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Download A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras

Practical Guide to Machine Learning with TensorFlow Keras

Name

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras

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Total Size

2.4 GB

Total Files

43

Hash

CFCE7583A2DE8C736CCE05D12FA5956D43DD02BF

/1. Introduction/

1. Introduction.mp4

46.0 MB

2. Jupyter Notebook & TensorFlow.mp4

52.2 MB

/2. Machine Learning, Neural Networks & Deep Learning/

1. Machine Learning Demo.mp4

61.2 MB

10. Combining Neural Networks & AI.mp4

38.2 MB

2. Deep Learning, Machine Learning, & Neural Networks Resources.mp4

25.4 MB

3. Statistics & Machine Learning.mp4

23.6 MB

4. Neurons & Neuron Layers.mp4

49.0 MB

5. Deep Learning.mp4

42.4 MB

6. Neurons & Model Training.mp4

49.5 MB

7. Training Models.mp4

26.5 MB

8. Deep Learning & AI.mp4

37.1 MB

9. AI Modeling Demo.mp4

52.9 MB

/3. Linear Regression/

1. Jupyter Notebook Setup.mp4

34.5 MB

2. Hardware & Compiler.mp4

26.6 MB

3. Tensorflow Architecture.mp4

79.7 MB

4. Plotting Uniform Data.mp4

34.4 MB

5. Plotting Data with Noise.mp4

59.7 MB

6. Predicting Data with TensorFlow.mp4

54.0 MB

7. Visualizing Learning Rate & Loss.mp4

29.0 MB

8. Learning Rate & Gradients.mp4

91.5 MB

9. Learning Rate vs Steps.mp4

67.8 MB

/4. Image Processing & Model Training/

1. Image Processing with Keras.mp4

60.0 MB

2. Creating a 2D Image Model.mp4

42.7 MB

3. Sigmoid vs. ReLU.mp4

24.1 MB

4. Softmax.mp4

19.6 MB

5. Understanding the Model.mp4

57.2 MB

6. Defining the Solver & Loss Function.mp4

70.9 MB

7. Training a Model.mp4

114.7 MB

8. Comparing Different Models.mp4

80.8 MB

9. Principal Component Analysis.mp4

64.6 MB

/5. Convolution & Pooling/

1. Convolutions & Pooling Definitions.mp4

47.3 MB

2. Adding Convolutions & Pooling.mp4

11.4 MB

3. Diagramming Convolutions & Pooling.mp4

112.7 MB

4. Visualizing Convolutional Operations.mp4

78.8 MB

5. Predicting, Saving & Loading Models.mp4

71.3 MB

6. Neural Network Attention.mp4

112.4 MB

7. Bias in Training Data Sets.mp4

33.2 MB

/6. Text Analytics/

1. Detecting Good & Bad Reviews.mp4

78.8 MB

2. Natural Language Processing.mp4

97.5 MB

3. Sentiment Analysis.mp4

69.4 MB

4. Long Short Term Memory.mp4

84.9 MB

5. Reinforcement Learning.mp4

85.5 MB

/7. Wrapping Up/

1. Wrapping Up.mp4

9.3 MB

 

Total files 43


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