Azure Databricks administration - ETL Workflow
What you'll learn
- Learn about Azure Databricks fundamentals, components of databricks like notebooks, cluster, pool, cluster policies,databricks cli, secret management.
- Prepare for Azure Databricks Certified Associate Platform Administrator by solving practise questions.
- How to enable logging in databricks using Azure log analytics workspace libraries, deploy JAR and query logs using Kusto query language for your spark app.
- Configure Continuous Integration and Delivery of your spark application using Azure DevOps, datathrust templates.
- Integrate databricks notebook with Git providers like Github.
- Run notebook on Azure Databricks via Jobs.
- Automate administration of Azure Databricks and resources via Terraform for multiple environments.
- Manage your Databricks cluster using Databricks CLI.
- Learn how to transform smaller datasets in csv, in Scala and SQL and push transformed data into Azure blob storage and databricks table.
Requirements
- Trial Subscription of Azure.
- IDE installed - Intellij or Visual Studio code preferred.
- Prior no knowledge of data platform is fine.
Description
In this Course, you will learn about spark based Azure Databricks, with more and more data growing daily take it any source be it in csv, text , JSON or any other format the consumption of data has been really easy via different IoT system. mobile phones internet and many other devices.
Azure Databricks provides the latest versions of Apache Spark and allows you to seamlessly integrate with open source libraries. Spin up clusters and build quickly in a fully managed Apache Spark environment with the global scale and availability of Azure.
Here is the 30,000 ft. overview of the agenda of the course, what will you learn and how you can utilise the learning into a real world data engineering scenario, this course is tailor made for some one who is coming from a background with no prior knowledge of Databricks and Azure and would like to start off their career in data world, specially around administering Azure Databricks.
Prepare for Azure Databricks Certified Associate Platform Administrator by solving practise questions.
Prepare for interviews and certification by solving quizzes at the end of sessions.
1. What is Databricks?
2. Databricks Components:
a. Notebook
b. Clusters
c. Pool
d. Secrets
e. Databricks CLI
f. Cluster Policy
3. Automate the entire administration activity via Terraform.
4. Mount Azure Blob Storage with Databricks.
5. Automate mount Azure Blob Storage with Databricks.
6. Load CSV data in Azure blob storage
7. Transform data using Scala and SQL queries.
8. Load the transform data into Azure blob storage.
9. Understand about Databricks tables and filessystem.
10. Configure Azure Databricks logging via Log4j and spark listener library via log analytics workspace.
11. Configure CI CD using Azure DevOps.
12. Git provider intergration.
13. Configure notebook deployment via Databricks Jobs.
Who this course is for:
- Data Engineers
- Infrastructure Engineers
- DataOps
- Databricks Engineers
Instructor
- 4.4 Instructor Rating
- 709 Reviews
- 4,382 Students
- 8 Courses
Site Reliability Engineer with solid hands-on experience in Google Cloud and Microsoft Azure technologies
Helped fortune 500 companies with the devops practices around setting up CI CD of applications, infrastructure automation using Terraform, pulumi.
Actively create content on different social media platform, and author of many courses published on udemy and other publisher channel.