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Reference: https://www.databricks.com/learn/certification/data-analyst-associate
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Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版) Sample Questions:
Databricks SQL のコンピューティング リソースとして何が使用されますか?
- A. 単一ノードクラスタ
- B. 標準クラスター
- C. SQLウェアハウス
- D. Databricks SQL と統合されたダウンストリーム BI ツール
Correct Answer: C 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
データレイクアーキテクチャに組織性、信頼性、パフォーマンス、データガバナンスを追加することで、データレイクハウスの実現を支援するオープンソースプロジェクトはどれですか?
- A. Delta Lake
- B. MLflow
- C. Apache Spark
- D. Databricks SQL
Correct Answer: A 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
データアナリストが、大規模なデータセットや複雑な結合操作を処理する際に失敗するDatabricks SQLのクエリのトラブルシューティングを行っています。ログによると、クラスターのリソース制約エラーが原因でジョブが常に中断されていることが示されています。
アナリストは、リソースの過剰使用を引き起こしているオペレーターを特定するために、どのクエリプロファイルメトリックを使用すべきでしょうか?
- A. オペレーター1人あたりの作業時間
- B. オペレーターごとにディスクに書き込まれたバイト数
- C. オペレーターごとのシャッフル読み取りサイズ
- D. 演算子あたりのメモリピーク
Correct Answer: D 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
データアナリストがemployees_dfというデータフレームを扱っており、給与に10%の税金が加算された値を表示する新しい列を追加する必要があります。なお、このデータフレームには不要なage列が含まれています。
どのコード断片が税金列を追加し、年齢列を削除しますか?
- A. employees_df = employees_df.withColumn( " tax " , employees_df.salary * 10).drop( " age " )
- B. employees_df = employees_df.withColumn( " tax " , employees_df.salary * 0.1).drop( " age " )
- C. employees_df = employees_df.withColumn( " tax " , employees_df.salary * 10).dropField( " age " )
- D. employees_df = employees_df.withColumn( " tax " , lit(0.1) * col( " salary " )).dropField( " age " )
Correct Answer: B 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
Visualization Editor で視覚効果を追加することに関する次の記述のうち、誤っているものはどれですか。
- A. 視覚化スケールを変更できます。
- B. 色を変更できます。
- C. データ ラベルをフォーマットできます。
- D. ツールチップをフォーマットできます。
- E. 境界線を追加できます。
Correct Answer: E 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
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