Azure Databricks Developer Guide

What is Azure Databricks?

Comparing Azure Databricks to HDInsight Spark

Core Scenarios

Machine learning and advanced analytics

Modern data warehouse

Real-time streaming

Azure Databricks architecture

The Azure Databricks workspace

Configuring the cluster

Monitoring & managing the cluster

Notebooks

Business intelligence and data visualization

Jobs

Azure Databricks Delta

Automation and orchestration

REST API

Databricks CLI

Azure Data Factory

Apache Airflow

Creating and using 3rd-party and local libraries

Developing Spark apps

Developing Spark structured streaming apps

Advanced settings and configuration

Spark Config

Logging

Cluster tags

External Hive Metastore

Security and network

User management

Manage Azure Databricks Access Control

Data sources

Solution-oriented scenario guidance

Machine learning

Deep learning with TensorFlow

Operationalization/deployment

Real-time structured streaming

MDW

Troubleshooting

Performance tuning