Course Outline
Introduction to High-Dimensional Data
- Understanding data dimensions
- Importance in AI and machine learning
Basics of Vector Databases
- What are vector databases?
- Key features and benefits
- Vector databases vs traditional databases
Working with Vector Data
- Types of vector data
- Basic operations on vectors
- Introduction to vector embeddings
Indexing and Searching
- Simple indexing strategies
- Performing basic similarity searches
- Use cases for similarity searches
Vector Databases and AI
- How vector databases support AI
- Simple AI applications using vector databases
- Future trends in vector databases
Hands-On Exercises
- Creating a small vector database
- Indexing and searching vector data
- Discussing real-world applications
Summary and Next Steps
Requirements
- Familiarity with database principles
- No prior experience with machine learning required
Audience
- Software developers
- Database administrators
Testimonials (4)
I like that Kamil adjusted the materail for me and my understand. He really wanted to make sure I understood.
Austin Robertson
Course - MongoDB for Administrators
perfect level of knowledge transfair
Pascal - Diehl
Course - Access Advanced
Our group was not that big so every time we asked a question we received an extensive answer with examples. So everything was well explained and it can be noticed that trainer has a great knowledge.
Iwona - Universal-Investment-Gesellschaft mit beschränkter Haftung
Course - Access Intermediate
Training Room and quite location and all the stuff.