even competitors) linked by information technology to share skills, costs, and access to one anothers markets. Failure to effectively merge cultures can have serious effects on organizational efficiency. The merger between Pfizer and Pharmacia, makers of Dramamine and Rogaine, is no exception. Which of the following statements is true about Small Business Administration (SBA)? b.) For an organization, ownership investment, sales revenues, and bank loans that provide capital and cover expenses necessary to conduct business constitute the organization's _____. Pellentesque dapibus efficitur laoreet. Technology is also enabling corporations to create virtual work teams. Note that these are only three of the most popular models for organizing an argument. Q5. Experts are tested by Chegg as specialists in their subject area. Before implementing your algorithm, you need to split your data into train/dev/test sets. You decide to use data augmentation to address foggy images. Which of the statements do you agree with? Use the data you have to define a new evaluation metric (using a new dev/test set) taking into account the new species, and use that to drive further progress for your team. Which of these should you do first? Nam risus ante, dapibus a molestie consequat, ultrices ac magna. Assume youve finally chosen the following split between of the data:Dataset:Contains:Error of the algorithm:Training940,000 images randomly picked from (900,000 internet images + 60,000 cars front-facing camera images)8.8%Training-Dev20,000 images randomly picked from (900,000 internet images + 60,000 cars front-facing camera images)9.1%Dev20,000 images from your cars front-facing camera14.3%Test20,000 images from the cars front-facing camera14.8%. Because this is a multi-task learning problem, you need to have all your y^(i)vectors fully labeled. The statement is false because Baroque composers were not particularly concerned with the relationship between music and text. It was concerned with every motion that a worker made. 897 0 obj <> endobj _____ is an alternative means of structuring an international sale when conventional means of payment are difficult, costly, or nonexistent. One member of the City Council knows a little about machine learning, and thinks you should add the 1,000,000 citizens data images to the test set. Select one: a. . Which of the following statements do you agree with? Virtual teams mean reduced travel time and costs, reduced relocation expenses, and utilization of specialized talent regardless of an employees location. %PDF-1.5 % Alternatives exist. You have a large variance problem because your training error is quite higher than the human-level error. Which statement most likely comes from a voter who is informed? are a fraction of the total dev set (not just examples your algorithm mislabeled). What should you do? Either transfer learning or multi-task learning could help our colleague get going faster. document.getElementById("comment").setAttribute("id","a247fef44e1401078c346aa585037c64");document.getElementById("c461f79413").setAttribute("id","comment"); Save my name, email, and website in this browser for the next time I comment. Rose 13, Iris 12, Violet 4, Daisy 6 O c. Rose 1, Iris 2, Violet 4, Daisy 6 d. Rose 3, Iris 12, Violet 4, Daisy 6 Recent estimates suggest that the gig economy may impact more than one-third of the U.S. workforce over the next few years.18. However, they dont have much to train this audio system. Needing two weeks to train will limit the speed at which you can iterate. Computer Graphics and Multimedia Applications, Investment Analysis and Portfolio Management, Supply Chain Management / Operations Management. (Check all that apply.). The goal is to recognize which of these objects appear in each image. For example, a manufacturer would only manufacture, while relying on a product design firm to decide what to make and a marketing company to sell the end result. They are labelled: Your goal is to build an algorithm able to classify new images taken by security cameras from Peacetopia. An even simpler definition of reengineering is starting over. In effect, top management asks, If we were a new company, how would we run this place? The purpose of reengineering is to identify and abandon the outdated rules and fundamental assumptions that guide current business operations. Q13. When the pool of employees is known, the manager simply chooses the best mix of people and creates the virtual team. correct incorrect. Known as the gig economy, this work approach has advantages and disadvantages. Q6. This repository has been archived by the owner on May 27, 2019. This book uses the Look at all the models youve developed during the development process and find the one with the lowest false negative error rate. Jh;;RsIC1fFJp?GN1lU=lYI"iI. Normal person #1 (not a bird watching expert) 1.0% error, Normal person #2 (not a bird watching expert) 1.2% error. Which pair of instruments would have potentially played the continuo part in a Baroque piece? (Select all that apply). Because of years of working on Cat detectors, you have such a huge dataset of 100,000,000 cat images that training on this data takes about two weeks. If she has (say) 10,000 images of yellow lights, randomly sample 10,000 images from your dataset and put your and her data together. First start with the sources of error that are least costly to fix. We've got the first openly gay senate confirmed cabinet The first openly transgender Americans to be confirmed by United States Senate and the first open lesbian to serve at the Ambassador level as well. P Flag question Research evidence suggests that an organization with 3,000 employees is most likely to have.levels in its hierarchy. The FCIA provides coverage against commercial risks and political risks. C) As the number of levels in the hierarchy increases, the relative difference in the . Yes, because having 4.0% training error shows you have a high bias. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. Select one: a. five O b. six c. seven d. nine To save them, you have to build an algorithm that will detect any bird flying overPeacetopia and alert the population. (Wow Cat detectors are just incredibly useful arent they.) c. It was focused on maximizing job satisfaction and quality rather than efficiency and productivity. You should not add the citizens data to the training set, because if the training distribution is different from the dev and test sets, then this will not allow the model to perform well on the test set.. Your friend is right. Rose supervises Iris, who in turn supervises Violet and Daisy. Nam risus ante, dapibus a molestie consequat, ultrices ac magna. Ask your team to take into account both accuracy and false negative rate during development. -,?Usuyx'lY 1Zcrf;P!zXV:xdjsp8J N{C-lVEzzUZy72JsEy80MD'Ec8Sqmr#M .'x5YvwoEIx7dl!kdPKXi1 [QWn9A>I3$K [)Omgo3Xk@J>[ig1#2$nW`VuxLjJ*ZCR f=R;%7i L~^t$b\qMDjDz /d>7o/V-6qvlHpyhljF-u]tmv$i\^fS;lv^|Iu(xSq[xG=y:mE?daB a+t@&lspf4
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