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NEW QUESTION: 1
A portfolio manager needs to continuously balance the need and requirements with the available resources and needs to maintain a balanced portfolio and portfolio resources in order to optimize delivery. Capability and Capacity analysis is performed in 4 of the portfolio management processes and it serves a slightly different purpose in each and every one of them. When it relates to optimizing portfolio, what is the purpose of using this analysis?
A. To understand how much work is able to be performed based on the resources available (capacity), as well as the ability of the organization to source and execute the selected portfolio
B. It enables the organization to achieve maximum portfolio benefits given current resource constraints
C. Performed to understand the human, financial, and asset capacity and capability of the organization in order to select, fund, and execute portfolio components
D. To study the capability of resources, match them against the portfolio's objectives and goals, and translate the capability into what capacity is possible to meet the portfolio demands
Answer: B
Explanation:
Explanation
When it comes to developing the optimize portfolio process, Capability and Capacity analysis enables the organization to achieve maximum portfolio benefits given current resource constraints

NEW QUESTION: 2
x.1、x2、およびx3の機能に対してscikit-learn Pythonライブラリを使用して、機能のスケーリングを実行しています。
元のデータとスケーリングされたデータを次の図に示します。

ドロップダウンメニューを使用して、グラフィックに表示される情報に基づいて各質問に回答する回答選択肢を選択します。
注：それぞれの正しい選択には1ポイントの価値があります。

Answer:
Explanation:

Explanation:
Box 1: StandardScaler
The StandardScaler assumes your data is normally distributed within each feature and will scale them such that the distribution is now centred around 0, with a standard deviation of 1.
Example:

All features are now on the same scale relative to one another.
Box 2: Min Max Scaler

Notice that the skewness of the distribution is maintained but the 3 distributions are brought into the same scale so that they overlap.
Box 3: Normalizer
References:
http://benalexkeen.com/feature-scaling-with-scikit-learn/

NEW QUESTION: 3
Which of the following testing methods verifies the interfaces between components against a software design?
A. Integration testing
B. Black-box testing
C. Unit testing
D. Regression testing
Answer: A
Explanation:
Integration testing is a software testing that seeks to verify the interfaces between components against a software design. Software components may be integrated in an iterative way or all together ("big bang"). Normally the former is considered a better practice since it allows interface issues to be localized more quickly and fixed. Integration testing works to expose defects in the interfaces and interaction between the integrated components (modules). Progressively larger groups of tested software components corresponding to elements of the architectural design are integrated and tested until the software works as a system. Answer A is incorrect. Regression testing focuses on finding defects after a major code change has occurred. Specifically, it seeks to uncover software regressions, or old bugs that have come back. Such regressions occur whenever software functionality that was previously working correctly stops working as intended. Typically, regressions occur as an unintended consequence of program changes, when the newly developed part of the software collides with the previously existing code. Answer D is incorrect. Unit testing refers to tests that verify the functionality of a specific section of code, usually at the function level. In an object-oriented environment, this is usually at the class level, and the minimal unit tests include the constructors and destructors. These types of tests are usually written by developers as they work on code (white-box style), to ensure that the specific function is working as expected. One function might have multiple tests, to catch corner cases or other branches in the code. Unit testing alone cannot verify the functionality of a piece of software, but rather is used to assure that the building blocks the software uses work independently of each other. Answer C is incorrect. The black-box testing uses external descriptions of the software, including specifications, requirements, and design to derive test cases. These tests can be functional or non-functional, though usually functional. The test designer selects valid and invalid inputs and determines the correct output. There is no knowledge of the test object's internal structure. This method of test design is applicable to all levels of software testing: unit, integration, functional testing, system and acceptance. The higher the level, and hence the bigger and more complex the box, the more one is forced to use black box testing to simplify. While this method can uncover unimplemented parts of the specification, one cannot be sure that all existent paths are tested.