| [FreeTutorials.Us] data-science-deep-learning-in-python/01 What is a neural network/001 Introduction and Outline.mp4 |
6.1 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/01 What is a neural network/002 Where does this course fit into your deep learning studies.mp4 |
8.5 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/01 What is a neural network/003 Deep Learning Readiness Test.mp4 |
8.6 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/01 What is a neural network/004 Neural Networks with No Math.mp4 |
7.3 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/01 What is a neural network/005 Introduction to the E-Commerce Course Project.mp4 |
14.8 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/006 Prediction Section Introduction and Outline.mp4 |
9 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/007 From Logistic Regression to Neural Networks.mp4 |
8.6 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/008 Interpreting the Weights of a Neural Network.mp4 |
12.5 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/009 Softmax.mp4 |
4.6 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/010 Sigmoid vs. Softmax.mp4 |
2.4 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/011 Feedforward in Slow-Mo part 1.mp4 |
30.3 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/012 Feedforward in Slow-Mo part 2.mp4 |
16.7 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/013 Where to get the code for this course.mp4 |
3 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/014 Softmax in Code.mp4 |
7.8 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/015 Building an entire feedforward neural network in Python.mp4 |
13.9 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/016 E-Commerce Course Project Pre-Processing the Data.mp4 |
11.2 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/017 E-Commerce Course Project Making Predictions.mp4 |
7.6 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/018 Prediction Quizzes.mp4 |
5.1 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/02 Classifying more than 2 things at a time/019 Prediction Section Summary.mp4 |
2.8 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/020 Training Section Introduction and Outline.mp4 |
4.4 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/021 What do all these symbols and letters mean.mp4 |
14.6 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/022 What does it mean to train a neural network.mp4 |
9.7 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/023 Backpropagation Intro.mp4 |
19.1 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/024 Backpropagation - what does the weight update depend on.mp4 |
10.1 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/025 Backpropagation - recursiveness.mp4 |
11.2 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/026 Backpropagation in code.mp4 |
46.3 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/027 The WRONG Way to Learn Backpropagation.mp4 |
6.8 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/028 E-Commerce Course Project Training Logistic Regression with Softmax.mp4 |
20.2 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/029 E-Commerce Course Project Training a Neural Network.mp4 |
15.5 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/030 Training Quiz.mp4 |
8.3 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/03 Training a neural network/031 Training Section Summary.mp4 |
4.1 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/04 Practical Machine Learning/032 Practical Issues Section Introduction and Outline.mp4 |
2.7 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/04 Practical Machine Learning/033 Donut and XOR Review.mp4 |
1.8 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/04 Practical Machine Learning/034 Donut and XOR Revisited.mp4 |
13.9 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/04 Practical Machine Learning/035 Common nonlinearities and their derivatives.mp4 |
2.4 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/04 Practical Machine Learning/036 Hyperparameters and Cross-Validation.mp4 |
6.9 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/04 Practical Machine Learning/037 Manually Choosing Learning Rate and Regularization Penalty.mp4 |
7.1 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/04 Practical Machine Learning/038 Practical Issues Section Summary.mp4 |
9.6 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/05 TensorFlow exercises practice and what to learn next/039 TensorFlow plug-and-play example.mp4 |
15.9 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/05 TensorFlow exercises practice and what to learn next/040 Visualizing what a neural network has learned using TensorFlow Playground.mp4 |
43.2 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/05 TensorFlow exercises practice and what to learn next/041 Where to go from here.mp4 |
6.1 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/05 TensorFlow exercises practice and what to learn next/042 You know more than you think you know.mp4 |
8.2 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/05 TensorFlow exercises practice and what to learn next/043 How to get good at deep learning exercises.mp4 |
9.5 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/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 |
| [FreeTutorials.Us] data-science-deep-learning-in-python/06 Project Facial Expression Recognition/045 Facial Expression Recognition Problem Description.mp4 |
21.4 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/06 Project Facial Expression Recognition/046 The class imbalance problem.mp4 |
10.1 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/06 Project Facial Expression Recognition/047 Utilities walkthrough.mp4 |
13.5 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/06 Project Facial Expression Recognition/048 Facial Expression Recognition in Code Binary Sigmoid.mp4 |
25.2 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/06 Project Facial Expression Recognition/049 Facial Expression Recognition in Code Logistic Regression Softmax.mp4 |
19.8 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/06 Project Facial Expression Recognition/050 Facial Expression Recognition in Code ANN Softmax.mp4 |
23.5 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/07 Appendix/051 Gradient Descent Tutorial.mp4 |
8.4 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/07 Appendix/052 Help with Softmax Derivative.mp4 |
6.3 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/07 Appendix/053 Backpropagation with Softmax Troubleshooting.mp4 |
18.2 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/07 Appendix/054 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 |
43.9 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/07 Appendix/055 How to Code by Yourself part 1.mp4 |
24.5 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/07 Appendix/056 How to Code by Yourself part 2.mp4 |
14.8 MB |
| [FreeTutorials.Us] data-science-deep-learning-in-python/Freetutorials.us.url |
119 B |
| [FreeTutorials.Us] data-science-deep-learning-in-python/[FreeTutorials.us].txt |
75 B |
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