- Exam Code: 70-463
- Exam Name: Implementing a Data Warehouse with Microsoft SQL Server 2012/2014
- Updated: Oct 25, 2026
- Q & A: 267 Questions and Answers
Confidence on exam day comes from rehearsal, not luck. The Microsoft Implementing a Data Warehouse with Microsoft SQL Server 2012/2014 test engines from Actual4Dumps recreate the pressure of the real 70-463 environment, and by the time you have worked through all 267 questions, the format holds no surprises.
| Section | Objectives |
|---|---|
| Topic 1: Build and deploy multidimensional models | - Design and implement cubes using SSAS - Define measures, dimensions, and hierarchies - Implement OLAP storage and processing |
| Topic 2: Extract, transform, and load data | - Develop ETL solutions using SSIS - Implement data cleansing and data flow transformations - Manage incremental data loads |
| Topic 3: Build data warehouse infrastructure | - Implement SQL Server Agent jobs - Configure SQL Server Integration Services (SSIS) |
| Topic 4: Optimize and maintain a data warehouse | - Monitor and troubleshoot ETL processes - Implement security and access control - Performance tuning and query optimization |
| Topic 5: Design and implement data warehouse | - Design fact and dimension tables - Design logical and physical data warehouse schema - Implement indexing and partitioning strategies |
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You will face 40-60 questions within a time allowance of 120 minutes. Raw numbers aside, the real skill is pacing: candidates who run out of time usually spent too long on early questions. Our advice is to set a mental per-question budget, skip and revisit anything that stalls you, and complete at least two full timed runs in the Actual4Dumps test engine before the real appointment so the clock never rattles you.
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Passing the 70-463 exam earns you the MCSA: SQL Server (Data Warehouse specialization) certification, a Professional-level credential. It is the vendor's official proof that your skills meet the standard employers look for, and it regularly appears as a requirement in job postings. The certification also relates to MCSA: SQL Server 2012/2014, MCSE: Data Management and Analytics, so it can anchor a broader certification plan rather than stand alone.
Recommended experience with SQL Server, relational databases, and basic ETL concepts Because vendors revise their eligibility rules from time to time, treat this as a starting point and verify the latest requirements on the official exam page — see the official 70-463 exam outline before you commit to a test date.
The vendor organizes the Microsoft Implementing a Data Warehouse with Microsoft SQL Server 2012/2014 blueprint into 5 domains, led by Optimize and maintain a data warehouse, Extract, transform, and load data, Build and deploy multidimensional models. Every domain contains further subtopics, and the weighting tells you where your study hours pay off most — the full outline above has the complete picture, so review it before building your study plan.
The vendor recommends the following official courses for this exam:
Training builds knowledge, but it does not measure readiness. Once you finish a course, put yourself to the test with the 70-463 practice questions from Actual4Dumps — that is where you find out whether the material actually stuck.
You have a SQL Server Integration Services (SSIS) package. The package contains a script task that has the following comment.
// Update DataLoadBeginDate variable to the beginning of yesterday
The script has the following code.
Dts.variables["User::DataLoadBeginDate''].Value = DataTime.Today.AddDays(-1); The script task is configured as shown in the exhibit. (Click the Exhibit button.)
When you attempt to execute the package, the package fails and returns the following error message: ''Error:
Exception has been thrown by the target of an invocation.''
You need to execute the package successfully.
What should you do?
Correct Answer: D 🗳️
Explanation: Only visible for Actual4Dumps members. You can sign-up / login (it's free).
You are developing a SQL Server Integration Services (SSIS) package that loads data into a data warehouse hosted on Windows Azure SQL Database.
You must combine two data sources together by using the ProductID column to provide complete details for each record. The data retrieved from each data source is sorted in ascending order by the ProductID column.
You need to develop a data flow that imports the data while meeting the requirements.
How should you develop the data flow? (To answer, drag the appropriate transformation from the list of transformations to the correct location in the answer area.)
Correct Answer:

Explanation
You are creating a SQL Server Integration Services (SSIS) package to retrieve product data from two different sources. One source is hosted in a SQL Azure database. Each source contains products for different distributors.
Products for each distributor source must be combined for insertion into a single product table destination.
You need to select the appropriate data flow transformation to meet this requirement.
Which transformation types should you use? (Each answer represents a complete solution. Choose all that apply.)
Correct Answer: A,E 🗳️
Your company has a data mart that contains customer review data.
The customer reviews are of the product review or service review type.
You plan to load each customer review type to a separate fact table.
You create a SQL Server Integration Services (SSIS) package as shown in the exhibit. (Click the Exhibit button.)
You need to modify the package to load the customer review data to the new fact tables. The SSIS package must contain a single data flow.
What should you do?
Correct Answer: C 🗳️
You are designing a SQL Server Integration Services (SSIS) data flow to load sales transactions from a source system into a data warehouse hosted on Windows Azure SQL Database. One of the columns in the data source is named ProductCode.
Some of the data to be loaded will reference products that need special processing logic in the data flow.
You need to enable separate processing streams for a subset of rows based on the source product code.
Which Data Flow transformation should you use?
Correct Answer: D 🗳️
Explanation: Only visible for Actual4Dumps members. You can sign-up / login (it's free).
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