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NEW QUESTION: 1
自動機械学習を使用して回帰モデルをトレーニングする予定です。欠損値のある特徴と、明確な値がほとんどないカテゴリー特徴を持つデータがあります。
トレーニングタスクの一部として、欠損値を自動的に代入し、カテゴリカル機能をエンコードするように自動機械学習を構成する必要があります。
AutoMLConfigクラスで使用するパラメーターと値のペアはどれですか。
A. task = 'classification'
B. enable_tf = True
C. featurization = 'auto'
D. exclude_nan_labels = True
E. enable_voting_ensemble = True
Answer: C
Explanation:
Featurization str or FeaturizationConfig
Values: 'auto' / 'off' / FeaturizationConfig
Indicator for whether featurization step should be done automatically or not, or whether customized featurization should be used.
Column type is automatically detected. Based on the detected column type preprocessing/featurization is done as follows:
Categorical: Target encoding, one hot encoding, drop high cardinality categories, impute missing values.
Numeric: Impute missing values, cluster distance, weight of evidence.
DateTime: Several features such as day, seconds, minutes, hours etc.
Text: Bag of words, pre-trained Word embedding, text target encoding.
Reference:
https://docs.microsoft.com/en-us/python/api/azureml-train-automl-client/azureml.train.automl.automlconfig.automlconfig

NEW QUESTION: 2
You need to implement the technical requirements for the boston.litwareinc.com domain.
Which tools should you use?
A. Adprep and Rendom
B. Gpupdate and Dcgpofix
C. Rendom and Gpfixup
D. Gpfixup and Gpupdate
Answer: C
Explanation:
* Scenario, technical requirements include:
Minimize the amount of administrative effort whenever possible
Rename boston.litwareinc.com domain to bos.litwareinc.com
* Rendom.exe is a command-line tool that is used to rename Active Directory domains.
Gpfixup fixes domain name dependencies in Group Policy Objects and Group Policy links after a domain rename operation.
Reference: Rendom
http://technet.microsoft.com/en-us/library/cc732097(v=ws.10).aspx
Reference: Gpfixup
https://technet.microsoft.com/en-us/library/hh852336.aspx
=========================================
Topic 4, Northwind Traders
Overview
Northwind Traders is a retail company.
The company has offices in Montreal and San Diego. The office in Montreal has 1,000 client computers. The office in San Diego has 100 computers. The computers in the San
Diego office are often replaced. The offices connect to each other by using a slow WAN link. Each office connects directly to the Internet.
Existing Environment
Active Directory Environment
The network contains an Active Directory forest named northwindtraders.com. The forest contains two domains named northwindtraders.com and west.northwindtraders.com. All servers run Windows Server 2012 R2.
All client computers run Windows 7.
Each office is configured as an Active Directory site. The site in the Montreal office is named Site1. The site in the San Diego office is named Site2.
The forest contains four domain controllers. The domain controllers are configured as shown in the following table.

DC1, DC2, and DC3 are writable domain controllers. R0DC1 is read-only domain controller
(RODC). All DNS zones are Active Directory-integrated. All zones replicate to all of the domain controllers.
All of the computers in the San Diego office are configured to use RODC1 as their only
DNS server.
The northwindtraders.com domain contains a Group Policy object (GPO) named GPO1.
GP01 is applied to all of the users in the Montreal office.
All of the user accounts for the Montreal users are in the northwindtraders.com domain. All of the user accounts for the San Diego users are in the west.northwindtraders.com domain.
Network Environment
Site1 contains the member servers in the northwindtraders.com domain shown in the following table.

Server1 connects to SAN storage that supports Offloaded Data Transfer (ODX). All virtual hard disks (VHDs) are stored on the SAN.
A web application named App1 is installed on Servers.
Server3 has a shared folder that contains sales reports. The sales reports are read frequently by the users in both offices. The reports are generated automatically once per week by an enterprise resource planning (ERP) system.
A perimeter network in the Montreal office contains two standalone servers. The servers are configured as shown in the following table.

The servers in the perimeter network are accessible from the Internet by using a domain name suffix of public.northwindtraders.com.
Each administrator has a management computer that runs Windows 8.1.
Requirements
Planned Changes
Northwind Traders plans to implement the following changes:
On Server1, create four virtual machines that run Windows Server 2012 R2. The servers will be configured as shown in the following table.

* Configure IP routing between Site1 and the network services that Northwind
Traders hosts in Windows Azure.
* Place a domain controller for the northwindtraders.com domain in Windows Azure.
* Upgrade all of the computers in the Montreal office to Windows 8.1.
* Purchase a subscription to Microsoft Office 365.
* Configure a web application proxy on Server6.
* Configure integration between VMM and IPAM.
* Apply GPO1 to all of the San Diego users.
* Connect Site1 to Windows Azure.
Technical Requirements
Northwind Traders must meet the following technical requirements:
* All virtual machines must use ODX.
* Users must be able to access App1 from the Internet.
* GPO1 must not be applied to computers that run Windows 8.1.
* All DNS zones must replicate only to DC1, DC2, and DC3.
* All computers must be able to resolve names by using a local DNS server.
* If a WAN link fails, users must be able to access all of the sales reports.
* The credentials for accessing Windows Azure must be permanently stored.
* The on-premises network must be connected to Windows Azure by using Server4.
* The administrators must be able to manage Windows Azure by using Windows
PowerShell.
* The number of servers and services deployed in the San Diego office must be minimized.
* Active Directory queries for the objects in the forest must not generate WAN traffic, whenever possible.
Security Requirements
Northwind Traders identifies the following security requirements:
* Ensure that all DNS zone data is encrypted when it is replicated.
* Minimize the number of permissions assigned to users and administrators, whenever possible. Prevent an Active Directory Domain Services (AD DS) attribute named SSNumber from replicating to Site2.
* Ensure that users can use their northwindtraders.com user account to access the resources hosted in Office 365.
* Prevent administrators from being required to re-enter their credentials when they manage Windows Azure from approved management computers.

NEW QUESTION: 3
You work as a Database Administrator for Bluewell Inc. The company has a SQL Server 2005 computer.
The company asks you to implement a RAID system to provide fault tolerance to a database. You want to implement disk mirroring. Which of the following RAID levels will you use to accomplish the task?
A. RAID-0
B. RAID-5
C. RAID-1
D. RAID-10
Answer: C