Get started with language models in Azure Databricks

Module
8 Units

Intermediate

Data Engineer

Azure Databricks

Large Language Models (LLMs) have revolutionized various industries by enabling advanced natural language processing (NLP) capabilities. These language models are utilized in a wide array of applications, including text summarization, sentiment analysis, language translation, zero-shot classification, and few-shot learning.

Learning objectives

In this module, you learn how to:

Describe Generative AI.
Describe Large Language Models (LLMs).
Identify key components of LLM applications.
Use LLMs for Natural Language Processing (NLP) tasks.

Prerequisites

Before starting this module, you should be familiar with Azure Databricks. Consider completing Explore Azure Databricks before starting this module.

Introduction min
Understand Generative AI min
Understand Large Language Models (LLMs) min
Identify key components of LLM applications min
Use LLMs for Natural Language Processing (NLP) tasks min
Exercise - Explore language models min
Module assessment min
Summary min