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Building Machine Learning Systems with TensorFlow [Video]
magnet:?xt=urn:btih:ed190bb2953aa5cd66a7215f1774b6bbffd971de&dn=Building Machine Learning Systems with TensorFlow [Video]
磁力链接详情
Hash值:
ed190bb2953aa5cd66a7215f1774b6bbffd971de
点击数:
141
文件大小:
493.81 MB
文件数量:
42
创建日期:
2017-10-30 21:00
最后访问:
2024-10-10 17:00
访问标签:
Building
Machine
Learning
Systems
with
TensorFlow
Video
文件列表详情
1.1-The course Overview - Building Machine Learning Systems with TensorFlow [Video].mp4 12.55 MB
1.2-TensorFlows Main Data Structure – Tensors - Building Machine Learning Systems with TensorFlow [Video].mp4 19.61 MB
1.3-Handling the Computing Workflow – TensorFlows Data Flow Graph - Building Machine Learning Systems with TensorFlow [Video].mp4 14.35 MB
1.4-Basic Tensor Methods - Building Machine Learning Systems with TensorFlow [Video].mp4 29.6 MB
1.5-How TensorBoard Works - Building Machine Learning Systems with TensorFlow [Video].mp4 19.07 MB
1.6-Reading Information from Disk - Building Machine Learning Systems with TensorFlow [Video].mp4 15.74 MB
2.1-Learning from Data –Unsupervised Learning - Building Machine Learning Systems with TensorFlow [Video].mp4 4.82 MB
2.2-Mechanics of k-Means - Building Machine Learning Systems with TensorFlow [Video].mp4 6.63 MB
2.3-k-Nearest Neighbor - Building Machine Learning Systems with TensorFlow [Video].mp4 15.39 MB
2.4-Project 1 – k-Means Clustering on Synthetic Datasets - Building Machine Learning Systems with TensorFlow [Video].mp4 16.01 MB
2.5-Project 2 – Nearest Neighbor on Synthetic Datasets - Building Machine Learning Systems with TensorFlow [Video].mp4 8.39 MB
3.1-Univariate Linear Modelling Function - Building Machine Learning Systems with TensorFlow [Video].mp4 9.43 MB
3.2-Optimizer Methods in TensorFlow – The Train Module - Building Machine Learning Systems with TensorFlow [Video].mp4 6.03 MB
3.3-Univariate Linear Regression - Building Machine Learning Systems with TensorFlow [Video].mp4 18.76 MB
3.4-Multivariate Linear Regression - Building Machine Learning Systems with TensorFlow [Video].mp4 19.15 MB
4.1-Logistic Function Predecessor – The Logit Functions - Building Machine Learning Systems with TensorFlow [Video].mp4 7.32 MB
4.2-The Logistic Function - Building Machine Learning Systems with TensorFlow [Video].mp4 10.12 MB
4.3-Univariate Logistic Regression - Building Machine Learning Systems with TensorFlow [Video].mp4 25.08 MB
4.4-Univariate Logistic Regression with keras - Building Machine Learning Systems with TensorFlow [Video].mp4 10.14 MB
5.1-Preliminary Concepts - Building Machine Learning Systems with TensorFlow [Video].mp4 14.03 MB
5.2-First Project – Non-Linear Synthetic Function Regression - Building Machine Learning Systems with TensorFlow [Video].mp4 10.79 MB
5.3-Second Project – Modeling Cars Fuel Efficiency with Non-Linear Regression - Building Machine Learning Systems with TensorFlow [Video].mp4 13.55 MB
5.4-Third Project – Learning to Classify Wines Multiclass Classification - Building Machine Learning Systems with TensorFlow [Video].mp4 11.27 MB
6.1-Origin of Convolutional Neural Networks - Building Machine Learning Systems with TensorFlow [Video].mp4 7.06 MB
6.2-Applying Convolution in TensorFlow - Building Machine Learning Systems with TensorFlow [Video].mp4 15.2 MB
6.3-Subsampling Operation –Pooling - Building Machine Learning Systems with TensorFlow [Video].mp4 8.96 MB
6.4-Improving Efficiency – Dropout Operation - Building Machine Learning Systems with TensorFlow [Video].mp4 5.8 MB
6.5-Convolutional Type Layer Building Methods - Building Machine Learning Systems with TensorFlow [Video].mp4 2.71 MB
6.6-MNIST Digit Classification - Building Machine Learning Systems with TensorFlow [Video].mp4 13.59 MB
6.7-Image Classification with the CIFAR10 Dataset - Building Machine Learning Systems with TensorFlow [Video].mp4 10.17 MB
7.1-Recurrent Neural Networks - Building Machine Learning Systems with TensorFlow [Video].mp4 6.96 MB
7.2-AFundamental Component – Gate Operation and Its Steps - Building Machine Learning Systems with TensorFlow [Video].mp4 7.82 MB
7.3-TensorFlow LSTM Useful Classes and Methods - Building Machine Learning Systems with TensorFlow [Video].mp4 4.25 MB
7.4-Univariate Time Series Prediction with Energy Consumption Data - Building Machine Learning Systems with TensorFlow [Video].mp4 10.91 MB
7.5-Writing Music a la Bach - Building Machine Learning Systems with TensorFlow [Video].mp4 30.42 MB
8.1-Deep Neural Network Definition and Architectures Through Time - Building Machine Learning Systems with TensorFlow [Video].mp4 5.12 MB
8.2-Alexnet - Building Machine Learning Systems with TensorFlow [Video].mp4 8.95 MB
8.3-Inception V3 - Building Machine Learning Systems with TensorFlow [Video].mp4 2.2 MB
8.4-Residual Networks (ResNet) - Building Machine Learning Systems with TensorFlow [Video].mp4 4.04 MB
8.5-Painting with Style – VGG Style Transfer - Building Machine Learning Systems with TensorFlow [Video].mp4 11.83 MB
9.1-Windows Installation - Building Machine Learning Systems with TensorFlow [Video].mp4 9.82 MB
9.2-MacOS Installation - Building Machine Learning Systems with TensorFlow [Video].mp4 10.15 MB
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