Databricks is a cloud-based data engineering tool used to process and transform large amounts of data and explore the data through machine learning models. It combines data warehouses & data lakes into a lakehouse architecture.


您将学到什么
Learn to integrate AWS with Databricks.
Learn Data Lineage, Databricks Tags and Data Catalog in Databricks.
Learn to implement RBAC (Role-Based Access Control) in Databricks.
您将获得的技能
- Personally Identifiable Information
- Metadata Management
- Data Pipelines
- Data Architecture
- Amazon Redshift
- Data Warehousing
- Extract, Transform, Load
- Data Quality
- Data Governance
- General Data Protection Regulation (GDPR)
- Data Lakes
- Amazon Web Services
- Databricks
- Fraud detection
- Role-Based Access Control (RBAC)
- Data Cleansing
- Data Management
- Data Security
要了解的详细信息

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12 项作业
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该课程共有4个模块
Welcome to Week 1 of Data Governance with Databricks course. This week, you will learn about Introduction to Databricks on AWS. Additionally, you will learn about the benefits and features of Databricks and AWS Integration.
涵盖的内容
9个视频3篇阅读材料3个作业1个讨论话题
This week, we learn Data Classification Techniques including Data Lineage and Impact Analysis and Metadata Management and Data Catalogs. We will also learn about the Data Profiling and Quality Assessment, Data Cleansing Techniques and implement Data Cleansing Pipelines in Databricks.
涵盖的内容
8个视频1篇阅读材料3个作业
This week, we will learn about RBAC, Data Access Control Models and Data security policies in Databricks. We will also learn how to implement RBAC in Databricks, and Data Security Best practices.
涵盖的内容
10个视频1篇阅读材料3个作业
This week, we will learn about Data Governance in Data Pipelines including Data Lineage in Data Pipelines, ETL/ELT processes, Data Versiong and Change Data Capture. We will also about Data Governance Best Practices and Tools including Continuous Improvement of Data Governance Processes and implementation and applying best practices in Data goverance.
涵盖的内容
14个视频3篇阅读材料3个作业
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