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NEW QUESTION: 1
You need to define a modeling strategy for ad response.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
Explanation
Step 1: Implement a K-Means Clustering model
Step 2: Use the cluster as a feature in a Decision jungle model.
Decision jungles are non-parametric models, which can represent non-linear decision boundaries.
Step 3: Use the raw score as a feature in a Score Matchbox Recommender model The goal of creating a recommendation system is to recommend one or more "items" to "users" of the system.
Examples of an item could be a movie, restaurant, book, or song. A user could be a person, group of persons, or other entity with item preferences.
Scenario:
Ad response rated declined.
Ad response models must be trained at the beginning of each event and applied during the sporting event.
Market segmentation models must optimize for similar ad response history.
Ad response models must support non-linear boundaries of features.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/multiclass-decision-jungle
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/score-matchbox-recommende
Topic 1, Case Study 1
Overview
You are a data scientist in a company that provides data science for professional sporting events. Models will be global and local market data to meet the following business goals:
*Understand sentiment of mobile device users at sporting events based on audio from crowd reactions.
*Access a user's tendency to respond to an advertisement.
*Customize styles of ads served on mobile devices.
*Use video to detect penalty events.
Current environment
Requirements
* Media used for penalty event detection will be provided by consumer devices. Media may include images and videos captured during the sporting event and snared using social media. The images and videos will have varying sizes and formats.
* The data available for model building comprises of seven years of sporting event media. The sporting event media includes: recorded videos, transcripts of radio commentary, and logs from related social media feeds feeds captured during the sporting events.
*Crowd sentiment will include audio recordings submitted by event attendees in both mono and stereo Formats.
Advertisements
* Ad response models must be trained at the beginning of each event and applied during the sporting event.
* Market segmentation nxxlels must optimize for similar ad resporr.r history.
* Sampling must guarantee mutual and collective exclusivity local and global segmentation models that share the same features.
* Local market segmentation models will be applied before determining a user's propensity to respond to an advertisement.
* Data scientists must be able to detect model degradation and decay.
* Ad response models must support non linear boundaries features.
* The ad propensity model uses a cut threshold is 0.45 and retrains occur if weighted Kappa deviates from 0.1
+/-5%.
* The ad propensity model uses cost factors shown in the following diagram:
The ad propensity model uses proposed cost factors shown in the following diagram:
Performance curves of current and proposed cost factor scenarios are shown in the following diagram:
Penalty detection and sentiment
Findings
*Data scientists must build an intelligent solution by using multiple machine learning models for penalty event detection.
*Data scientists must build notebooks in a local environment using automatic feature engineering and model building in machine learning pipelines.
*Notebooks must be deployed to retrain by using Spark instances with dynamic worker allocation
*Notebooks must execute with the same code on new Spark instances to recode only the source of the data.
*Global penalty detection models must be trained by using dynamic runtime graph computation during training.
*Local penalty detection models must be written by using BrainScript.
* Experiments for local crowd sentiment models must combine local penalty detection data.
* Crowd sentiment models must identify known sounds such as cheers and known catch phrases. Individual crowd sentiment models will detect similar sounds.
* All shared features for local models are continuous variables.
* Shared features must use double precision. Subsequent layers must have aggregate running mean and standard deviation metrics Available.
segments
During the initial weeks in production, the following was observed:
*Ad response rates declined.
*Drops were not consistent across ad styles.
*The distribution of features across training and production data are not consistent.
Analysis shows that of the 100 numeric features on user location and behavior, the 47 features that come from location sources are being used as raw features. A suggested experiment to remedy the bias and variance issue is to engineer 10 linearly uncorrected features.
Penalty detection and sentiment
*Initial data discovery shows a wide range of densities of target states in training data used for crowd sentiment models.
*All penalty detection models show inference phases using a Stochastic Gradient Descent (SGD) are running too stow.
*Audio samples show that the length of a catch phrase varies between 25%-47%, depending on region.
*The performance of the global penalty detection models show lower variance but higher bias when comparing training and validation sets. Before implementing any feature changes, you must confirm the bias and variance using all training and validation cases.
NEW QUESTION: 2
Which location is used to optimize cached ACL database lookups?
A. Host memory
B. Vault drives
C. SP memory
D. Read cache
Answer: C
NEW QUESTION: 3
A. Option D
B. Option A
C. Option B
D. Option C
Answer: C
Explanation:
Explanation
We can use the Set-Mailbox cmdlet to modify the settings of existing mailboxes.
The EmailAddresses parameter specifies all the email addresses (proxy addresses) for the recipient, including the primary SMTP address. In on-premises Exchange organizations, the primary SMTP address and other proxy addresses are typically set by email address policies. However, you can use this parameter to configure other proxy addresses for the recipient.
To add or remove specify proxy addresses without affecting other existing values, use the following syntax:
@{Add="[<Type>]:<emailaddress1>","[<Type>]:<emailaddress2>"...;
Remove="[<Type>]:<emailaddress2>","[<Type>]:<emailaddress2>"...}.
NEW QUESTION: 4
신용 카드 데이터를 처리하는 PCI DSS (Payment Card Industry Data Security Standard) 판매자는 강력한 암호화를 사용해야 합니다. 이러한 판매자는 공용 네트워크를 통해 전송하는 동안 중요한 데이터를 보호하기 위해 보안 프로토콜을 사용해야 합니다.
온 프레미스 SSL 어플라이언스 및 Apache에서 Amazon CloudFront 뒤의 VPC로 PCI DSS 애플리케이션을 마이그레이션하고 있습니다.
이 요구 사항을 충족하도록 CloudFront를 어떻게 구성해야 합니까?
A. TCP 연결을 허용하고 에지에서 TLS 종료없이 모든 요청을 오리진에 전달하도록 CloudFront 캐시 동작을 구성하십시오.
B. HTTPS가 필요하고 CloudFront 오리진의 프로토콜 정책이 '일치 뷰어'가되도록 CloudFront 캐시 동작을 구성하십시오.
C. HTTPS가 필요하고 AWS Direct Connect를 통해 요청을 오리진에 전달하도록 CloudFront 캐시 동작을 구성하십시오.
D. HTTP 요청을 HTTPS로 리디렉션하고 Amazon 프라이빗 네트워크를 통해 요청을 오리진으로 전달하도록 CloudFront 캐시 동작을 구성합니다.
Answer: B
Explanation:
https://docs.aws.amazon.com/AmazonCloudFront/latest/DeveloperGuide/distribution-web-values- specify.html#DownloadDistValuesOriginProtocolPolicy
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