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To take the Microsoft 070-475 exam, candidates should have experience designing and implementing big data solutions using Microsoft technologies. They should also have experience working with Microsoft Azure and be familiar with Microsoft Power BI. Candidates should also have a deep understanding of big data analytics technologies and be able to apply this knowledge to design and implement effective big data solutions.
Candidates who wish to take 070-475 exam must be familiar with Microsoft Azure, HDInsight, Hadoop, Spark, and other big data platforms. They should also have experience working with big data technologies such as Microsoft Azure Data Lake Store and Data Lake Analytics. Professionals who pass 070-475 exam will be able to demonstrate their knowledge and competence in big data and analytics solutions, which is a highly sought-after skill in the marketplace.
Reference: https://www.microsoft.com/en-pk/learning/exam-70-475.aspx
| Section | Weight | Objectives |
|---|---|---|
| Operationalize End-to-End Cloud Analytics Solutions | 25-30% | - Create and configure Azure Data Factory - Monitor and manage data pipelines - Move, transform, and analyze data - Design deployment strategies - Orchestrate data processing workflows |
| Design Machine Learning Solutions | 25-30% | - Create and manage experiments - Select input/output data types - Determine pre-processing and training locations - Apply custom processing with R and Python - Publish machine learning web services |
| Design Big Data Batch Processing and Interactive Solutions | 20-25% | - Ingest data for batch and interactive processing - Design and provision compute clusters - Design interactive queries for big data - Design for data security - Design for batch processing |
| Design Big Data Real-Time Processing Solutions | 25-30% | - Design for Lambda architecture - Ingest data for real-time processing - Design for real-time processing - Design and provision compute resources |
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