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Data Storage and Queries

This course is part of DeepLearning.AI Data Engineering Professional Certificate.

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full DeepLearning.AI Data Engineering Professional Certificate program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

4.8

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Data Storage and Queries

This course includes

22 Hours

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

Free course

What you'll learn

  • Design efficient storage architectures for various use cases

  • Implement different storage systems including data warehouses and lakes

  • Optimize query performance using advanced SQL techniques

  • Work with graph databases and vector similarity search

  • Perform streaming queries using Apache Flink

Skills you'll gain

Advanced SQL
Data Warehousing
Database Architecture
Apache Flink
AWS Services
Query Optimization
Data Lakes
Graph Databases
Vector Search
Cloud Storage

This course includes:

4.4 Hours PreRecorded video

3 assignments

Access on Mobile, Tablet, Desktop

FullTime access

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There are 3 modules in this course

This comprehensive course explores the fundamentals of data storage systems and query optimization. Students learn about various storage architectures including object storage, block storage, and file systems, as well as modern data warehouse and lake concepts. The curriculum covers advanced SQL querying, graph databases with Neo4j, vector similarity search, and streaming queries using Apache Flink. Through hands-on labs, participants gain practical experience with AWS services like Glue and Lake Formation while learning to optimize query performance in both row and column-oriented storage systems.

Storage Ingredients and Storage Systems

Module 1 · 7 Hours to complete

Storage Abstractions

Module 2 · 6 Hours to complete

Queries

Module 3 · 9 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: DeepLearning.AI Data Engineering Professional Certificate

Instructor

Joe Reis
Joe Reis

4.8 rating

69 Reviews

13,421 Students

4 Courses

Leading Voice in Data Engineering and Best-Selling Author

Joe Reis is a prominent figure in data engineering, recognized as a best-selling author and a "recovering data scientist." He serves as a Data Engineer and Architect at DeepLearning.AI, where he also teaches courses on data engineering principles. Reis is the co-author of the acclaimed book "Fundamentals of Data Engineering" and is known for his engaging presentations as a global keynote speaker. His diverse roles include being a professor, podcaster, and writer, where he shares insights on effective data practices and the evolving landscape of data careers. Through his work, Reis aims to empower others in the field by providing practical knowledge and strategies for success in data engineering.

Data Storage and Queries

This course includes

22 Hours

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

Free course

Testimonials

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Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.