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2014
Overview
What's New
SQL Server 2019
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Editions & Features
SQL Server 2019
SQL Server 2017
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Release Notes
SQL Server 2019
SQL Server 2017
SQL Server 2016
SQL Server 2014
SQL Server 2012 Service Pack release notes
SQL Server 2012
SQL Server 2008 R2 SP2
Big Data Clusters
Overview
What are SQL Server Big Data Clusters?
Release notes
Install
Get Started
Deploy
Load sample data
Install Tools
Install big data tools
Install azdata
Install
macOS
Windows
Linux with apt
Linux with yum
Linux with zypper
With pip
Deploy
Deployment guidance
Deployed resources
Upgrade to a new release
Customize deployments
Configure storage
Offline deployments
Active Directory mode
Deploy with high availability
Master instance
HDFS node name and Spark
Kubernetes clusters
Azure Kubernetes Service
Kubeadm
OpenShift
Deployment scripts
AKS python script
ARO python script
Single node kubeadm script
Deploy with notebooks
Concepts
Application deployment
Controller
Master instance
Data pool
Storage pool
Compute pool
Security
Private cluster
Deploy
Manage
Restrict traffic
How
-
to guides
Configure
Cluster
SQL Server master instance
Configure Apache Spark & Apache Hadoop
Data virtualization
Relational data
Virtualize relational data
Query Oracle data
HDFS data
Virtualize CSV data
Query HDFS data
HDFS tiering
Mount ADLS Gen2 for HDFS tiering
Mount S3 for HDFS tiering
Manage HDFS permissions
Data ingestion
Load data with curl
Load data with SQL
Load data with Spark
Restore a database
Deploy and consume apps
Deploy with azdata
Deploy with VS Code
Consume apps
Run apps
Monitor apps
Big Data/Machine Learning
Use Machine Learning Services
(
Python, R
)
Machine learning quickstarts
Python
Run Python scripts
Data structures and objects
Python functions
Train and score a model
R
Run R scripts
Data types and objects
R functions
Train and score a model
Machine learning tutorials
Python
Ski rental
(
linear regression
)
Categorize customers
(
k
-
means clustering
)
NYC taxi tips
(
classification
)
R
Ski rental
(
decision tree
)
Categorize customers
(
k
-
means clustering
)
NYC taxi tips
(
classification
)
Manage Python, R packages
Python
Get Python package information
Install with sqlmlutils
R
Get R package information
Install with sqlmlutils
Create a miniCRAN repo
Tips for using R packages
Data wrangling using PROSE Code Accelerator
Spark machine learning models with MLeap
Use Sparklyr from RStudio
Integrate Spark with SQL Server
Manage
Connect
View cluster status
Manage with controller dashboard
Manage existing notebooks
Run a notebook with Spark
Performance
Tuning guide
Secure
Kubernetes RBAC for BDC
Update AZDATA_PASSWORD
Manage user access
Non root containers
Multiple BDCs in the same AD domain
Auto
-
generated AD objects
AD DNS reconciliation
Spark jobs
Submit Spark jobs in Azure Data Studio
Submit Spark jobs in IntelliJ
Submit Spark jobs in Visual Studio Code
Use extended Spark History Server
Troubleshoot
Troubleshoot Kubernetes
Troubleshoot pyspark notebook
Active directory domain group scope
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