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Free PDF 2026 Fantastic Microsoft DP-600: Latest Implementing Analytics Solution

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Free PDF 2026 Fantastic Microsoft DP-600: Latest Implementing Analytics Solution

Posted at before yesterday 04:45      View：11 | Replies：1        Print      Only Author   [Copy Link] 1#
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Microsoft DP-600 Exam Syllabus Topics:
TopicDetails
Topic 1
  • Prepare data: This section of the exam measures the skills of engineers and covers essential data preparation tasks. It includes establishing data connections and discovering sources through tools like the OneLake data hub and the real-time hub. Candidates must demonstrate knowledge of selecting the appropriate storage type—lakehouse, warehouse, or eventhouse—depending on the use case. It also includes implementing OneLake integrations with Eventhouse and semantic models. The transformation part involves creating views, stored procedures, and functions, as well as enriching, merging, denormalizing, and aggregating data. Engineers are also expected to handle data quality issues like duplicates, missing values, and nulls, along with converting data types and filtering. Furthermore, querying and analyzing data using tools like SQL, KQL, and the Visual Query Editor is tested in this domain.
Topic 2
  • Maintain a data analytics solution: This section of the exam measures the skills of administrators and covers tasks related to enforcing security and managing the Power BI environment. It involves setting up access controls at both workspace and item levels, ensuring appropriate permissions for users and groups. Row-level, column-level, object-level, and file-level access controls are also included, alongside the application of sensitivity labels to classify data securely. This section also tests the ability to endorse Power BI items for organizational use and oversee the complete development lifecycle of analytics assets by configuring version control, managing Power BI Desktop projects, setting up deployment pipelines, assessing downstream impacts from various data assets, and handling semantic model deployments using XMLA endpoint. Reusable asset management is also a part of this domain.
Topic 3
  • Implement and manage semantic models: This section of the exam measures the skills of architects and focuses on designing and optimizing semantic models to support enterprise-scale analytics. It evaluates understanding of storage modes and implementing star schemas and complex relationships, such as bridge tables and many-to-many joins. Architects must write DAX-based calculations using variables, iterators, and filtering techniques. The use of calculation groups, dynamic format strings, and field parameters is included. The section also includes configuring large semantic models and designing composite models. For optimization, candidates are expected to improve report visual and DAX performance, configure Direct Lake behaviors, and implement incremental refresh strategies effectively.

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Microsoft Implementing Analytics Solutions Using Microsoft Fabric Sample Questions (Q142-Q147):NEW QUESTION # 142
You have a Fabric tenant that contains JSON files in OneLake. The files have one billion items.
You plan to perform time series analysis of the items.
You need to transform the data, visualize the data to find insights, perform anomaly detection, and share the insights with other business users. The solution must meet the following requirements:
# Use parallel processing.
# Minimize the duplication of data.
# Minimize how long it takes to load the data.
What should you use to transform and visualize the data?
  • A. a Microsoft Power B1 report that uses core visuals
  • B. the pandas library in a Fabric notebook
  • C. the PySpark library in a Fabric notebook
Answer: C
Explanation:
Requirements:
Parallel processing # PySpark runs distributed across Spark clusters.
Minimize duplication of data # OneLake shortcut + Spark queries avoid unnecessary copies.
Time series analysis, anomaly detection, visualization # can be done in PySpark within Fabric Notebooks.
pandas (C) is single-threaded and not efficient for billions of items.
Power BI visuals (A) are good for visualization but not for transformation or large-scale anomaly detection.
Correct: B.
Reference: Use PySpark in Fabric notebooks

NEW QUESTION # 143
You have a Microsoft Power Bl semantic model that contains measures. The measures use multiple calculate functions and a filter function.
You are evaluating the performance of the measures.
In which use case will replacing the filter function with the keepfilters function reduce execution time?
  • A. when the filter function references a column from a single table that uses Import mode
  • B. when the filter function uses a nested calculate function
  • C. when the filter function references a measure
  • D. when the filter function references columns from multiple tables
Answer: B
Explanation:
The KEEPFILTERS function modifies the way filters are applied in calculations done through the CALCULATE function. It can be particularly beneficial to replace the FILTER function with KEEPFILTERS when the filter context is being overridden by nested CALCULATE functions, which may remove filters that are being applied on a column. This can potentially reduce execution time because KEEPFILTERS maintains the existing filter context and allows the nested CALCULATE functions to be evaluated more efficiently.

NEW QUESTION # 144
Hotspot Question
You have the source data model shown in the following exhibit.

The primary keys of the tables are indicated by a key symbol beside the columns involved in each key.
You need to create a dimensional data model that will enable the analysis of order items by date, product, and customer.
What should you include in the solution? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:


NEW QUESTION # 145
You need to migrate the Research division data for Productline2. The solution must meet the data preparation requirements. How should you complete the code? To answer, select the appropriate options in the answer area NOTE: Each correct selection is worth one point.

Answer:
Explanation:


NEW QUESTION # 146
You have a Fabric tenant that contains a warehouse named Warehouse1. Warehouse1 contains a fact table named FactSales that has one billion rows. You run the following T-SQL statement.
CREATE TABLE test.FactSales AS CLONE OF Dbo.FactSales;
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

Answer:
Explanation:


NEW QUESTION # 147
......
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Posted at before yesterday 22:38        Only Author  2#
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