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NEW QUESTION: 1
クラウドセンチメントローカルモデルの機能エンジニアリング戦略を実装する必要があります。
あなたは何をするべきか？
A. スピアマン相関係数を適用します。
B. 線形判別分析を適用します。
C. ピアソン相関係数を適用します。
D. 分散分析（ANOVA）を適用します。
Answer: B
Explanation:
The linear discriminant analysis method works only on continuous variables, not categorical or ordinal variables.
Linear discriminant analysis is similar to analysis of variance (ANOVA) in that it works by comparing the means of the variables.
Scenario:
Data scientists must build notebooks in a local environment using automatic feature engineering and model building in machine learning pipelines.
Experiments for local crowd sentiment models must combine local penalty detection data.
All shared features for local models are continuous variables.
Incorrect Answers:
B: The Pearson correlation coefficient, sometimes called Pearson's R test, is a statistical value that measures the linear relationship between two variables. By examining the coefficient values, you can infer something about the strength of the relationship between the two variables, and whether they are positively correlated or negatively correlated.
C: Spearman's correlation coefficient is designed for use with non-parametric and non-normally distributed data. Spearman's coefficient is a nonparametric measure of statistical dependence between two variables, and is sometimes denoted by the Greek letter rho. The Spearman's coefficient expresses the degree to which two variables are monotonically related. It is also called Spearman rank correlation, because it can be used with ordinal variables.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/fisher-linear-discriminant-analysis
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/compute-linear-correlation

NEW QUESTION: 2
Which two elements must be present in any valid pipeline?
A. a reduction operation
B. a lambda expression or a method reference
C. o terminal operation
D. a source
E. one or more Intermediate operations
Answer: C,D

NEW QUESTION: 3
マネーロンダリング防止の専門家は、マネーロンダリングとテロ資金調達を検出および防止するためのコンプライアンスプログラムの確立を求められています。マネーロンダリング防止の専門家は、プログラムを開発する際に次のうちどれを考慮する必要がありますか？
1.マネーロンダリングとテロ資金の資金は、違法な資金源から派生しています。
2.関連する慣行は、資金の性質を隠すために使用されます。
3.資金の出所と処分は類似しています。
4.資金の移動にも同様の手法が使用されます。
A. 3および4のみ
B. 1および3のみ
C. 1および2のみ
D. 2および4のみ
Answer: B

NEW QUESTION: 4

A. Option C
B. Option B
C. Option A
D. Option D
Answer: D