Databricks Data Engineer Associate Certification Preparation

سرفصل های دوره

1. Introduction

1. Introduction

2. (lab) Databricks community account

3. (lab) Free Databricks on Azure

4. Databricks Workspace tour

5.1 Accounts and workspaces.pdf

5. Account and workspaces

6.1 Accounts and workspaces.pdf

6. Clusters

7. (lab) Creating Clusters mp4

8.1 course-resources.zip

8. Course resources

2. Databricks Lakehouse Platform and its tools

1. What is databricks

2.1 Databricks architecture.pdf

2. Databricks architecture

3. Notebook basics

4. Deltalake

5. (Theory & lab) Reading txt and csv formats

6. (Theory & lab) Reading Delta format data

7. (Theory & lab) Creating Delta tables using CTAS

8. (Theory & lab) Delta table constraints

9. (Theory & lab) Delta table Partitions

10. (Theory & lab) Delta table Operations

11. (Theory & lab) Time-travel and optimization

12. (Theory & lab) Delta table optimization and VACCUM

13. (Theory) Delta cloning and external tables

14.1 Delta cloning and external tables.pdf

14. (lab) Delta cloning and external tables

3. ETL pipelines using Apache Spark SQL and Python

1. (Theory & lab) Relational Entities

2. Persistent, Temporary & Global Views

3. Combining and reshaping tables, and higher order functions

4. (Lab) Combining and reshaping tables, and higher order functions

5. (Theory & Lab) Joins and Sets

6. Passing data between pyspark DF and Spark SQL

7. (Theory & lab) UDF and control flows

4. Incremental data processing

1.1 (Quick guide) Incremental data processing.pdf

1.2 (Theory) Incremental data processing.pdf

1. Incremental data processing

2. (Lab) Structured streaming

3. (Lab) Autoloader

4.1 Multihop architecture.pdf

4. Multihop architecture

5. Multihop architecture discussion

6. (Lab) Multihop architecture implementation

7.1 Deltalive tables.pdf

7. Delta Live Tables

8. (Lab) Delta live tables

5. Production pipelines for data engineering applications and Databricks SQL

1. (Lab) Notebook parameters

2. (Lab) Databricks SQL, alerts & dashboards

3. (Lab) Scheduling a job

6. Entity permissions and Unity catalog

1.1 Entitity permissions.pdf

1. Entity permissions

2.1 Unity catalog.pdf

2. Unity Catalog

3. (Lab) Entity permissions

7. Exam guidance

1. Exam Guidance

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تولید کننده: Udemy