Azure Synapse Link for Azure Cosmos DB enables HTAP integration between operational data in Azure Cosmos DB and Azure Synapse Analytics runtimes for Spark and SQL.

Learn how to implement CI/CD workflows in Azure Databricks to automate the integration and delivery of code changes.

Beyond indexes for keyword searches, Couchbase also offers full-text indexes to search within document text using natural language capabilities. This course gives you a conceptual and hands-on understanding of full-text searches in Couchbase.

Streamline the implementation of Large Language Models (LLMs) with LLMOps (LLM Operations) in Azure Databricks. Learn how to deploy and manage LLMs throughout their lifecycle using Azure Databricks.

Multi-stage reasoning systems break down complex problems into multiple stages or steps, with each stage focusing on a specific reasoning task. The output of one stage serves as the input for the next, allowing for a more structured and systematic approach to problem-solving.

Retrieval Augmented Generation (RAG) is an advanced technique in natural language processing that enhances the capabilities of generative models by integrating external information retrieval mechanisms. When you use both generative models and retrieval systems, RAG dynamically fetches relevant information from external data sources to augment the generation process, leading to more accurate and contextually relevant outputs.

You explore different features and tools to help you develop architecture patterns with Azure Databricks Delta Live Tables.

Learn the most efficient method to access data in your SQL database using ADO.NET. Learn to simplify ADO.NET to just a few lines of code.

Kafka is one of the most widely-used platforms for building resilient and complex modern applications. This course will teach you how to build complex event-driven microservices using Kafka as a backbone of your application.

This course will teach you how to use the SQL Server database engine and Integration Services (SSIS) to develop, deploy, and monitor an ETL pipeline with the SQL Server data stack for dimension and fact tables.

Are you passionate about both the Azure cloud and NoSQL databases? If so, this course is meant for you. Quickly get up to speed with Azure Table Storage, Azure Cosmos DB multi-model APIs, and Azure Data Lake Gen2 dedicated to big data analytics.

Whether the common CSV or Excel file, or files from specialized statistical applications, R allows you to import data from a variety of sources. This course will show you how to import data from a variety of formats into R for further analysis.