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Snowflake COF-C03日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Loading & Unloading | 15% | - File formats (JSON, CSV, Parquet, AVRO) - Bulk loading with COPY command - Continuous loading with Snowpipe - Data unloading and staging - Data ingestion best practices |
| Topic 2: Virtual Warehouses | 15% | - Warehouse monitoring and troubleshooting - Warehouse sizing and scaling - Cache concepts (warehouse, result, metadata) - Multi-cluster warehouses - Warehouse creation and configuration |
| Topic 3: Semi-Structured Data | 10% | - Array and object operations - Parsing and flattening semi-structured data - VARIANT data type |
| Topic 4: Security & Access Control | 10% | - Governance best practices - Masking policies - Authorization (roles, privileges) - Authentication (SSO, MFA) - Row-level and column-level security |
| Topic 5: Databases, Tables & Views | 18% | - Table types (permanent, transient, temporary) - Stored procedures and UDFs - Data manipulation (DML operations) - Column types and sequences - Clustering and micro-partitions - Views (standard, materialized, secure) |
| Topic 6: Data Sharing | 12% | - Data listing marketplace - Shares and reader accounts - Private sharing vs. Data Exchange - Reader account management |
| Topic 7: Performance Optimization & Monitoring | 4% | - Resource optimization techniques - Query history and monitoring - Query profiling and performance tuning |
| Topic 8: Cloud Platform Overview & Snowflake Key Concepts | 8% | - Snowflake editions and features - Virtual warehouse concepts and credit usage - Snowflake architecture layers (storage, compute, services) |
| Topic 9: Time Travel & Cloning | 10% | - UNDROP and historical data access - Time travel concepts and retention - Fail-safe concepts - Zero-copy cloning |
| Topic 10: Account Objects | 8% | - Organizations and accounts structure - Warehouses, databases, and schemas hierarchy - Resource monitors |
Snowflake SnowPro® Core Certification (COF-C03日本語版) Sample Questions:
1. Snowflakeのどの機能が、データのクエリと復元両方に使用されますか?
A) フェイルセーフ
B) クラスタキー
C) タイムトラベル
D) クローニング
2. 階層名を指定してVARIANT列から値を抽出するために使用できる関数はどれですか?
2つ選択してください。
A) TO_JSON()
B) PARSE_JSON()
C) GET()
D) GET_PATH()
E) LATERAL FLATTEN
3. どのスノーフレークオブジェクトにストレージ料金とクラウドコンピューティング料金の両方が発生しますか?(2つ選択してください)
A) トランジェントテーブル
B) マテリアライズドビュー
C) クラスター化テーブル
D) セキュアビュー
E) シーケンス
4. データ読み込み時のJSONファイル形式とCSVファイル形式の主な違いは何ですか?2つ選択してください。
A) JSONデータはクエリを実行する前にCSV形式に変換する必要があります
B) CSVはフラットな表形式データを保存します。
C) CSVは配列やオブジェクトなどの複雑なデータ型をサポートしています
D) JSONは、事前定義されたスキーマなしでVARIANT列にロードできます。
E) CSVファイルは読み込み時にデータ型を自動的に検出して適用します。
5. 将来の助成金で定義できるSnowflakeオブジェクトはどれですか?(2つ選択してください)。
A) 外部機能
B) マスク着用に関する方針
C) スキーマ
D) 仮想倉庫
E) データベース
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C,D | Question # 3 Answer: A,B | Question # 4 Answer: B,D | Question # 5 Answer: B,C |
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