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A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras
magnet:?xt=urn:btih:cfce7583a2de8c736cce05d12fa5956d43dd02bf&dn=A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras
磁力链接详情
Hash值:
cfce7583a2de8c736cce05d12fa5956d43dd02bf
点击数:
213
文件大小:
2.24 GB
文件数量:
43
创建日期:
2021-1-3 03:48
最后访问:
2024-7-26 16:47
访问标签:
A
Practical
Guide
to
Machine
Learning
with
TensorFlow
2
0
&
Keras
文件列表详情
1. Introduction/1. Introduction.mp4 43.9 MB
1. Introduction/2. Jupyter Notebook & TensorFlow.mp4 49.82 MB
2. Machine Learning, Neural Networks & Deep Learning/1. Machine Learning Demo.mp4 58.33 MB
2. Machine Learning, Neural Networks & Deep Learning/10. Combining Neural Networks & AI.mp4 36.45 MB
2. Machine Learning, Neural Networks & Deep Learning/2. Deep Learning, Machine Learning, & Neural Networks Resources.mp4 24.26 MB
2. Machine Learning, Neural Networks & Deep Learning/3. Statistics & Machine Learning.mp4 22.53 MB
2. Machine Learning, Neural Networks & Deep Learning/4. Neurons & Neuron Layers.mp4 46.75 MB
2. Machine Learning, Neural Networks & Deep Learning/5. Deep Learning.mp4 40.46 MB
2. Machine Learning, Neural Networks & Deep Learning/6. Neurons & Model Training.mp4 47.2 MB
2. Machine Learning, Neural Networks & Deep Learning/7. Training Models.mp4 25.28 MB
2. Machine Learning, Neural Networks & Deep Learning/8. Deep Learning & AI.mp4 35.39 MB
2. Machine Learning, Neural Networks & Deep Learning/9. AI Modeling Demo.mp4 50.41 MB
3. Linear Regression/1. Jupyter Notebook Setup.mp4 32.92 MB
3. Linear Regression/2. Hardware & Compiler.mp4 25.35 MB
3. Linear Regression/3. Tensorflow Architecture.mp4 76.01 MB
3. Linear Regression/4. Plotting Uniform Data.mp4 32.82 MB
3. Linear Regression/5. Plotting Data with Noise.mp4 56.95 MB
3. Linear Regression/6. Predicting Data with TensorFlow.mp4 51.47 MB
3. Linear Regression/7. Visualizing Learning Rate & Loss.mp4 27.65 MB
3. Linear Regression/8. Learning Rate & Gradients.mp4 87.22 MB
3. Linear Regression/9. Learning Rate vs Steps.mp4 64.62 MB
4. Image Processing & Model Training/1. Image Processing with Keras.mp4 57.18 MB
4. Image Processing & Model Training/2. Creating a 2D Image Model.mp4 40.75 MB
4. Image Processing & Model Training/3. Sigmoid vs. ReLU.mp4 23.03 MB
4. Image Processing & Model Training/4. Softmax.mp4 18.72 MB
4. Image Processing & Model Training/5. Understanding the Model.mp4 54.55 MB
4. Image Processing & Model Training/6. Defining the Solver & Loss Function.mp4 67.61 MB
4. Image Processing & Model Training/7. Training a Model.mp4 109.42 MB
4. Image Processing & Model Training/8. Comparing Different Models.mp4 77.06 MB
4. Image Processing & Model Training/9. Principal Component Analysis.mp4 61.65 MB
5. Convolution & Pooling/1. Convolutions & Pooling Definitions.mp4 45.15 MB
5. Convolution & Pooling/2. Adding Convolutions & Pooling.mp4 10.91 MB
5. Convolution & Pooling/3. Diagramming Convolutions & Pooling.mp4 107.45 MB
5. Convolution & Pooling/4. Visualizing Convolutional Operations.mp4 75.14 MB
5. Convolution & Pooling/5. Predicting, Saving & Loading Models.mp4 68.04 MB
5. Convolution & Pooling/6. Neural Network Attention.mp4 107.17 MB
5. Convolution & Pooling/7. Bias in Training Data Sets.mp4 31.65 MB
6. Text Analytics/1. Detecting Good & Bad Reviews.mp4 75.19 MB
6. Text Analytics/2. Natural Language Processing.mp4 92.96 MB
6. Text Analytics/3. Sentiment Analysis.mp4 66.21 MB
6. Text Analytics/4. Long Short Term Memory.mp4 80.95 MB
6. Text Analytics/5. Reinforcement Learning.mp4 81.51 MB
7. Wrapping Up/1. Wrapping Up.mp4 8.85 MB
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