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Microsoft Machine Learning Server

learn.microsoft.com/en-us/archive/blogs/mlserver

Microsoft Machine Learning Server Blog

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’16’17’18’19’20’21’22’23’24’25’26
Posts
88 from 3 Aug 2016 to 4 Mar 2019
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archived, read-only
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company blog
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https://learn.microsoft.com/en-us/archive/blogs/mlserver/feed.xml

2019 1

  1. We are moving!

2018 12

  1. Build Intelligent Web App with Machine Learning Service
  2. How to operationalize TensorFlow models in Microsoft Machine Learning Server
  3. Dockerizing R and Python Web Services
  4. Run R and Python Remotely in SQL Server from Jupyter Notebooks or any IDE
  5. How we are fixing our installer for Microsoft R Open on Linux
  6. Build Your Own Image Similarity Model
  7. How to operationalize Keras models in Microsoft Machine Learning Server
  8. Basics of R and Python Execution in SQL Server
  9. Build Your Own Text Classification Model
  10. Getting Started with Machine Learning Services in SQL Server
  11. On-Prem or On the Cloud
  12. Configuring Microsoft Machine Learning Server 9.3 to Operationalize Analytics using ARM Templates

2017 62

  1. How to use Tableau with SQL Server Machine Learning Services with R and Python
  2. Getting Started with Python Web Services using Machine Learning Server
  3. Configuring Microsoft Machine Learning Server to Operationalize Analytics using ARM Templates
  4. 1 Million predictions/sec with Machine Learning Server web service
  5. Amazon's AWS Lambda and Alexa Skill with Microsoft Machine Learning Server Operationalization
  6. Host chat-bots with Microsoft Machine Learning Server Operationalization
  7. Enterprise-friendly Java client for Microsoft Machine Learning Server
  8. Consuming O16N Web Services from Azure Functions
  9. Simplifying The Use of Azure Data Science Virtual Machine with R
  10. Importing data with Microsoft R Server
  11. Encrypting Communication between Web Node and Compute Node in Linux
  12. Machine Learning Services in SQL Server 2017
  13. Using R to generate API Client from Swagger
  14. Managing Loan Credit Risk using Microsoft R Server
  15. Understanding Server Traffic logs and detecting Denial of Service Attacks
  16. Set up an auto-scale environment to operationalize your R analytics, with just ONE CLICK
  17. End to End Loan ChargeOff Prediction Built Using Azure HDInsight Spark Clusters and SQL Server 2016 R Service
  18. Microsoft R Server 9.1 released on Azure HDInsight
  19. Using Certificates in R Server Operationalization for Linux
  20. From DeployR to R Server Operationalization
  21. Enterprise-grade R package management made easy in SQL Server
  22. rxExecBy - Productivity and scale with partitioned data
  23. Using RxOdbcData with Oracle Wallet
  24. Performance: rxExecBy vs gapply on Spark
  25. rxExecBy Insights on RxSpark Compute Context
  26. Using RStudio Server with Microsoft R Server Parcel for Cloudera
  27. Leveraging Microsoft R and in database analytics of SQL Server with R Services through Alteryx Designer
  28. Stratified Splitting using rxExecBy
  29. Microsoft ML on Spark and Hadoop
  30. Sentiment Analysis with a pre-trained model
  31. Microsoft R Server support for Rattle
  32. SQL Saturday 613: Building 1 million predictions per second with R-services and SQL Server 2016
  33. Running Pleasingly Parallel workloads using rxExecBy on Spark, SQL, Local and Localpar compute contexts
  34. Image featurization with a pre-trained deep neural network model
  35. Step by Step Guide to Setup LDAPS on Windows Server
  36. Role Based Access Control With MRS 9.1.0
  37. Pre-trained AlexNet model for MicrosoftML's rxNeuralNet
  38. Feature Engineering using R
  39. Running MicrosoftML in SQL Server 2016
  40. Galaxy classification with neural networks: a data science workflow
  41. 11 ways to deploy R Server on HDInsight Cluster
  42. Demonstration of capability of applying simple ML and TextMining techniques to perform prediction and draw allied characteristics
  43. Using R to perform FileSystem Operations on Azure Data Lake Store
  44. R Server and Shiny
  45. Getting started with GPU acceleration for MicrosoftML's rxNeuralNet
  46. Image Segmentation Using MicrosoftML
  47. mrsdeploy R package - ServiceOption data-dir
  48. REST Calls using PostMan for R server Operationalization
  49. REST Calls using PostMan for R server O16N
  50. Microsoft R Server VMs available in Azure China
  51. Classify Yelp restaurant reviews’ food origin with MicrosoftML
  52. Exporting large data using Microsoft R (IDE: RTVS)
  53. Predicting Hospital Length of Stay (LOS) using SQL Server 2016 with R Services
  54. Remote Spark Compute Context using PuTTY on Windows
  55. Microsoft R Server - Using Hive data source in Spark compute context
  56. Microsoft R Server Operationalization Examples
  57. Best practices for executing embarrassingly parallel workloads with R Server on Spark
  58. SQL R Services optimization for concurrent execution of sp_execute_external_script
  59. Data Transformation in Function rxDataStep
  60. Predicting NYC Taxi Tips using MicrosoftML
  61. Using MRS with Teradata: Limitations of Teradata's API and Temporary Constant Columns
  62. Microsoft R Server 9.0 VMs now support Ubuntu and Korea regions

2016 13

  1. Microsoft R Server 9.0.1 is Packed with Exciting New Capabilities
  2. Data Exploration in XDF Files using ScaleR Functions
  3. Pattern Matching on xdf files in Microsoft R Server
  4. Importing .dbf files in Microsoft R Server
  5. Performance Optimization When Using rxExec() to Parallelize Algorithms
  6. Data Wrangling in XDF files using ScaleR Functions
  7. Integrating PolyBase with Cloudera using Active Directory Authentication
  8. Joseph Sirosh's Keynote on 1 Million Predictions Per Second
  9. SQL R Services optimization for concurrent execution of sp_execute_external_script
  10. DeployR log rotation to avoid large catalina.out
  11. MRS Capability Extension: Importing and Exporting Large In-Memory Data Frames
  12. Understanding Grid Nodes and Slots in DeployR
  13. Enterprise Security in DeployR 8.0.5