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Databricks Databricks-Certified-Data-Analyst-Associate日本語 Exam Overview:

Certification Vendor:Databricks
Exam Name:Databricks Certified Data Analyst Associate Exam
Exam Number:Databricks-Certified-Data-Analyst-Associate
Real Exam Qty:45
Certificate Validity Period:2 years
Exam Price:$200 USD
Passing Score:70%
Related Certifications:Databricks Certified Data Engineer Associate
Databricks Certified Machine Learning Associate
Available Languages:English
Exam Format:Multiple Choice
Exam Duration:90 minutes
Sample Questions:Databricks Databricks-Certified-Data-Analyst-Associate日本語 Sample Questions
Exam Way:Online proctored or test center proctored
Pre Condition:No formal prerequisites. Databricks recommends 6+ months of hands-on experience with data analysis and Databricks SQL.
Official Syllabus URL:https://www.databricks.com/learn/certification/data-analyst-associate

Databricks Databricks-Certified-Data-Analyst-Associate日本語 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Analyzing Queries15%- Query Analysis
  • 1. Reading Query Plans
  • 2. Monitoring Query Execution
  • 3. Performance Tuning
Topic 2: Importing Data5%- Data Import
  • 1. Creating Tables from Imported Data
  • 2. Loading CSV and JSON Data
  • 3. Uploading Files
Topic 3: Executing Queries Using Databricks SQL and SQL Warehouses20%- SQL Querying
  • 1. SQL Warehouses
  • 2. Joins and Subqueries
  • 3. Filtering and Aggregation
  • 4. Writing SQL Queries
  • 5. Query Optimization
Topic 4: Data Modeling with Databricks SQL5%- Modeling Concepts
  • 1. Data Organization
  • 2. Fact and Dimension Tables
  • 3. Views and Relationships
Topic 5: Managing Data8%- Data Management
  • 1. Handling Missing and Invalid Data
  • 2. Tagging and Lineage
  • 3. Discovering Data Assets
  • 4. Cleaning Data with SQL
Topic 6: Creating Dashboards and Visualizations16%- Visualization
  • 1. Charts and Graphs
  • 2. Alerts and Filters
  • 3. Sharing and Publishing
  • 4. Dashboards
Topic 7: Securing Data8%- Security and Access Control
  • 1. Unity Catalog Security
  • 2. Data Access Policies
  • 3. Permissions and Roles
Topic 8: Developing AI/BI Genie Spaces12%- AI and BI Features
  • 1. Workspace Configuration
  • 2. AI/BI Genie
  • 3. Natural Language Queries
Topic 9: Understanding of Databricks Data Intelligence Platform11%- Catalog and Governance
  • 1. Data Lineage
  • 2. Managed and External Tables
  • 3. Views and Certified Tables
  • 4. Catalogs and Schemas
- Platform Components
  • 1. Databricks SQL
  • 2. Unity Catalog
  • 3. Delta Lake
  • 4. Mosaic AI
  • 5. Lakeflow Jobs

Frequently Asked Questions About Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版)

The Databricks-Certified-Data-Analyst-Associate日本語 exam leads to the Data Analyst certification, a Associate-level credential from Databricks. It validates the skills measured by the Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版) syllabus and is a recognized step for IT professionals building their careers, and it sits alongside related credentials such as Databricks Certified Data Engineer Associate, Databricks Certified Machine Learning Associate.

The Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版) exam includes 45 questions and gives you 90 minutes to complete them. That works out to a fairly tight pace, so reading each question carefully but decisively matters more than perfectionism. If a question stalls you, flag it and move on; banking the easier points first keeps time pressure from snowballing near the end. Before test day, run at least one full timed session with the Actualtests4sure practice test so the rhythm feels familiar rather than rushed.

You need 70% to pass the Databricks-Certified-Data-Analyst-Associate日本語 exam, and the official registration fee is $200 USD. Keep in mind that a failed attempt means paying the full fee again to retake the exam, so it pays to be honest with yourself before booking a seat. A practical benchmark: work through the 118 practice questions at Actualtests4sure until you can score comfortably above the passing line in timed mode, then schedule your exam.

