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TEXT EMBEDDING: EVERYTHING YOU NEED TO KNOW

Course Duration: 3h 50m
3,999.00

Objectives

  • This course equips you with the skills to understand and apply text and embeddings with and dive into real-world case studies that showcase with practical knowledge.

Prerequisite

  • Anyone can attend the course.

Target Audience

  • Looking to take your career in AI and technology to new heights? Our Text Embedding: everything you need to know program is designed to empower professionals of all backgrounds, whether you're a seasoned AI researcher, software engineer, data scientist, or tech professional involved in natural language processing projects with basic Python knowledge who wants to learn about text embeddings and how to apply them to common NLP tasks.

Course Curriculum

Introduction to AI

  • Introduction to AI
    30:26

Introduction to text embeddings

  • Introduction to text embeddings
    00:00

Fundamental concepts in text embedding

  • Fundamental concepts in text embedding
    00:00

Types of text embedding techniques

  • Types of text embedding techniques
    00:00

Deep insights about word2vec and Glove

  • Deep insights about word2vec and Glove
    00:00
  • Assessment

Contextual embeddings and transformers

  • Contextual embeddings and transformers
    18:52

Real World Applications and Case Studies

  • Real World Applications and Case Studies
    13:14

Future Directions and Ethical Considerations

  • Future Directions and Ethical Considerations
    00:00

Various Advanced Embeddings Methods

  • PART-1
    00:00
  • PART-2
    00:00
  • Assessment

LAB

  • Lab-1
    00:00
  • Lab-2
    00:00
  • Lab-3
    00:00
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