What You Need to Know Before
You Start
Starts 9 June 2025 10:47
Ends 9 June 2025
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days
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hours
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minutes
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seconds
1 hour 10 minutes
Optional upgrade avallable
Not Specified
Progress at your own speed
Paid Course
Optional upgrade avallable
Overview
Are you ready to revolutionize your approach to data management? Welcome to "Data Lake Fundamentals:
A Quick Intro Guide".
Syllabus
- Introduction to Data Lakes
- Architecture of a Data Lake
- Data Lake Technologies and Tools
- Data Management in a Data Lake
- Data Lake Best Practices
- Use Cases and Applications
- Challenges and Pitfalls
- Conclusion and Next Steps
- Q&A and Course Wrap-up
Definition and Key Concepts
Data Lake vs. Data Warehouse: Key Differences
Benefits of Implementing a Data Lake
Core Components of a Data Lake
Data Ingestion Techniques
Storage Options and Technologies
Overview of Popular Data Lake Platforms
Open Source vs. Commercial Solutions
Integration with Big Data Technologies
Data Cataloging and Metadata Management
Data Governance and Compliance
Security and Access Controls
Designing an Efficient Data Lake Architecture
Ensuring Data Quality and Consistency
Cost Management and Optimization Strategies
Real-world Examples of Data Lakes in Various Industries
Common Data Lake Use Cases and Scenarios
Understanding Common Challenges in Data Lake Implementation
Strategies to Overcome Data Lake Implementation Pitfalls
Summary of Key Learnings
Further Reading and Resources for Deep Dive
Addressing Participants' Questions
Feedback and Improvement Suggestions
Taught by
Edson Pinheiro
Subjects
Business
