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Snowflake COF-C03日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Snowflake Architecture & Core Concepts | 31% | - Snowsight Interface, Core Platform Features - Cloud Services Layer, Compute Layer, Storage Layer - Databases, Schemas, Objects, Data Types - Virtual Warehouses, Clustering, Caching |
| Data Loading, Unloading & Connectivity | 18% | - Unloading Data, Export Options - Bulk Load, Streaming, Dynamic Tables - Stages, File Formats, COPY INTO, Snowpipe - External Integrations, Connectors, SnowSQL |
| Account Management & Data Governance | 20% | - Security: Network Policies, MFA, Encryption - Governance: Resource Monitors, Data Masking, Row/Column Security - Access Control: RBAC, DAC, Roles, Privileges - Trust Center, Data Lineage, Compliance |
| Performance Optimization, Querying & Transformation | 21% | - Cortex AI, Notebooks, Apache Iceberg Tables - SQL Transformations, Semi-structured/Unstructured Data - Materialized Views, Streams, Tasks, Pipelines - Query Processing, Profiling, Optimization |
| Data Collaboration & Protection | 10% | - Data Protection, Retention, Time Travel, Fail-safe - Data Clean Rooms, Collaboration Features - Secure Data Sharing, Listings, Marketplace |
Snowflake SnowPro® Core Certification (COF-C03日本語版) Sample Questions:
1. 仮想倉庫のクエリ待ち時間が、毎日多数のユーザーが同時に倉庫にアクセスしているため増加しています。この問題を最も費用対効果の高い方法で解決できる倉庫構成はどれですか？(2つ選択してください)。
A) 経済政策を用いて倉庫を運営する。
B) 倉庫の規模を拡大する。
C) 倉庫を最大化モードで実行します。
D) 倉庫を自動スケールモードで実行します。
E) 倉庫を拡張する。
2. ユーザーが外部ステージからデータを読み込む準備をしています
どの方法が最も効率的な積載性能をもたらすでしょうか？
A) 正規表現の実行にパターンマッチングを使用する
B) ファイルを論理的なパスに整理する
C) データを1つの大きなファイルに読み込む
D) キャッシュが維持されるように、ファイルを外部ステージに保存します。
3. Snowflakeアカウントのセキュリティにおいて、認証ポリシーはどのように影響しますか？
A) ユーザーがシングルサインオン(SSO)を使用してSnowflakeにアクセスできるようにします。
B) Snowflakeから外部ネットワーク宛先への送信トラフィックを制限します。
C) Snowflakeデータへの受信アクセスを制限します。
D) クライアントまたはユーザーがSnowflakeにアクセスする方法を制御します。
4. 接続情報を保存できるSnowSQLファイルの名前は何ですか？
A) snowsql.pubkey
B) 履歴
C) 設定
D) snowqLcnf
5. Snowflakeは、半構造化データをクエリする際に、どのデータ型をサポートしていますか？(2つ選択してください)
A) バリアント
B) XML
C) VARCHAR
D) 配列
E) BLOB
Solutions:
| Question # 1 Answer: D,E | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: A,D |
