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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
14 Hours
Testimonials (5)
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
Organizacja i praktyczne podejście do tematy
Adam Cedrowicz - Unilever Poland Services sp. z o.o
Course - Access - podstawy
Szkolenie przeprowadzone gruntownie od zagadnień podstawowych po te bardzo zaawansowane. Trener przyjazny, chętnie udzielający odpowiedzi na zadawane pytania.
Anna Gerlich - UBS Business Solutions Poland Sp. z o.o.
Course - SQL in Microsoft Access
Training Room and quite location and all the stuff.
Abdullah Adelyar - USAID - Kabul Afghanistan
Course - Access VBA
perfect level of knowledge transfair
