| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/01.Welcome! Course introduction/0101.Meet your instructors and why you should study machine learning.mp4 |
84.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/01.Welcome! Course introduction/0102.What does the course cover.mp4 |
39.1 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0201.Introduction to neural networks.mp4 |
45.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0202.Training the model.mp4 |
26.8 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0203.Types of machine learning.mp4 |
40.8 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0204.The linear model.mp4 |
26 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0205.The linear model. Multiple inputs.mp4 |
23.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0206.The linear model. Multiple inputs and multiple outputs.mp4 |
42.2 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0207.Graphical representation.mp4 |
22 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0208.The objective function.mp4 |
17.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0209.L2-norm loss.mp4 |
21.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0210.Cross-entropy loss.mp4 |
33.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0211.One parameter gradient descent.mp4 |
56.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/02.Introduction to neural networks/0212.N-parameter gradient descent.mp4 |
57.6 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/03.Setting up the working environment/0301.Setting up the environment - An introduction - Do not skip, please!.mp4 |
6.9 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/03.Setting up the working environment/0302.Why Python and why Jupyter.mp4 |
34.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/03.Setting up the working environment/0303.Installing Anaconda.mp4 |
31.3 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/03.Setting up the working environment/0304.The Jupyter dashboard - part 1.mp4 |
9.2 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/03.Setting up the working environment/0305.The Jupyter dashboard - part 2.mp4 |
20.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/03.Setting up the working environment/0306.Installing TensorFlow 2.mp4 |
51.2 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/04.Minimal example - your first machine learning algorithm/0401.Minimal example - part 1.mp4 |
36.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/04.Minimal example - your first machine learning algorithm/0402.Minimal example - part 2.mp4 |
23.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/04.Minimal example - your first machine learning algorithm/0403.Minimal example - part 3.mp4 |
20.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/04.Minimal example - your first machine learning algorithm/0404.Minimal example - part 4.mp4 |
30.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/05.TensorFlow - An introduction/0501.TensorFlow outline.mp4 |
42 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/05.TensorFlow - An introduction/0502.TensorFlow 2 intro.mp4 |
37.8 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/05.TensorFlow - An introduction/0503.A Note on Coding in TensorFlow.mp4 |
8.1 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/05.TensorFlow - An introduction/0504.Types of file formats in TensorFlow and data handling.mp4 |
13.3 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/05.TensorFlow - An introduction/0505.Model layout - inputs, outputs, targets, weights, biases, optimizer and loss.mp4 |
32.9 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/05.TensorFlow - An introduction/0506.Interpreting the result and extracting the weights and bias.mp4 |
31.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/05.TensorFlow - An introduction/0507.Customizing your model.mp4 |
21.6 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/06.Going deeper Introduction to deep neural networks/0601.Layers.mp4 |
20.5 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/06.Going deeper Introduction to deep neural networks/0602.What is a deep net.mp4 |
32.6 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/06.Going deeper Introduction to deep neural networks/0603.Understanding deep nets in depth.mp4 |
58.2 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/06.Going deeper Introduction to deep neural networks/0604.Why do we need non-linearities.mp4 |
38 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/06.Going deeper Introduction to deep neural networks/0605.Activation functions.mp4 |
38 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/06.Going deeper Introduction to deep neural networks/0606.Softmax activation.mp4 |
25 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/06.Going deeper Introduction to deep neural networks/0607.Backpropagation.mp4 |
52.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/06.Going deeper Introduction to deep neural networks/0608.Backpropagation - visual representation.mp4 |
24.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/07.Overfitting/0701.Underfitting and overfitting.mp4 |
34.1 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/07.Overfitting/0702.Underfitting and overfitting - classification.mp4 |
32.5 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/07.Overfitting/0703.Training and validation.mp4 |
37.5 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/07.Overfitting/0704.Training, validation, and test.mp4 |
31.3 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/07.Overfitting/0705.N-fold cross validation.mp4 |
25.6 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/07.Overfitting/0706.Early stopping.mp4 |
28.3 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/08.Initialization/0801.Initialization - Introduction.mp4 |
26.2 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/08.Initialization/0802.Types of simple initializations.mp4 |
12.3 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/08.Initialization/0803.Xavier initialization.mp4 |
19.1 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/09.Gradient descent and learning rates/0901.Stochastic gradient descent.mp4 |
34.5 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/09.Gradient descent and learning rates/0902.Gradient descent pitfalls.mp4 |
14.3 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/09.Gradient descent and learning rates/0903.Momentum.mp4 |
19 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/09.Gradient descent and learning rates/0904.Learning rate schedules.mp4 |
37.1 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/09.Gradient descent and learning rates/0905.Learning rate schedules. A picture.mp4 |
10.9 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/09.Gradient descent and learning rates/0906.Adaptive learning rate schedules.mp4 |
29.8 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/09.Gradient descent and learning rates/0907.Adaptive moment estimation.mp4 |
29.1 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/10.Preprocessing/1001.Preprocessing introduction.mp4 |
25.6 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/10.Preprocessing/1002.Basic preprocessing.mp4 |
11.1 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/10.Preprocessing/1003.Standardization.mp4 |
40.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/10.Preprocessing/1004.Dealing with categorical data.mp4 |
18.2 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/10.Preprocessing/1005.One-hot and binary encoding.mp4 |
32.3 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/11.The MNIST example/1101.The dataset.mp4 |
20.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/11.The MNIST example/1102.How to tackle the MNIST.mp4 |
33.3 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/11.The MNIST example/1103.Importing the relevant packages and load the data.mp4 |
15.8 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/11.The MNIST example/1104.Preprocess the data - create a validation dataset and scale the data.mp4 |
27.1 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/11.The MNIST example/1105.Preprocess the data - shuffle and batch the data.mp4 |
36.6 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/11.The MNIST example/1106.Outline the model.mp4 |
27.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/11.The MNIST example/1107.Select the loss and the optimizer.mp4 |
12.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/11.The MNIST example/1108.Learning.mp4 |
20.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/11.The MNIST example/1109.Testing the model.mp4 |
15.3 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/12.Business case/1201.Exploring the dataset and identifying predictors.mp4 |
30.2 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/12.Business case/1202.Outlining the business case solution.mp4 |
9.5 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/12.Business case/1203.Balancing the dataset.mp4 |
13.7 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/12.Business case/1204.Preprocessing the data.mp4 |
44.5 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/12.Business case/1205.Load the preprocessed data.mp4 |
18.2 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/12.Business case/1206.Learning and interpreting the result.mp4 |
26.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/12.Business case/1207.Setting an early stopping mechanism.mp4 |
21.5 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/12.Business case/1208.Testing the model.mp4 |
9.6 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/13.Conclusion/1301.See how much you have learned.mp4 |
38.9 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/13.Conclusion/1302.What's further out there in the machine and deep learning world.mp4 |
17.5 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/13.Conclusion/1303.An overview of CNNs.mp4 |
18.6 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/13.Conclusion/1304.An overview of RNNs.mp4 |
27.4 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/13.Conclusion/1305.An overview of non-NN approaches.mp4 |
40.2 MB |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/[CourseClub.ME].url |
122 B |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/[FCS Forum].url |
133 B |
| [CourseClub.ME] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]/[FreeCourseSite.com].url |
127 B |
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