beginnerFree
Intro to TensorFlow for Deep Learning
by Magnus Hyttsten · Google
4.5(5,400 reviews)
200K+ enrolled2 monthsUpdated 2024-06
What You'll Learn
Understand the fundamentals and key concepts of TensorFlow
Apply TensorFlow 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 CNNs
Apply CNNs techniques to solve real-world problems
About This Course
Google and Udacity course covering TensorFlow basics, CNNs, transfer learning, and NLP through coding exercises.
Curriculum
Module 1: TensorFlow & Deep learning6 lessons
- Introduction to TensorFlow
- TensorFlow in Practice
- Hands-on Exercise: TensorFlow
- Introduction to deep learning
- Deep learning in Practice
- Hands-on Exercise: Deep learning
Module 2: CNNs & Transfer learning6 lessons
- Introduction to CNNs
- CNNs in Practice
- Hands-on Exercise: CNNs
- Introduction to transfer learning
- Transfer learning in Practice
- Hands-on Exercise: Transfer learning
Module 3: NLP3 lessons
- Introduction to NLP
- NLP in Practice
- Hands-on Exercise: NLP
Instructor
Magnus Hyttsten
Instructor at Google
Pros & Cons
Pros
- Completely free to access
- High-quality video lectures
- Taught by Magnus Hyttsten
- Well-structured curriculum
Cons
- No certificate provided
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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