Databricks 认证数据工程师助理完整指南
上次更新时间：2024-11-11
课程售价: 2.9 元
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课程内容
1. Introduction
2. S1 Data Lakehouse and Delta Lake 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
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
8. S7. Unity Catalog & Entity Permissions in Databricks
9. S8. Discover and manage data using Data Explorer in Databricks
10. S9. Navigating Databricks SQL
12. Conclusion
13. Bonus
课程内容
12个章节 , 71个讲座
1. Introduction
2. S1 Data Lakehouse and Delta Lake 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
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