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Linkedin - Introduction To AI-Native Vector Databases
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The primary purpose of vector databases is to provide fast and accurate similarity search or nearest neighbor search capabilities. The integration of AI techniques in vector databases enhances their capabilities, improves search accuracy, optimizes performance, and enables more intelligent and efficient management of high-dimensional data. In this course, Zain Hasan introduces this foundational technology—which is already being used in industries like ecommerce, social media, and more. Zain covers everything from foundational concepts around AI-first vector databases to hands-on coding labs for question answering using LLMs.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Learning AI-native vector databases.mp4
3.6 MB
~Get Your Files Here !/01 - Introduction/01 - Learning AI-native vector databases.srt
1.4 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
1.7 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
1.3 KB
~Get Your Files Here !/01 - Introduction/03 - The superpower of vector databases.mp4
5.7 MB
~Get Your Files Here !/01 - Introduction/03 - The superpower of vector databases.srt
3.7 KB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/01 - Structured versus unstructured data.mp4
8.6 MB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/01 - Structured versus unstructured data.srt
4.8 KB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/02 - Human-understandable versus machine-understandable data.mp4
11.6 MB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/02 - Human-understandable versus machine-understandable data.srt
5.7 KB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/03 - Drawing out and visualizing vector representations of data.mp4
10.2 MB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/03 - Drawing out and visualizing vector representations of data.srt
6 KB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/04 - Introduce the concept of distance between two vectors.mp4
5.8 MB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/04 - Introduce the concept of distance between two vectors.srt
4 KB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/05 - Challenge Working with vectors.mp4
2.4 MB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/05 - Challenge Working with vectors.srt
1.3 KB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/06 - Solution Working with vectors.mp4
35.2 MB
~Get Your Files Here !/02 - 1. Data What Data Do Vector Databases Store and How Is It Stored/06 - Solution Working with vectors.srt
27.2 KB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/01 - Frame the query as a question or search.mp4
5.7 MB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/01 - Frame the query as a question or search.srt
3.3 KB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/02 - Generate the question in machine-understandable language.mp4
5 MB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/02 - Generate the question in machine-understandable language.srt
2.3 KB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/03 - Adding data to a vector database.mp4
23.6 MB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/03 - Adding data to a vector database.srt
18.3 KB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/04 - Performing semantic searches using Weaviate.mp4
36.1 MB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/04 - Performing semantic searches using Weaviate.srt
23.7 KB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/05 - Challenge Vector search with Weaviate.mp4
2.3 MB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/05 - Challenge Vector search with Weaviate.srt
1.3 KB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/06 - Solution Vector Search with Weaviate.mp4
26.9 MB
~Get Your Files Here !/03 - 2. Natural Querying How Do You Search for Data in a Vector Database/06 - Solution Vector Search with Weaviate.srt
18 KB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/01 - Machine learning models and object classification.mp4
6.2 MB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/01 - Machine learning models and object classification.srt
3.5 KB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/02 - Translating data from human to machine-understandable.mp4
6.6 MB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/02 - Translating data from human to machine-understandable.srt
3.8 KB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/03 - ML models and vector embeddings.mp4
42.6 MB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/03 - ML models and vector embeddings.srt
28.2 KB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/04 - Challenge Search with images and text.mp4
2.5 MB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/04 - Challenge Search with images and text.srt
1.4 KB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/05 - Solution Search with images and text.mp4
36.7 MB
~Get Your Files Here !/04 - 3. Machine Learning Vectors How Does a Vector Database Understand Your Data/05 - Solution Search with images and text.srt
25.1 KB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/01 - Scalability When to use a vector DB.mp4
8.8 MB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/01 - Scalability When to use a vector DB.srt
4.7 KB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/02 - Ways to measure performance of a vector DB.mp4
8.5 MB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/02 - Ways to measure performance of a vector DB.srt
4.2 KB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/03 - CRUD operations in vector DBs.mp4
23.6 MB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/03 - CRUD operations in vector DBs.srt
17.4 KB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/04 - Challenge CRUD and performance.mp4
2.4 MB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/04 - Challenge CRUD and performance.srt
1.5 KB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/05 - Solution CRUD and performance.mp4
25 MB
~Get Your Files Here !/05 - 4. Scalability What Does a Vector Database Need to Do/05 - Solution CRUD and performance.srt
14.2 KB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/01 - Vector DB1 E-commerce RecSys.mp4
20 MB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/01 - Vector DB1 E-commerce RecSys.srt
16.3 KB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/02 - Vector DB2 Hybrid search.mp4
23.6 MB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/02 - Vector DB2 Hybrid search.srt
16.2 KB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/03 - Vector DB3 Retrieval augmented generation.mp4
24.9 MB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/03 - Vector DB3 Retrieval augmented generation.srt
15.4 KB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/04 - Challenge Vector DBs.mp4
2.8 MB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/04 - Challenge Vector DBs.srt
1.6 KB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/05 - Solution Vector DBs.mp4
15.5 MB
~Get Your Files Here !/06 - 5. Demonstrate Vector DBs and Use Cases/05 - Solution Vector DBs.srt
10.7 KB
~Get Your Files Here !/07 - Conclusion/01 - Continue your AI-native vector databases learning journey.mp4
2.5 MB
~Get Your Files Here !/07 - Conclusion/01 - Continue your AI-native vector databases learning journey.srt
