intermediateCertificate$25/mo
Introduction to Deep Learning with PyTorch
by DataCamp Team · DataCamp
4.4(2,500 reviews)
60K+ enrolled4 hoursUpdated 2024-09
What You'll Learn
Understand the fundamentals and key concepts of PyTorch
Apply PyTorch techniques to solve real-world problems
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 neural networks
Apply neural networks techniques to solve real-world problems
About This Course
Build neural networks with PyTorch covering tensors, autograd, training loops, and CNNs for image classification.
Curriculum
Module 1: PyTorch & Deep learning6 lessons
- Introduction to PyTorch
- PyTorch in Practice
- Hands-on Exercise: PyTorch
- Introduction to deep learning
- Deep learning in Practice
- Hands-on Exercise: Deep learning
Module 2: Neural networks & CNNs6 lessons
- Introduction to neural networks
- Neural networks in Practice
- Hands-on Exercise: Neural networks
- Introduction to CNNs
- CNNs in Practice
- Hands-on Exercise: CNNs
Module 3: Python3 lessons
- Introduction to Python
- Python in Practice
- Hands-on Exercise: Python
Instructor
DataCamp Team
Instructor at DataCamp
Pros & Cons
Pros
- Offers a certificate of completion
- Hands-on interactive exercises
- Taught by DataCamp Team
- Well-structured curriculum
Cons
- Requires paid subscription
- Self-paced requires discipline
$25/mo
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