Databricks Certified Data Engineer Associate Exam Prep 2023

سرفصل های دوره

Databricks Certified Data Engineer Associate 2023 V3 Exam Guide | Databricks | Databricks Data Engineer Bootcamp

1. Introduction

1. Introduction to this course

2. Instructor overview

3. Introduction to Databricks Data Engineer Associate

4. Introduction to Databricks

5. Course roadmap and curriculum

6.1 Course Curriculum v2.pdf

6. Course and exam curriculum.html

7. Ways to reach out

8. Keys to success

9. Leave a rating

10. Watch in 1080p

2. S1 Data Lakehouse and Delta Lake in Databricks

1. Databricks the Lakehouse Platform overview

2. Delta lake

3. Introduction to Unity Catalog

4. Databricks and cloud provider

5. Data engineering in Databricks

6.1 Section 2 S1.pdf

6. Slides.html

3. S2. Data Science and Engineering workspaces in Databricks

1. Create an account in Databricks

2. Navigating the Databricks UI

3. Databricks Cluster

4. Create a Databricks Cluster

5. Databricks Repos

6.1 Databricks Github Link.txt

6. Databricks Repos UI

7.1 Databricks Github Link.txt

7. Databricks Repos UI - PLS SEE THIS IF YOU CANNOT ACCESS THE REPO FROM THE LINK

8. Databricks Notebooks

9. Databricks Notebooks UI

10.1 Databricks Github Link.txt

10. Databricks notebook tutorials introduction

11.1 Databricks Github Link.txt

11. Databricks Notebooks DA tutorial

12.1 Databricks Github Link.txt

12. DE 1.3 Getting started with Databricks lab

13.1 Section 3 S2.pdf

13. Slides.html

4. S3. Relational entities (databases, tables, views) in Databricks

1. Databricks workflows

2. DE 2.1 Querying files directly demo

3. DE 2.2 Querying files directly demo

4.1 Section 4 S3.pdf

4. Slides.html

5. S4. ELT (Spark SQL and Python) in Databricks

1. DE 2.3 Extract data

2. DE 2.4 Cleaning data

3. DE 2.5 Complex transformations

4. DE 2.6 Reshape Data Lab

5. DE 2.7A SQL UDFs

6. DE 2.99 Higher order functions

7. DE 2.7B Python UDFs

8. Module 2.0 Summary

9. DE 3.1 Schemas and Tables

10. DE 3.2 - Version and Optimize Delta Tables

11. DE 3.3L - Manipulate Delta Tables Lab

12. DE 3.4 - Set Up Delta Tables

13. DE 3.5 - Load Data into Delta Lake

14. DE 3.6L - Load Data Lab

15. Module 3.0 Summary

16.1 Section 5 S4.pdf

16. Slides.html

6. S5. Structured Streaming and Delta Live Tables in Databricks

1. Structured Streaming

2. Delta Live Tables Part 1

3. Delta Live Tables Part 2

4. DE 4.1 - DLT UI Walkthrough

5. DE 4.1.1 - Orders Pipeline

6. DE 4.1.2 - Customers Pipeline

7. DE 4.1.3 - Status Pipeline

8. DE 4.2 - Python vs SQL

9. DE 4.3 - Pipeline Results

10. DE 4.4 - Pipeline Event Logs

11. DE 4.99 - Land New Data

12. Module 4.0 Summary

13.1 Section 6 S5.pdf

13. Slides.html

7. S6. Navigating Workflows and Production Pipelines in Databricks

1. DE 5.1.1 - Task Orchestration

2. DE 5.2.1L - Lab Instructions Part 1

3. DE 5.2.1L - Lab Instructions Part 2

4. Module 5.0 Summary

5.1 Section 7 S6.pdf

5. Slides.html

8. S7. Unity Catalog & Entity Permissions in Databricks

1. Understanding Unity Catalog

2. External tables on Unity Catalog

3.1 Section 8 S7.pdf

3. Slides.html

9. S8. Discover and manage data using Data Explorer in Databricks

1. Managing permissions with Data Explorer UI

2.1 Section 9 S8.pdf

2. Slides.html

10. S9. Navigating Databricks SQL

1. How to create a SQL warehouse

2. DE 7.1 - Navigating Databricks SQL and Attaching to Warehouses

3. DE 7.2 - Last Mile ETL with DBSQL

4. Module 7.0 Summary

5.1 Section 10 S9.pdf

5. Slides.html

11. Exam Preparation

1.1 PracticeExam-DataEngineerAssociate.pdf

1. Official Databricks Practice Exam.html

12. Conclusion

1. Congratulations

2. Next steps

3. Ways to reach out and contact me

13. Bonus

1. Bonus

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