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Data Ingestion using Databricks

2 Scenarios
50 Minutes
Beginner
masterclass poster
Industry
general
e-commerce
Skills
approach
data-understanding
data-storage
batch-etl
data-wrangling
Tools
databricks

Learning Objectives

Understand how to ingest data from a Data Lake in Databricks.
Learn how to mount a Data Lake and create Dataframes.
Explore how to connect to a database using JDBC.

Overview

This module starts with the fundamentals of ingesting data into Databricks from different sources. It covers two key activities: ingesting data from a Data Lake and connecting to a database using JDBC. You'll learn how to mount a data lake, create DataFrames, and establish database connections for efficient data retrieval.

Prerequisites

  • Basic knowledge of Databricks and Spark.
  • Familiarity with cloud storage
  • Basic SQL and database concepts.