intermediateFree
NLP Course
by Hugging Face Team · Hugging Face
4.7(1,800 reviews)
150K+ enrolledSelf-pacedUpdated 2024-10
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 transformers
Apply transformers techniques to solve real-world problems
Understand the fundamentals and key concepts of fine-tuning
Apply fine-tuning techniques to solve real-world problems
About This Course
Learn how to use Transformers library for natural language processing tasks from tokenization to fine-tuning.
Curriculum
Module 1: NLP & Transformers6 lessons
- Introduction to NLP
- NLP in Practice
- Hands-on Exercise: NLP
- Introduction to transformers
- Transformers in Practice
- Hands-on Exercise: Transformers
Module 2: Fine-tuning & Tokenization6 lessons
- Introduction to fine-tuning
- Fine-tuning in Practice
- Hands-on Exercise: Fine-tuning
- Introduction to tokenization
- Tokenization in Practice
- Hands-on Exercise: Tokenization
Module 3: Hugging Face3 lessons
- Introduction to Hugging Face
- Hugging Face in Practice
- Hands-on Exercise: Hugging Face
Instructor
Hugging Face Team
Instructor at Hugging Face
Pros & Cons
Pros
- Highly rated by students
- Completely free to access
- Hands-on interactive exercises
- Taught by Hugging Face Team
Cons
- No certificate provided
- Self-paced requires discipline
Free
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