beginnerFree
Deep Learning Fundamentals with Keras
by IBM Skills Network · edX
4.4(3,200 reviews)
100K+ enrolled5 weeksUpdated 2024-04
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 Keras
Apply Keras 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
IBM course teaching neural network basics, shallow and deep architectures, and convolutional networks using Keras.
Curriculum
Module 1: Deep learning & Keras6 lessons
- Introduction to deep learning
- Deep learning in Practice
- Hands-on Exercise: Deep learning
- Introduction to Keras
- Keras in Practice
- Hands-on Exercise: Keras
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: Supervised learning3 lessons
- Introduction to supervised learning
- Supervised learning in Practice
- Hands-on Exercise: Supervised learning
Instructor
IBM Skills Network
Instructor at edX
Pros & Cons
Pros
- Completely free to access
- High-quality video lectures
- Taught by IBM Skills Network
- Well-structured curriculum
Cons
- No certificate provided
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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