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The Design and Implement Big Data Analytics Solutions (70-475日本語版) certification exam is designed for professionals who are responsible for designing, building, and deploying big data analytics solutions. These solutions must be able to analyze data and extract insights that can drive business decisions. The 070-475 exam is intended for professionals who have experience working with big data technologies such as Hadoop, Spark, and Azure Data Lake. Design and Implement Big Data Analytics Solutions (70-475日本語版) certification exam is also ideal for professionals who work with SQL Server and other relational databases to create big data solutions.
Reference: https://www.microsoft.com/en-pk/learning/exam-70-475.aspx
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Design Big Data Batch Processing and Interactive Solutions | 20-25% | - Design for batch processing - Design for data security - Design interactive queries for big data - Design and provision compute clusters - Ingest data for batch and interactive processing |
| Topic 2: Operationalize End-to-End Cloud Analytics Solutions | 25-30% | - Monitor and manage data pipelines - Create and configure Azure Data Factory - Move, transform, and analyze data - Orchestrate data processing workflows - Design deployment strategies |
| Topic 3: Design Machine Learning Solutions | 25-30% | - Select input/output data types - Apply custom processing with R and Python - Create and manage experiments - Publish machine learning web services - Determine pre-processing and training locations |
| Topic 4: Design Big Data Real-Time Processing Solutions | 25-30% | - Design for Lambda architecture - Design for real-time processing - Ingest data for real-time processing - Design and provision compute resources |
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