beginnerFree
Intro to Machine Learning with PyTorch
by Udacity Team · Udacity
4.5(3,400 reviews)
100K+ enrolled3 monthsUpdated 2024-05
What You'll Learn
Understand the fundamentals and key concepts of supervised learning
Apply supervised learning techniques to solve real-world problems
Understand the fundamentals and key concepts of unsupervised learning
Apply unsupervised learning techniques to solve real-world problems
Understand the fundamentals and key concepts of PyTorch
Apply PyTorch techniques to solve real-world problems
About This Course
Learn foundational machine learning algorithms with a focus on PyTorch, covering supervised and unsupervised methods.
Curriculum
Module 1: Supervised learning3 lessons
- Introduction to supervised learning
- Supervised learning in Practice
- Hands-on Exercise: Supervised learning
Module 2: Unsupervised learning3 lessons
- Introduction to unsupervised learning
- Unsupervised learning in Practice
- Hands-on Exercise: Unsupervised learning
Module 3: PyTorch3 lessons
- Introduction to PyTorch
- PyTorch in Practice
- Hands-on Exercise: PyTorch
Module 4: Deep learning3 lessons
- Introduction to deep learning
- Deep learning in Practice
- Hands-on Exercise: Deep learning
Instructor
Udacity Team
Instructor at Udacity
Pros & Cons
Pros
- Completely free to access
- High-quality video lectures
- Taught by Udacity Team
- Well-structured curriculum
Cons
- No certificate provided
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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