File List
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1-intro-deep-learning/1 - Deep Learning Introduction.mp4 56.32 MB
1-intro-deep-learning/10 - Exercise 1 Solution.mp4 227.62 MB
1-intro-deep-learning/11 - Exercise 2.mp4 20.47 MB
1-intro-deep-learning/12 - Exercise 2: Solution.mp4 210.18 MB
1-intro-deep-learning/13 - Exercise 3.mp4 16.61 MB
1-intro-deep-learning/14 - Exercise 3: Solution.mp4 129.06 MB
1-intro-deep-learning/15 - Exercise 4.mp4 12.17 MB
1-intro-deep-learning/16 - Exercise 4: Solution.mp4 143.02 MB
1-intro-deep-learning/2 - Deep Learning Successes.mp4 45.76 MB
1-intro-deep-learning/3 - Neural Networks.mp4 34.78 MB
1-intro-deep-learning/4 - Deeper Networks Continued.mp4 213.59 MB
1-intro-deep-learning/5 - Multiple Outputs.mp4 47.94 MB
1-intro-deep-learning/6 - Multiclass Classification.mp4 298.87 MB
1-intro-deep-learning/7 - Activation Functions.mp4 36.07 MB
1-intro-deep-learning/8 - Feed Forward.mp4 44.51 MB
1-intro-deep-learning/9 - Exercise 1.mp4 53.7 MB
2-data-machine-learning-gradient-descent/1 - Introduction.mp4 55.68 MB
2-data-machine-learning-gradient-descent/10 - Learning Rate Continued.mp4 276.46 MB
2-data-machine-learning-gradient-descent/11 - Gradient Descent.mp4 24.05 MB
2-data-machine-learning-gradient-descent/12 - Gradient Descent Continued.mp4 114.01 MB
2-data-machine-learning-gradient-descent/13 - EWMA.mp4 23.53 MB
2-data-machine-learning-gradient-descent/14 - Optimizers.mp4 43.45 MB
2-data-machine-learning-gradient-descent/15 - Optimizers Continued.mp4 82.54 MB
2-data-machine-learning-gradient-descent/16 - Initialization.mp4 100.25 MB
2-data-machine-learning-gradient-descent/17 - Inner Layers Visualization.mp4 288.68 MB
2-data-machine-learning-gradient-descent/18 - Exercise 1.mp4 30.71 MB
2-data-machine-learning-gradient-descent/19 - Exercise 1: Solution.mp4 161.25 MB
2-data-machine-learning-gradient-descent/2 - Derivatives and Gradient.mp4 44.6 MB
2-data-machine-learning-gradient-descent/20 - Exercise 2.mp4 18.45 MB
2-data-machine-learning-gradient-descent/21 - Exercise 2: Solution.mp4 79.95 MB
2-data-machine-learning-gradient-descent/22 - Exercise 3.mp4 18.52 MB
2-data-machine-learning-gradient-descent/23 - Exercise 3: Solution.mp4 102.2 MB
2-data-machine-learning-gradient-descent/24 - Exercise 4.mp4 24.28 MB
2-data-machine-learning-gradient-descent/25 - Exercise 4: Solution.mp4 102.37 MB
2-data-machine-learning-gradient-descent/26 - Tensorboard.mp4 41.55 MB
2-data-machine-learning-gradient-descent/3 - Backpropagation Intuition.mp4 24.89 MB
2-data-machine-learning-gradient-descent/4 - Chain Rule.mp4 81.5 MB
2-data-machine-learning-gradient-descent/5 - Derivative Calculation.mp4 27.51 MB
2-data-machine-learning-gradient-descent/6 - Fully Connected Backpropagation.mp4 92.96 MB
2-data-machine-learning-gradient-descent/7 - Matrix Notation.mp4 33.33 MB
2-data-machine-learning-gradient-descent/8 - Numpy Arrays.mp4 101.57 MB
2-data-machine-learning-gradient-descent/9 - Learning Rate.mp4 13.63 MB
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