Lisa Howard

4 Courses Completed

15 Topics Explored

GenAI Applications

RAG

Search and Retrieval

Vector Databases

Agents

Compression and Quantization

Computer Vision

Data Processing

Document Processing

Embeddings

Generative Models

LLM Serving

LLMOps

MultiModal

Transformers

Short Course

Building Your Own Database Agent

Interact with tabular data and SQL databases using natural language, enabling more efficient and accessible data analysis.

Agents Data Processing GenAI Applications LLMOps LLM Serving RAG Search and Retrieval

Microsoft

Short Course

Quantization Fundamentals with Hugging Face

Learn how to quantize any open-source model. Learn to compress models with the Hugging Face Transformers library and the Quanto library.

Generative Models Compression and Quantization MultiModal Transformers

Hugging Face

Short Course

Preprocessing Unstructured Data for LLM Applications

Improve your RAG system to retrieve diverse data types. Learn to extract and normalize content from a wide variety of document types, such as PDFs, PowerPoints, and HTML files.

Computer Vision Document Processing GenAI Applications RAG Vector Databases

Unstructured

Short Course

Knowledge Graphs for RAG

Learn how to build and use knowledge graph systems to improve your retrieval augmented generation applications. Use Neo4j's query language Cypher to manage and retrieve data.

Embeddings GenAI Applications RAG Search and Retrieval Vector Databases

Neo4j