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  Course Overview (1:53)

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  Our Approach (2:39)

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  Course – Code of Conduct

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  Week 1 – Overview (1:16)

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  The Parts – Part 0 (1:44)

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  The Parts – Part 1 (2:16)

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  Machine Learning Models (6:16)

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  Machine Learning Model Quiz

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  Machine Learning Tensors (2:36)

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  Machine Learning Tensors Quiz

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  TensorFlow.js

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  TensorFlow.js First Contact (12:27)

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  TensorFlow.js Quiz

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  Real World Splashdown (4:20)

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  Welcome to Machine Learning Homework

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  Welcome to Machine Learning Homework Solution

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  Week 1 – FAQ

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  BONUS: face-api.js

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  Week 2 – Overview (1:22)

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  A Tour of TensorPlayground.com (5:03)

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  Meet the Tensor (7:01)

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  Image Tensor Basics (19:59)

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  Image to Tensor and Back (7:37)

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  Intermediate Tensor Manipulation (11:04)

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  OLD TV Fun Tensor Challenge – Exercise

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  First Tensors Quiz

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  Playing with Dogs-N-Cats (14:15)

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  Advanced Tensor Manipulation (28:38)

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  Trashy Tensors (8:34)

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  Second Tensor Quiz

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  Playground Homework

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  Playground Homework Solution

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  Sandbox Homework

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  Sandbox Homework Solution

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  Week 2 – FAQ

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  BONUS: Color Blind Tensors (9:08)

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  BONUS: TensorFlow.js Cheat Sheet!

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  Week 3 – Overview (1:15)

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  The Rock Paper Scissors Tour (13:04)

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  FizzBuzz – Consuming Models (31:20)

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  The Zoo (10:27)

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  Converting Models (11:16)

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  Training in Browser – Introduction (23:43)

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  FizzBuzz – Training In Browser (27:12)

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  A Tour through Neural Networks (20:10)

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  Intermediate Tensor Quiz

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  Convolutions and Max Pooling Images (15:30)

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  Jargon-lytics

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  Training in Browser – Deep Dive (30:44)

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  Using TensorFlow.js Quiz

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  TFJS Vis – Homework

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  Week 3 – FAQ

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  Review

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  Beginning Machine Learning with TFJS Final

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  Thank You from Infinite Red (0:19)

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  What Next?

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  Student Hall of Fame

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  Credits

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