Practical Guide to Machine Learning with TensorFlow Keras | CFCE7583A2DE8C736CCE05D12FA5956D43DD02BF

Practical Guide to Machine Learning with TensorFlow Keras

Name	A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras	DOWNLOAD Copy Link Trouble downloading? see How To
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