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| Archived
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|
01 - Course Overview\01 - Course Overview.mp4
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3,279,404 |
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02 - Learning Using Neurons\02 - Understanding Deep Learning.mp4
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6,735,331 |
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02 - Learning Using Neurons\03 - Deep Learning as a Representation Learning System.mp4
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02 - Learning Using Neurons\04 - Neurons as Learning Units.mp4
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8,086,125 |
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02 - Learning Using Neurons\05 - Understanding a Neuron.mp4
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12,397,381 |
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02 - Learning Using Neurons\06 - Activation Functions.mp4
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3,924,755 |
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02 - Learning Using Neurons\07 - Regression - The Simplest Neural Network.mp4
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02 - Learning Using Neurons\08 - XOR - A Slightly More Complex Neural Network.mp4
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11,856,470 |
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02 - Learning Using Neurons\09 - Learning XOR.mp4
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02 - Learning Using Neurons\10 - Choice of Activation Function.mp4
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4,543,331 |
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02 - Learning Using Neurons\11 - Prequisites and Course Outline.mp4
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2,246,723 |
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03 - Building Linear Regression Models Using TensorFlow\12 - Outlining Your Approach.mp4
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|
10,230,444 |
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03 - Building Linear Regression Models Using TensorFlow\13 - A Baseline Implementation.mp4
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15,015,469 |
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03 - Building Linear Regression Models Using TensorFlow\14 - Understanding Gradient Descent.mp4
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03 - Building Linear Regression Models Using TensorFlow\15 - Implementing Stochastic Gradient Descent in TensorFlow.mp4
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03 - Building Linear Regression Models Using TensorFlow\16 - Instrumenting and Using TensorBoard.mp4
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03 - Building Linear Regression Models Using TensorFlow\17 - Implementing Batch Gradient Descent in TensorFlow.mp4
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03 - Building Linear Regression Models Using TensorFlow\18 - Implementing Multiple Regression.mp4
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04 - Building Logistic Regression Models Using TensorFlow\19 - The Intuition Behind Logistic Regression.mp4
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04 - Building Logistic Regression Models Using TensorFlow\20 - Logistic Regression and Linear Regression.mp4
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04 - Building Logistic Regression Models Using TensorFlow\21 - A Baseline Implementation.mp4
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04 - Building Logistic Regression Models Using TensorFlow\22 - Logistic Regression in TensorFlow.mp4
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04 - Building Logistic Regression Models Using TensorFlow\23 - The Implications of Using Softmax Activation.mp4
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04 - Building Logistic Regression Models Using TensorFlow\24 - Cross Entropy.mp4
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04 - Building Logistic Regression Models Using TensorFlow\25 - Implementing Linear Classification in TensorFlow.mp4
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04 - Building Logistic Regression Models Using TensorFlow\26 - Calculating Accuracy.mp4
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05 - Building Generalized Linear Models Using Estimators\27 - How Estimators Work.mp4
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05 - Building Generalized Linear Models Using Estimators\28 - Linear Regression with Estimators.mp4
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05 - Building Generalized Linear Models Using Estimators\29 - Logistic Regression with Estimators.mp4
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05 - Building Generalized Linear Models Using Estimators\30 - Extending Estimators with Custom Models.mp4
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05 - Building Generalized Linear Models Using Estimators\31 - Course Summary.mp4
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|
tensorflow-building-regression-models.zip |
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01 - Course Overview |
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02 - Learning Using Neurons |
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03 - Building Linear Regression Models Using TensorFlow |
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04 - Building Logistic Regression Models Using TensorFlow |
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05 - Building Generalized Linear Models Using Estimators |
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| Total size: |
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