Udemy – Vector Databases Fundamentals [NEW] 2024-11

Vector Databases Fundamentals course [NEW]. In the age of big data and artificial intelligence, managing and extracting meaningful insights from massive amounts of unstructured data is more important than ever. This course is your comprehensive guide to understanding, building, and using vector databases to transform your data management capabilities. This course will help you gain a comprehensive understanding of vector databases, their importance, and how they differ from traditional databases. You’ll also learn about five top vector database solutions, including Pinecone and Chroma, and understand their key features and differences. In addition, you will learn how to build your own vector database from scratch with a focus on metrics, data structure, and efficient data storage. Also, you will learn techniques for transforming unstructured data into meaningful vectors using abstraction frameworks and embedding techniques. You’ll apply your knowledge with hands-on projects that demonstrate real-world applications of vector databases, including AI-powered search, document clustering, and personalized content recommendations. Also, you will understand how to quickly perform efficient similarity searches and retrieve relevant data using advanced query techniques.

This course covers basic knowledge and advanced applications and ensures that you have a thorough understanding of vector databases. You will learn from an experienced instructor who will provide clear, step-by-step guidance throughout the course. Using hands-on projects and real-world examples, you’ll reinforce your understanding and apply what you’ve learned. You will gain hands-on experience with leading vector database solutions such as Pinecone and Chroma and learn how to integrate them with OpenAI for powerful data management capabilities. Turn your data into actionable insights with the power of vector databases. Sign up now and start your journey to mastering vector databases!

• Publisher:  Udemy
• Lecturer:  Paulo Dichone
• Training level: beginner to advanced
• Training duration: 4 hours and 26 minutes
• Number of courses: 57

Course headings

Prerequisites of Vector Databases Fundamentals course [NEW]

Course images

Sample video of the course

download link

Download Part 1 – 1 GB

Download Part 2 – 769 MB

File(s) password: www.downloadly.ir

Size

1.7 GB