FreeTutorials Us data science deep learning in python | 0EA15E44267AC451B47828B54D499161C0DFB162

FreeTutorials Us data science deep learning in python

Name	[FreeTutorials.Us] data-science-deep-learning-in-python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	757.1 MB
Total Files	58
Hash	0EA15E44267AC451B47828B54D499161C0DFB162

/01 What is a neural network/
001 Introduction and Outline.mp4	6.4 MB
002 Where does this course fit into your deep learning studies.mp4	8.9 MB
003 Deep Learning Readiness Test.mp4	9.0 MB
004 Neural Networks with No Math.mp4	7.7 MB
005 Introduction to the E-Commerce Course Project.mp4	15.5 MB
/02 Classifying more than 2 things at a time/
006 Prediction Section Introduction and Outline.mp4	9.4 MB
007 From Logistic Regression to Neural Networks.mp4	9.0 MB
008 Interpreting the Weights of a Neural Network.mp4	13.1 MB
009 Softmax.mp4	4.8 MB
010 Sigmoid vs. Softmax.mp4	2.5 MB
011 Feedforward in Slow-Mo part 1.mp4	31.8 MB
012 Feedforward in Slow-Mo part 2.mp4	17.5 MB
013 Where to get the code for this course.mp4	3.1 MB
014 Softmax in Code.mp4	8.1 MB
015 Building an entire feedforward neural network in Python.mp4	14.5 MB
016 E-Commerce Course Project Pre-Processing the Data.mp4	11.7 MB
017 E-Commerce Course Project Making Predictions.mp4	7.9 MB
018 Prediction Quizzes.mp4	5.3 MB
019 Prediction Section Summary.mp4	3.0 MB
/03 Training a neural network/
020 Training Section Introduction and Outline.mp4	4.6 MB
021 What do all these symbols and letters mean.mp4	15.3 MB
022 What does it mean to train a neural network.mp4	10.2 MB
023 Backpropagation Intro.mp4	20.0 MB
024 Backpropagation - what does the weight update depend on.mp4	10.6 MB
025 Backpropagation - recursiveness.mp4	11.7 MB
026 Backpropagation in code.mp4	48.6 MB
027 The WRONG Way to Learn Backpropagation.mp4	7.2 MB
028 E-Commerce Course Project Training Logistic Regression with Softmax.mp4	21.2 MB
029 E-Commerce Course Project Training a Neural Network.mp4	16.2 MB
030 Training Quiz.mp4	8.7 MB
031 Training Section Summary.mp4	4.3 MB
/04 Practical Machine Learning/
032 Practical Issues Section Introduction and Outline.mp4	2.9 MB
033 Donut and XOR Review.mp4	1.9 MB
034 Donut and XOR Revisited.mp4	14.6 MB
035 Common nonlinearities and their derivatives.mp4	2.5 MB
036 Hyperparameters and Cross-Validation.mp4	7.3 MB
037 Manually Choosing Learning Rate and Regularization Penalty.mp4	7.4 MB
038 Practical Issues Section Summary.mp4	10.1 MB
/05 TensorFlow exercises practice and what to learn next/
039 TensorFlow plug-and-play example.mp4	16.7 MB
040 Visualizing what a neural network has learned using TensorFlow Playground.mp4	45.3 MB
041 Where to go from here.mp4	6.3 MB
042 You know more than you think you know.mp4	8.6 MB
043 How to get good at deep learning exercises.mp4	9.9 MB
044 Deep neural networks in just 3 lines of code with Sci-Kit Learn.mp4	14.8 MB
/06 Project Facial Expression Recognition/
045 Facial Expression Recognition Problem Description.mp4	22.5 MB
046 The class imbalance problem.mp4	10.6 MB
047 Utilities walkthrough.mp4	14.1 MB
048 Facial Expression Recognition in Code Binary Sigmoid.mp4	26.4 MB
049 Facial Expression Recognition in Code Logistic Regression Softmax.mp4	20.7 MB
050 Facial Expression Recognition in Code ANN Softmax.mp4	24.6 MB
/07 Appendix/
051 Gradient Descent Tutorial.mp4	8.8 MB
052 Help with Softmax Derivative.mp4	6.6 MB
053 Backpropagation with Softmax Troubleshooting.mp4	19.0 MB
054 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4	46.0 MB
055 How to Code by Yourself part 1.mp4	25.7 MB
056 How to Code by Yourself part 2.mp4	15.5 MB
/
Freetutorials.us.url	0.1 KB
[FreeTutorials.us].txt	0.1 KB
Total files 58