Course Highlights
  • Understand the math of deep learning
  • Build neural networks in TensorFlow
  • Create predictive regression models
  • Tune hyperparameters
Curriculum

6 Topics
What Is Deep Learning?
What are Neural Networks?
Deep Learning Math
Dangers of the Black Box
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
Algorithms of Oppression: How Search Engines Reinforce Racism

6 Topics
Implementing Neural Networks
Hyperparameter Tuning
Implementing Neural Networks
How to set up a deep learning environment
Implementing Neural Networks
Next Steps

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Intro to Deep Learning with TensorFlow

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