intermediateCertificateFree
Natural Language Processing
by Rachael Tatman · Kaggle
4.4(4,200 reviews)
200K+ enrolled3 hoursUpdated 2024-03
What You'll Learn
Understand the fundamentals and key concepts of NLP
Apply NLP techniques to solve real-world problems
Understand the fundamentals and key concepts of text classification
Apply text classification techniques to solve real-world problems
Understand the fundamentals and key concepts of word vectors
Apply word vectors techniques to solve real-world problems
About This Course
Learn NLP fundamentals including tokenization, text classification, word vectors, and transfer learning with spaCy.
Curriculum
Module 1: NLP & Text classification6 lessons
- Introduction to NLP
- NLP in Practice
- Hands-on Exercise: NLP
- Introduction to text classification
- Text classification in Practice
- Hands-on Exercise: Text classification
Module 2: Word vectors & Tokenization6 lessons
- Introduction to word vectors
- Word vectors in Practice
- Hands-on Exercise: Word vectors
- Introduction to tokenization
- Tokenization in Practice
- Hands-on Exercise: Tokenization
Module 3: SpaCy3 lessons
- Introduction to spaCy
- SpaCy in Practice
- Hands-on Exercise: SpaCy
Instructor
Rachael Tatman
Instructor at Kaggle
Pros & Cons
Pros
- Completely free to access
- Offers a certificate of completion
- Hands-on interactive exercises
- Taught by Rachael Tatman
Cons
- Self-paced requires discipline
Free
Enroll Now