beginnerFree
Practical Deep Learning for Coders
by Jeremy Howard · fast.ai
4.8(3,200 reviews)
500K+ enrolled7 weeksUpdated 2024-01
What You'll Learn
Understand the fundamentals and key concepts of deep learning
Apply deep learning techniques to solve real-world problems
Understand the fundamentals and key concepts of computer vision
Apply computer vision 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
Top-down approach to deep learning — build real models from day one using fastai and PyTorch.
Curriculum
Module 1: Deep learning & Computer vision6 lessons
- Introduction to deep learning
- Deep learning in Practice
- Hands-on Exercise: Deep learning
- Introduction to computer vision
- Computer vision in Practice
- Hands-on Exercise: Computer vision
Module 2: NLP & PyTorch6 lessons
- Introduction to NLP
- NLP in Practice
- Hands-on Exercise: NLP
- Introduction to PyTorch
- PyTorch in Practice
- Hands-on Exercise: PyTorch
Module 3: Fastai3 lessons
- Introduction to fastai
- Fastai in Practice
- Hands-on Exercise: Fastai
Instructor
Jeremy Howard
Instructor at fast.ai
Pros & Cons
Pros
- Highly rated by students
- Completely free to access
- High-quality video lectures
- Taught by Jeremy Howard
Cons
- No certificate provided
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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