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Building Machine Learning Systems with TensorFlow [Video]
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2017-10-30 21:00
2024-8-15 02:41
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493.81 MB
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相关链接
Building
Machine
Learning
Systems
with
TensorFlow
Video
文件列表
1.1-The course Overview - Building Machine Learning Systems with TensorFlow [Video].mp4
12.55MB
1.2-TensorFlows Main Data Structure – Tensors - Building Machine Learning Systems with TensorFlow [Video].mp4
19.61MB
1.3-Handling the Computing Workflow – TensorFlows Data Flow Graph - Building Machine Learning Systems with TensorFlow [Video].mp4
14.35MB
1.4-Basic Tensor Methods - Building Machine Learning Systems with TensorFlow [Video].mp4
29.6MB
1.5-How TensorBoard Works - Building Machine Learning Systems with TensorFlow [Video].mp4
19.07MB
1.6-Reading Information from Disk - Building Machine Learning Systems with TensorFlow [Video].mp4
15.74MB
2.1-Learning from Data –Unsupervised Learning - Building Machine Learning Systems with TensorFlow [Video].mp4
4.82MB
2.2-Mechanics of k-Means - Building Machine Learning Systems with TensorFlow [Video].mp4
6.63MB
2.3-k-Nearest Neighbor - Building Machine Learning Systems with TensorFlow [Video].mp4
15.39MB
2.4-Project 1 – k-Means Clustering on Synthetic Datasets - Building Machine Learning Systems with TensorFlow [Video].mp4
16.01MB
2.5-Project 2 – Nearest Neighbor on Synthetic Datasets - Building Machine Learning Systems with TensorFlow [Video].mp4
8.39MB
3.1-Univariate Linear Modelling Function - Building Machine Learning Systems with TensorFlow [Video].mp4
9.43MB
3.2-Optimizer Methods in TensorFlow – The Train Module - Building Machine Learning Systems with TensorFlow [Video].mp4
6.03MB
3.3-Univariate Linear Regression - Building Machine Learning Systems with TensorFlow [Video].mp4
18.76MB
3.4-Multivariate Linear Regression - Building Machine Learning Systems with TensorFlow [Video].mp4
19.15MB
4.1-Logistic Function Predecessor – The Logit Functions - Building Machine Learning Systems with TensorFlow [Video].mp4
7.32MB
4.2-The Logistic Function - Building Machine Learning Systems with TensorFlow [Video].mp4
10.12MB
4.3-Univariate Logistic Regression - Building Machine Learning Systems with TensorFlow [Video].mp4
25.08MB
4.4-Univariate Logistic Regression with keras - Building Machine Learning Systems with TensorFlow [Video].mp4
10.14MB
5.1-Preliminary Concepts - Building Machine Learning Systems with TensorFlow [Video].mp4
14.03MB
5.2-First Project – Non-Linear Synthetic Function Regression - Building Machine Learning Systems with TensorFlow [Video].mp4
10.79MB
5.3-Second Project – Modeling Cars Fuel Efficiency with Non-Linear Regression - Building Machine Learning Systems with TensorFlow [Video].mp4
13.55MB
5.4-Third Project – Learning to Classify Wines Multiclass Classification - Building Machine Learning Systems with TensorFlow [Video].mp4
11.27MB
6.1-Origin of Convolutional Neural Networks - Building Machine Learning Systems with TensorFlow [Video].mp4
7.06MB
6.2-Applying Convolution in TensorFlow - Building Machine Learning Systems with TensorFlow [Video].mp4
15.2MB
6.3-Subsampling Operation –Pooling - Building Machine Learning Systems with TensorFlow [Video].mp4
8.96MB
6.4-Improving Efficiency – Dropout Operation - Building Machine Learning Systems with TensorFlow [Video].mp4
5.8MB
6.5-Convolutional Type Layer Building Methods - Building Machine Learning Systems with TensorFlow [Video].mp4
2.71MB
6.6-MNIST Digit Classification - Building Machine Learning Systems with TensorFlow [Video].mp4
13.59MB
6.7-Image Classification with the CIFAR10 Dataset - Building Machine Learning Systems with TensorFlow [Video].mp4
10.17MB
7.1-Recurrent Neural Networks - Building Machine Learning Systems with TensorFlow [Video].mp4
6.96MB
7.2-AFundamental Component – Gate Operation and Its Steps - Building Machine Learning Systems with TensorFlow [Video].mp4
7.82MB
7.3-TensorFlow LSTM Useful Classes and Methods - Building Machine Learning Systems with TensorFlow [Video].mp4
4.25MB
7.4-Univariate Time Series Prediction with Energy Consumption Data - Building Machine Learning Systems with TensorFlow [Video].mp4
10.91MB
7.5-Writing Music a la Bach - Building Machine Learning Systems with TensorFlow [Video].mp4
30.42MB
8.1-Deep Neural Network Definition and Architectures Through Time - Building Machine Learning Systems with TensorFlow [Video].mp4
5.12MB
8.2-Alexnet - Building Machine Learning Systems with TensorFlow [Video].mp4
8.95MB
8.3-Inception V3 - Building Machine Learning Systems with TensorFlow [Video].mp4
2.2MB
8.4-Residual Networks (ResNet) - Building Machine Learning Systems with TensorFlow [Video].mp4
4.04MB
8.5-Painting with Style – VGG Style Transfer - Building Machine Learning Systems with TensorFlow [Video].mp4
11.83MB
9.1-Windows Installation - Building Machine Learning Systems with TensorFlow [Video].mp4
9.82MB
9.2-MacOS Installation - Building Machine Learning Systems with TensorFlow [Video].mp4
10.15MB
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