No formal prerequisites. Databricks recommends 6+ months of hands-on experience with data analysis and Databricks SQL. Because Databricks may adjust its policies over time, we recommend confirming the latest requirements on the official exam page (official exam page) before you register.

Yes. Actualtests4sure offers a free PDF demo of the Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版) material, so you can review the question style and answer quality before making a decision. Every purchase also includes 365 days of free updates, and after that period you can extend your updates at a 50% discount, which keeps your preparation current through 2026 and beyond.

If you take the Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版) exam within 60 days of your purchase and do not pass, Actualtests4sure offers a full refund under its Money Back Guarantee. To apply, send a scanned copy of your exam enrollment slip together with your official Score Report in PDF format within 2 days of the exam date, and your claim will be processed within 7 days. The guarantee applies only to the corresponding exam: attempts made within 3 days of purchase, exams downloaded but never actually taken, free materials, and expired orders are not eligible, and the candidate name must match the purchaser name. If you would rather not take a refund, you can exchange your product for two additional exam preparation products of equal value and keep the update service on your original purchase. Delivery itself is instant: your product is available for download right after payment and is also sent to your email within one minute, and if it has not arrived within 2 hours, contact our support team. There is no limit on how many computers you can install it on.

The Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版) syllabus is divided into 9 main domains, including Securing Data (8%), Managing Data (8%), Analyzing Queries (15%). Each domain carries a different share of the total score, so knowing where the weight sits helps you allocate your study time wisely. You will find the complete, up-to-date outline in the Exam Topics section above.

Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版) Sample Questions:

Question #1

データエンジニアとデータアナリストが協力してデータパイプラインを構築しています。データエンジニアはPythonを使用してパイプラインのraw、bronze、silverレイヤーを担当し、データアナリストはSQLを使用してパイプラインのgoldレイヤーを担当しています。パイプラインのrawソースはストリーミング入力です。彼らは現在、パイプラインをDelta Live Tablesを使用するように移行したいと考えています。
Delta Live Tablesへの移行時に、パイプラインに対して以下のどの変更が必要になりますか?

  • A. パイプラインはすべてSQLで記述する必要があります。
  • B. パイプラインでは、ストリーミングソースの代わりにバッチソースを使用する必要があります。
  • C. パイプラインは、SQLとPythonの異なるノートブックソースを持つことができます。
  • D. パイプラインはすべてPythonで記述する必要があります。
Answer: C

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Question #2

変数の平均値と中央値に意味のある違いが生じるのは次のどの状況ですか?

  • A. 変数がカテゴリ型の場合
  • B. 変数に欠損値が含まれていない場合
  • C. 変数に極端な外れ値が多数含まれている場合
  • D. 変数に外れ値が含まれていない場合
  • E. 変数がブール型の場合
Answer: C

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Question #3

データアナリストは最近、Databricks SQLを使用する新しいチームに加わりましたが、これまでDatabricksを使ったことはありませんでした。アナリストは、Databricks SQLのどこでSQLクエリを記述して実行できるかを知りたいと思っています。
アナリストが SQL クエリを記述して実行できるのは次のどのページですか?

  • A. ダッシュボードページ
  • B. クエリページ
  • C. データページ
  • D. アラートページ
  • E. SQLエディタページ
Answer: E

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Question #4

データエンジニアが、中央のGitリポジトリからクローンしたDatabricksリポジトリでコードを実行しています。同僚から、変更が加えられ、中央のGitリポジトリに同期されたとの連絡がありました。データエンジニアは、中央のGitリポジトリから変更を取り込むために、自身のDatabricksリポジトリを同期する必要があります。
データエンジニアがこのタスクを完了するために実行する必要があるGit操作は次のうちどれですか?

  • A. 押す
  • B. クローン
  • C. 引っ張る
  • D. コミット
  • E. 行く
Answer: C

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Question #5

管理対象テーブルの所有者を特定するにはどの場所を使用できますか?

  • A. SQLエディタを使用してテーブルページの所有者フィールドを確認します
  • B. カタログエクスプローラを使用してテーブルページの所有者フィールドを確認します
  • C. データエクスプローラーを使用してデータベースページの所有者フィールドを確認します。
  • D. データエクスプローラーを使用してスキーマページの所有者フィールドを確認します。
Answer: B

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