Vector Databases Deep Dive

In this 2 hr course, you'll explore the cutting-edge world of vector databases, understanding their fundamentals and advanced practical applications. Learn how to effectively utilize platforms like Pinecone and Milvus for innovative data storage and retrieval solutions.

What I will be able to do after this course

• Understand the fundamental principles of vector databases and their unique use cases.
• Differentiate between vector databases and traditional database systems.
• Master advanced indexing techniques such as HNSW and product quantization.
• Gain practical knowledge of implementing vector data querying with real-life platforms like Milvus.
• Learn to apply vector databases in real-world scenarios for enhanced data management.

Course Instructor(s)

Babajide Ogunjobi is an experienced data storage expert with a background in vector databases and their applications in modern systems. With years of experience teaching technical concepts clearly and engagingly, Babajide combines in-depth theoretical knowledge with practical insights to enhance the learning experience.

Who is it for?

This course is ideal for data scientists looking to enhance their data retrieval solutions, machine learning engineers aiming to apply vector databases in models, and database administrators seeking new technologies for efficient data storage. A basic understanding of databases and data representations is helpful but all key concepts are well introduced and explained.