Vector Databases: An Introduction with Chroma DB
Master vector database fundamentals and learn hands-on implementation with Chroma DB for AI-powered similarity searches and data management.
Master vector database fundamentals and learn hands-on implementation with Chroma DB for AI-powered similarity searches and data management.
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 Vector Database Fundamentals Specialization 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.
Instructors:
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What you'll learn
Understand vector database concepts and their role in AI applications
Differentiate between vector and traditional databases
Set up and manage vector database environments
Perform vector database operations using Chroma DB
Implement similarity searches for real-world applications
Skills you'll gain
This course includes:
0.88 Hours PreRecorded video
3 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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There is 1 module in this course
This introductory course provides a comprehensive foundation in vector databases, focusing on their application in modern AI systems. Students learn the fundamental concepts of vector databases, their differences from traditional databases, and practical implementation using Chroma DB. The curriculum covers setting up environments, performing database operations, and implementing similarity searches for real-world applications like e-commerce recommendations and cybersecurity fraud detection. Special emphasis is placed on hands-on experience with Chroma DB architecture and operations.
Building Blocks of Vector Databases
Module 1 · 4 Hours to complete
Fee Structure
Instructors
Experienced Full Stack Web Developer and Educator
Richa Arora is a seasoned Full Stack Web Developer with over 9 years of experience, specializing in MERN and MEVN stacks. Her mission is to empower aspiring developers by simplifying complex technical concepts and guiding them through the full web development journey—from the basics to advanced topics. Richa excels at making learning enjoyable and rewarding by combining clear explanations with hands-on projects. She has designed several courses, including Developing Front-End Apps with React, JavaScript Programming Essentials, and Mobile App Development with React Native. Through her courses, Richa aims to equip students with the practical skills needed to succeed in the fast-evolving world of web development, ensuring they gain confidence and expertise in building modern, scalable web applications.
Empowering Businesses, Professionals, and Students with Job-Ready Skills
At IBM Skills Network, we understand the importance of building hands-on, job-ready skills quickly to stay competitive in today’s fast-paced world. Our courses, developed by industry experts at the forefront of technological innovation, cover key areas such as AI, software development, cybersecurity, data science, and business management. With real-world insights and practical learning in every module, we equip both individuals and teams with the future-focused technical and business knowledge necessary for success in an ever-evolving landscape.
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Frequently asked questions
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