Azure Data Architecture Guide – Blog #3: Advanced analytics and deep learning

We'll continue to explore the Azure Data Architecture Guide with our third blog entry in this series. The entries for this blog series are:

• Azure Data Architecture Guide – Blog #1: Introduction
• Azure Data Architecture Guide – Blog #2: On-demand big data analytics
• Azure Data Architecture Guide – Blog #3: Advanced analytics and deep learning - This one
• Azure Data Architecture Guide – Blog #4: Hybrid data architecture
• Azure Data Architecture Guide – Blog #5: Clickstream analysis
• Azure Data Architecture Guide – Blog #6: Business intelligence

Like the previous post, we'll work from a technology implementation seen directly in our customer engagements. The example can help lead you to the ADAG content to make the right technology choices for your business.

Advanced analytics and deep learning

Go beyond historical reporting and exploratory analysis of your data by enabling predictive processing and automated decision making with Azure services like Azure Machine Learning and Apache Spark on HDInsight. When you need to harness the power of multiple GPUs to build sophisticated deep neural architectures and train them on a large data set, get a jump start on the task with Deep Learning Virtual Machines and CNTK, the unified deep-learning toolkit by Microsoft. See also this deep learning sample architecture.

• Azure Machine Learning
• Deep Learning Virtual Machines
• Apache Spark on HDInsight
• Azure Storage blobs
• HDInsight with Spark
• Azure App Service

• Big data architectures
  • Big data overview
  • Machine learning at scale
• Scenarios
  • Advanced analytics
  • Working with CSV and JSON files for data solutions
• Technology Choices
  • Choosing a machine learning technology in Azure

Please peruse ADAG to find a clear path for you to architect your data solution on Azure:

• Read the Azure Data Architecture Guide

Azure CAT Guidance

"Hands-on solutions, with our heads in the Cloud!"

• Anonymous
  November 30, 2018
  Since i saw the same mistake at blog 6, here as well, all the links under: Highlighted services are not working.
  • Anonymous
    December 04, 2018
    I updated these. Thanks, Ralf!