Exam 70-475 (Designing and Implementing Big Data Analytics Solutions)
Posted by Pramod Singla on December 1, 2016
Skills Measured – Some Links
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Design big data batch processing and interactive solutions (20-25%)
- Ingest data for batch and interactive processing, design and provision compute clusters, design for data security, design for batch processing, design interactive queries for big data
- https://azure.microsoft.com/en-us/documentation/services/data-lake-store/
- https://azure.microsoft.com/en-us/documentation/services/sql-data-warehouse/
- https://azure.microsoft.com/en-us/documentation/articles/batch-api-basics/
- https://azure.microsoft.com/en-us/documentation/services/data-lake-analytics/
Design big data real-time processing solutions (25-30%)
- Ingest data for real-time processing, design and provision compute resources, design for lambda architecture, design for real-time processing
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- https://azure.microsoft.com/en-us/documentation/services/stream-analytics/
- https://azure.microsoft.com/en-us/documentation/articles/hdinsight-hadoop-introduction/#overview and following the learning guide: https://azure.microsoft.com/en-us/documentation/learning-paths/hdinsight-self-guided-hadoop-training/ – remember you need to appreciate Spark and Storm
Design machine-learning solutions (25-30%)
- Create and manage experiments, determine when to pre-process or train inside Machine Learning Studio, select input/output types, apply custom processing steps with R and Python, publish web services
- This is the one resource that will probably tip you over to passing this section. Fudge, I should have read it with more gusto, especially since the author is a fellow CSA and it is an easy read: http://blogs.msdn.com/b/microsoft_press/archive/2015/04/15/free-ebook-microsoft-azure-essentials-azure-machine-learning.aspx
- https://azure.microsoft.com/en-us/documentation/articles/machine-learning-what-is-ml-studio/
- https://azure.microsoft.com/en-us/documentation/articles/machine-learning-publish-a-machine-learning-web-service/
- https://azure.microsoft.com/en-us/documentation/articles/machine-learning-retrain-models-programmatically/
Operationalize end-to-end cloud analytics solutions (25-30%)
- Create a data factory, orchestrate data processing activities in a data-driven workflow, monitor and manage the data factory, move, transform, and analyze data
- https://azure.microsoft.com/en-us/documentation/learning-paths/data-factory/ ß I love these learning paths, this is a good one
- https://azure.microsoft.com/en-us/documentation/articles/data-factory-monitor-manage-pipelines/
- https://azure.microsoft.com/en-us/documentation/articles/data-factory-data-movement-activities/
- https://azure.microsoft.com/en-us/documentation/articles/data-factory-data-processing-using-batch/
- Ingest data for batch and interactive processing, design and provision compute clusters, design for data security, design for batch processing, design interactive queries for big data
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Useful Videos:https://mva.microsoft.com/en-US/training-courses/design-and-implement-big-data-advanced-analytics-solutions-16531?l=9OzFyzWdC_5006218965
Other links:https://www.microsoft.com/en-us/learning/exam-70-475.aspxhttps://www.microsoft.com/en-us/learning/exam-70-475.aspx
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Alessandro Coppola said
Hello,
very useful links, thanks a lot. Mi trouble is :links for Item “big data real-time processing solutions ” are missing or they are included in the ones for “Design big data batch processing and interactive solutions”
Thanks again,
cheers,
ALessandro Coppola
Pramod Singla said
Glad you find it useful!
Pramod Singla said
@Alessandro,updated the blog with links for big data real time processing..