intermediateFree
Large Language Models with Semantic Search
by Jay Alammar & Luis Serrano · DeepLearning.AI
4.5(3,200 reviews)
55K+ enrolled1 hourUpdated 2024-04
What You'll Learn
Understand the fundamentals and key concepts of semantic search
Apply semantic search techniques to solve real-world problems
Understand the fundamentals and key concepts of embeddings
Apply embeddings techniques to solve real-world problems
Understand the fundamentals and key concepts of LLMs
Apply LLMs techniques to solve real-world problems
About This Course
Build semantic search systems using dense retrieval, reranking, and keyword search with Cohere's language models.
Curriculum
Module 1: Semantic search & Embeddings6 lessons
- Introduction to semantic search
- Semantic search in Practice
- Hands-on Exercise: Semantic search
- Introduction to embeddings
- Embeddings in Practice
- Hands-on Exercise: Embeddings
Module 2: LLMs & Retrieval6 lessons
- Introduction to LLMs
- LLMs in Practice
- Hands-on Exercise: LLMs
- Introduction to retrieval
- Retrieval in Practice
- Hands-on Exercise: Retrieval
Module 3: NLP3 lessons
- Introduction to NLP
- NLP in Practice
- Hands-on Exercise: NLP
Instructor
Jay Alammar & Luis Serrano
Instructor at DeepLearning.AI
Pros & Cons
Pros
- Completely free to access
- High-quality video lectures
- Taught by Jay Alammar & Luis Serrano
- Well-structured curriculum
Cons
- No certificate provided
- Self-paced requires discipline
Free
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