Lesson 4: Challenges and Solutions

Navigating Challenges in Data Lakehouse Environments

Introduction:

As with any transformative technology, data lake houses come with their set of challenges. This module focuses on identifying and addressing common challenges related to data quality, security, and compliance.

Section 1: Addressing Data Quality Challenges

• Common Pitfalls: Recognize the challenges associated with maintaining data quality in a dynamic data lakehouse environment.
• Strategies for Improvement: Explore practical strategies for addressing and enhancing data quality.

Section 2: Security and Compliance

• Data Security Challenges: Examine the security challenges specific to data lake houses.
• Regulatory Compliance: Understand the importance of adhering to regulations and how to navigate compliance challenges.

Section 3: Continuous Improvement

• Adapting to Change: Discuss the importance of adapting to evolving data requirements and technology advancements.
• Strategies for Continuous Improvement: Explore best practices for ensuring the continuous improvement of your data lakehouse environment.