Databricks 认证数据工程师助理完整指南
Databricks Certified Data Engineer Associate Complete Guide
- 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
- 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
- 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. Databricks Repos UI
- 7. Databricks Repos UI - PLS SEE THIS IF YOU CANNOT ACCESS THE REPO FROM THE LINK
- 8. Databricks Notebooks
- 9. Databricks Notebooks UI
- 10. Databricks notebook tutorials introduction
- 11. Databricks Notebooks DA tutorial
- 12. DE 1.3 Getting started with Databricks lab
- 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
- 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
- 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
- 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
- 8. S7. Unity Catalog & Entity Permissions in Databricks
- 1. Understanding Unity Catalog
- 2. External tables on Unity Catalog
- 9. S8. Discover and manage data using Data Explorer in Databricks
- 1. Managing permissions with Data Explorer UI
- 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
- 12. Conclusion
- 1. Congratulations
- 2. Next steps
- 3. Ways to reach out and contact me
- 13. Bonus
- 1. Bonus