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
Vector Search with NoSQL Databases using MongoDB & Cassandra
This course is part of Vector Database Fundamentals Specialization
Taught in English
Some content may not be translated
Instructors: Skill-Up EdTech Team
Included with 
Course
Gain insight into a topic and learn the fundamentals
Intermediate level
Recommended experience
4 hours (approximately)
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
Details to know
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Recently updated!
June 2024
Assessments
3 assignments
Course
Gain insight into a topic and learn the fundamentals
Intermediate level
Recommended experience
4 hours (approximately)
Flexible schedule
Learn at your own pace
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
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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- Develop job-relevant skills with hands-on projects
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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
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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.