FreeCoursesOnline Me Packtpub Com Building Machine Learning Systems with TensorFlow FCO

FreeCoursesOnline Me Packtpub Com Building Machine Learning Systems with TensorFlow FCO

Name	[FreeCoursesOnline.Me] [Packtpub.Com] Building Machine Learning Systems with TensorFlow - [FCO]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	620.8 MB
Total Files	48
Last Seen	2025-05-24 02:01
Hash	5BBDEE8F38374CD9B9B92E4DDA91D66D5889AAE6

/Chapter 1 - Exploring and Transforming data/
01. The Course Overview.mp4	19.5 MB
02. TensorFlow's Main Data Structure Tensors.mp4	28.5 MB
03. Handling the Computing Workflow TensorFlow's Data Flow Graph.mp4	17.0 MB
04. Basic Tensor Methods.mp4	38.7 MB
05. How TensorBoard Works.mp4	25.8 MB
06. Reading Information from Disk.mp4	22.9 MB
/Chapter 2 - Clustering/
07. Learning from Data Unsupervised Learing.mp4	4.9 MB
08. Mechanics of k-Means.mp4	6.1 MB
09. k-Nearest Neighbor.mp4	19.8 MB
10. Project 1 k-Means Clustering on Synthetic Datasetsets.mp4	20.4 MB
11. Project 2 Nearest Neighbor on Synthetic Datasets.mp4	10.4 MB
/Chapter 3 - Linear Regression/
12. Univariate Linear Modelling Function.mp4	9.2 MB
13. Optimizer Methods in TensorFlow The Train Module.mp4	5.8 MB
14. Univariate Linear Regression.mp4	26.5 MB
15. Multivariate Linear Regression.mp4	22.6 MB
/Chapter 4 - Logistic Regression/
16. Logistic Function Predecessor The Logit Functions.mp4	7.2 MB
17. The Logistic Function.mp4	10.0 MB
18. Univariate Logistic Regression.mp4	33.2 MB
19. Univariate Logistic Regression with keras.mp4	13.1 MB
/Chapter 5 - Simple FeedForward Neural Networks/
20. Preliminary Concepts.mp4	14.0 MB
21. First Project Non-Linear Synthetic Function Regression.mp4	14.3 MB
22. Second Project Modeling Cars Fuel Efficiency with Non-Linear.mp4	16.4 MB
23. Third Project Learning to Classify Wines Multiclass Classification.mp4	13.2 MB
/Chapter 6 - Convolutional Neural Networks/
24. Origin of Convolutional Neural Networks.mp4	5.7 MB
25. Applying Convolution in TensorFlow.mp4	18.8 MB
26. Subsampling Operation Pooling.mp4	11.4 MB
27. Improving Efficiency Dropout Operation.mp4	6.5 MB
28. Convolutional Type Layer Building Methods.mp4	3.0 MB
29. MNIST Digit Classification.mp4	18.7 MB
30. Image Classification with the CIFAR10 Dataset.mp4	13.5 MB
/Chapter 7 - Recurrent Neural Networks and LSTM/
31. Recurrent Neural Networks.mp4	6.8 MB
32. A Fundamental Component Gate Operation and Its Steps.mp4	7.4 MB
33. TensorFlow LSTM Useful Classes and Methods.mp4	3.2 MB
34. Univariate Time Series Prediction with Energy Consumption Data.mp4	14.5 MB
35. Writing Music a la Bach.mp4	47.1 MB
/Chapter 8 - Deep Neural Networks/
36. Deep Neural Network Definition and Architectures Through Time.mp4	5.1 MB
37. Alexnet.mp4	10.2 MB
38. Inception V3.mp4	1.9 MB
39. Residual Networks (ResNet).mp4	3.4 MB
40. Painting with Style VGG Style Transfer.mp4	16.2 MB
/Chapter 9 - Library Installation And Additional Tips/
41. Windows Installation.mp4	13.4 MB
42. mac OS Installation.mp4	14.3 MB
/
Discuss.FreeTutorials.Us.html	169.7 KB
FreeCoursesOnline.Me.html	110.9 KB
FreeTutorials.Eu.html	104.7 KB
How you can help Team-FTU.txt	0.3 KB
[TGx]Downloaded from torrentgalaxy.org.txt	0.5 KB
Torrent Downloaded From GloDls.to.txt	0.1 KB
Total files 48