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NEW QUESTION: 1
ワークスペース内のデータと実験を操作するには、Azure Machine Learning SDKを使用する必要があります。
Python環境からワークスペースに接続するには、config.jsonファイルを構成する必要があります。
ワークスペースに接続するために、config.jsonファイルに追加する必要がある2つの追加パラメーターはどれですか。それぞれの正解がソリューションの一部を示しています。
注:それぞれの正しい選択は1ポイントの価値があります。
A. ログイン
B. キー
C. resource_group
D. subscription_Id
E. 地域
Answer: D,E
Explanation:
Topic 1, Case Study
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:
Test 1Z0-1046-21 Guide
The ad propensity model uses proposed cost factors shown in the following diagram:
Test 1Z0-1046-21 Guide
Performance curves of current and proposed cost factor scenarios are shown in the following diagram:
Test 1Z0-1046-21 Guide
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
The team for a large software implementation project believes that the project is on track since work is being completed at a steady pace. However, based on client interactions, the project manager is concerned about meeting the project timeline, What should the project manager do first?
A. Analyze project performance through earned value (EV) data.
B. Update the project management plan with recommended changes.
C. Search the project change log for the implementation of rejected changes.
D. Examine the risk register for possible causes of delays.
Answer: D

NEW QUESTION: 3
Topic 1, Large Company
Background
You are the SharePoint administrator for a large company. You are responsible for installing and configuring a multi-server SharePoint environment that will be used for information management and collaboration.
The company has an Active Directory Domain Services (AD DS) domain. User-specific contact information, including employee photos, is stored and managed in Active Directory. All employees are located in the ActiveUsers organizational unit (OU).
The User Profile Synchronization service runs on a server named SERVER1.
Business Requirements
The SharePoint environment must meet the following business requirements:
Ensure that users can connect to the portal by using the same URL from any
location.
Ensure that users can access corporate information from outside the network
without using a VPN connection.
Allow users to configure notifications for content changes.
Allow users to follow content creators.
Limit the number of sites and people each user can follow to 100.
Allow content authors to upload documents, large image files, and large video files
for consumption by internal and external users.
Allow administrators to promote search query results across the entire company.
Utilize My Sites to share content.
Provide opportunities for social interaction.
Technical Requirements
You must meet the following technical requirements for the SharePoint environment:
Do not exceed the minimum hardware specifications. ---
Install the minimum supported versions of all software on the servers.
Control the growth of storage utilization.
Maximize existing content database usage before creating new content databases.
Store large files on network attached storage (NAS).
Ensure that all web applications, site collections, files, databases, and components
stay within the supported limits.
Configure the User Profile Synchronization service to import user profile data from
Active Directory.
Grant the User Profile service account the least permissions necessary to read
data.
Ensure that current and future SharePoint environments include the most recent
software updates.
Use predefined database naming conventions.
Create individual user sites by using the https://contoso.com/personal/path.
--------
You create a User Profile Synchronization connection.
You need to grant the necessary permissions to the synchronization account.
What should you do?
A. Grant the account Full Control on the AuthenticatedUsers AD security group.
B. Grant the account the Replicate Directory Changes permission on the domain.
C. Grant the account Full Control on the ActiveUsers OU.
D. Grant the account Read permission on the domain.
Answer: B

NEW QUESTION: 4
The main purposes of the audit survey are to assist with following goals and tasks EXCEPT:
A. Determine whether further auditing is necessary
B. Identify potential critical control points, control deficiencies or excessive controls
C. Documenting key control activities
D. Develop preliminary estimates of time and resource requirements
Answer: C