The vector database market is set to grow at a 20% CAGR by 2032 (Global Market Insights). This course gives data scientists, ML engineers, GenAI engineers, and software developers the sought-after skills for performing vector searches in NoSQL databases.
Vector Search with NoSQL Databases using MongoDB & Cassandra
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Vector Search with NoSQL Databases using MongoDB & Cassandra
This course is part of Vector Database Fundamentals Specialization
Instructors: Skill-Up EdTech Team
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Gain insight into a topic and learn the fundamentals.
4.8
(22 reviews)
Intermediate level
Recommended experience
4 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
What you'll learn
Sought-after vector search skills in NoSQL databases that businesses need in just one week
How to store and index vectors efficiently and perform vector searches in MongoDB
How to store and query vectors and perform vector searches in Cassandra
How to apply vector search concepts to building practical applications like movie recommendation systems, inventory management, and personalization
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Recently updated!
June 2024
Assessments
3 assignments
Taught in English
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This course is part of the Vector Database Fundamentals Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There is 1 module in this course
Welcome to this module, where you’ll explore integrating vector search capabilities with NoSQL databases such as MongoDB and Cassandra. You’ll explore the fundamentals of MongoDB and Cassandra, its features for storing and querying vectors, and how to perform efficient vector searches. You’ll also learn how to leverage the unique features of each database system to perform efficient vector searches and build practical applications such as text similarity analysis and recommendation systems.
What's included
10 videos5 readings3 assignments4 app items6 plugins
Offered by
Recommended if you're interested in Data Management
DeepLearning.AI
DeepLearning.AI
University of Michigan
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4.8
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Reviewed on Oct 21, 2024
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Frequently asked questions
To get the most out of this course, it is useful if you already have a working knowledge of NoSQL database operations and applications.
It is also recommended that you have experience of working with Node. js and MongoDB.
This course is part of the Vector Database Fundamentals specialization.
When you complete the specialization, you will have valuable skills for roles such as machine learning engineers, generative AI engineers, database administrators, vector database application developers, data scientists, and geo-spatial engineers.
Only a modern web browser is required to complete this course and all hands-on labs.
You will get access to cloud-based environments to complete the labs at no charge.