beginnerFree
Understanding and Applying Text Embeddings
by Nikita Namjoshi · DeepLearning.AI
4.4(2,800 reviews)
45K+ enrolled1 hourUpdated 2024-05
What You'll Learn
Understand the fundamentals and key concepts of embeddings
Apply embeddings techniques to solve real-world problems
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 NLP
Apply NLP techniques to solve real-world problems
About This Course
Create text embeddings for semantic search, clustering, and classification using Google's Vertex AI embedding models.
Curriculum
Module 1: Embeddings & Semantic search6 lessons
- Introduction to embeddings
- Embeddings in Practice
- Hands-on Exercise: Embeddings
- Introduction to semantic search
- Semantic search in Practice
- Hands-on Exercise: Semantic search
Module 2: NLP & Google Cloud6 lessons
- Introduction to NLP
- NLP in Practice
- Hands-on Exercise: NLP
- Introduction to Google Cloud
- Google Cloud in Practice
- Hands-on Exercise: Google Cloud
Module 3: Clustering3 lessons
- Introduction to clustering
- Clustering in Practice
- Hands-on Exercise: Clustering
Instructor
Nikita Namjoshi
Instructor at DeepLearning.AI
Pros & Cons
Pros
- Completely free to access
- High-quality video lectures
- Taught by Nikita Namjoshi
- Well-structured curriculum
Cons
- No certificate provided
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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