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01 What is a neural network/001 Introduction and Outline.mp4 6.08 MB
01 What is a neural network/002 Where does this course fit into your deep learning studies.mp4 8.46 MB
01 What is a neural network/003 Deep Learning Readiness Test.mp4 8.58 MB
01 What is a neural network/004 Neural Networks with No Math.mp4 7.34 MB
01 What is a neural network/005 Introduction to the E-Commerce Course Project.mp4 14.79 MB
02 Classifying more than 2 things at a time/006 Prediction Section Introduction and Outline.mp4 8.99 MB
02 Classifying more than 2 things at a time/007 From Logistic Regression to Neural Networks.mp4 8.56 MB
02 Classifying more than 2 things at a time/008 Interpreting the Weights of a Neural Network.mp4 12.52 MB
02 Classifying more than 2 things at a time/009 Softmax.mp4 4.56 MB
02 Classifying more than 2 things at a time/010 Sigmoid vs. Softmax.mp4 2.41 MB
02 Classifying more than 2 things at a time/011 Feedforward in Slow-Mo part 1.mp4 30.28 MB
02 Classifying more than 2 things at a time/012 Feedforward in Slow-Mo part 2.mp4 16.69 MB
02 Classifying more than 2 things at a time/013 Where to get the code for this course.mp4 2.98 MB
02 Classifying more than 2 things at a time/014 Softmax in Code.mp4 7.77 MB
02 Classifying more than 2 things at a time/015 Building an entire feedforward neural network in Python.mp4 13.87 MB
02 Classifying more than 2 things at a time/016 E-Commerce Course Project Pre-Processing the Data.mp4 11.16 MB
02 Classifying more than 2 things at a time/017 E-Commerce Course Project Making Predictions.mp4 7.58 MB
02 Classifying more than 2 things at a time/018 Prediction Quizzes.mp4 5.1 MB
02 Classifying more than 2 things at a time/019 Prediction Section Summary.mp4 2.82 MB
03 Training a neural network/020 Training Section Introduction and Outline.mp4 4.42 MB
03 Training a neural network/021 What do all these symbols and letters mean.mp4 14.57 MB
03 Training a neural network/022 What does it mean to train a neural network.mp4 9.74 MB
03 Training a neural network/023 Backpropagation Intro.mp4 19.1 MB
03 Training a neural network/024 Backpropagation - what does the weight update depend on.mp4 10.13 MB
03 Training a neural network/025 Backpropagation - recursiveness.mp4 11.19 MB
03 Training a neural network/026 Backpropagation in code.mp4 46.34 MB
03 Training a neural network/027 The WRONG Way to Learn Backpropagation.mp4 6.84 MB
03 Training a neural network/028 E-Commerce Course Project Training Logistic Regression with Softmax.mp4 20.24 MB
03 Training a neural network/029 E-Commerce Course Project Training a Neural Network.mp4 15.46 MB
03 Training a neural network/030 Training Quiz.mp4 8.32 MB
03 Training a neural network/031 Training Section Summary.mp4 4.1 MB
04 Practical Machine Learning/032 Practical Issues Section Introduction and Outline.mp4 2.73 MB
04 Practical Machine Learning/033 Donut and XOR Review.mp4 1.82 MB
04 Practical Machine Learning/034 Donut and XOR Revisited.mp4 13.95 MB
04 Practical Machine Learning/035 Common nonlinearities and their derivatives.mp4 2.38 MB
04 Practical Machine Learning/036 Hyperparameters and Cross-Validation.mp4 6.94 MB
04 Practical Machine Learning/037 Manually Choosing Learning Rate and Regularization Penalty.mp4 7.06 MB
04 Practical Machine Learning/038 Practical Issues Section Summary.mp4 9.61 MB
05 TensorFlow exercises practice and what to learn next/039 TensorFlow plug-and-play example.mp4 15.9 MB
05 TensorFlow exercises practice and what to learn next/040 Visualizing what a neural network has learned using TensorFlow Playground.mp4 43.24 MB
05 TensorFlow exercises practice and what to learn next/041 Where to go from here.mp4 6.05 MB
05 TensorFlow exercises practice and what to learn next/042 You know more than you think you know.mp4 8.23 MB
05 TensorFlow exercises practice and what to learn next/043 How to get good at deep learning exercises.mp4 9.45 MB
05 TensorFlow exercises practice and what to learn next/044 Deep neural networks in just 3 lines of code with Sci-Kit Learn.mp4 14.1 MB
06 Project Facial Expression Recognition/045 Facial Expression Recognition Problem Description.mp4 21.43 MB
06 Project Facial Expression Recognition/046 The class imbalance problem.mp4 10.11 MB
06 Project Facial Expression Recognition/047 Utilities walkthrough.mp4 13.48 MB
06 Project Facial Expression Recognition/048 Facial Expression Recognition in Code Binary Sigmoid.mp4 25.19 MB
06 Project Facial Expression Recognition/049 Facial Expression Recognition in Code Logistic Regression Softmax.mp4 19.76 MB
06 Project Facial Expression Recognition/050 Facial Expression Recognition in Code ANN Softmax.mp4 23.47 MB
07 Appendix/051 Gradient Descent Tutorial.mp4 8.43 MB
07 Appendix/052 Help with Softmax Derivative.mp4 6.28 MB
07 Appendix/053 Backpropagation with Softmax Troubleshooting.mp4 18.15 MB
07 Appendix/054 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 43.92 MB
07 Appendix/055 How to Code by Yourself part 1.mp4 24.53 MB
07 Appendix/056 How to Code by Yourself part 2.mp4 14.8 MB
Freetutorials.us.url 119 B
[FreeTutorials.us].txt 75 B
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