CourseClub NET Packtpub Introduction to Deep Learning with Caffe2

CourseClub NET Packtpub Introduction to Deep Learning with Caffe2

Name	[CourseClub.NET] Packtpub - Introduction to Deep Learning with Caffe2	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.0 GB
Total Files	32
Hash	DBE98BABFA8886A285B5313E9BBFEBBC44595542

/1.Setting Up Caffe2/
01.The Course Overview.mp4	26.0 MB
02.Set Up Caffe2 on Linux.mp4	17.3 MB
03.Understanding the Caffe2 Architecture.mp4	23.1 MB
04.Transitioning from Machine Learning to Deep Learning.mp4	34.1 MB
05.Running an Image Classifier Using Caffe2.mp4	102.1 MB
/2.Implementing Neural Networks and Deep Learning/
06.Learn about Matrices Using Python – NumPy.mp4	59.7 MB
07.Understanding and Implementing Logistic Regression and Neural Networks.mp4	19.1 MB
08.Understanding and Implementing Deep Neural Networks.mp4	21.3 MB
/3.Understanding Caffe2/
09.Caffe2 Introduction.mp4	16.0 MB
10.Caffe2 Python Wrapper.mp4	40.9 MB
11.Mathematical Operators in Caffe2.mp4	29.0 MB
12.Network Creators and Assisters in Caffe2 – Part 1.mp4	19.4 MB
13.Network Creators and Assisters in Caffe2 – Part 2.mp4	22.6 MB
14.Network Creators and Assisters in Caffe2 – Part 3.mp4	15.1 MB
/4.Understanding a Convolutional Neural Network/
15.How Machines Learn to See!.mp4	25.5 MB
16.Introduction to Convolutional Neural Networks.mp4	29.2 MB
17.Implement a Convolution Layer Using Caffe2.mp4	34.1 MB
18.Pooling Layer and Dropout in Caffe2.mp4	82.8 MB
19.Role of Activation Functions in Solving Non-Linear Optimization.mp4	60.2 MB
/5.Implementing Weight Initialization, Optimization, and Regularization/
20.Machine Learning Strategy.mp4	10.1 MB
21.How to Perform Data Selection, Preparation, and Processing.mp4	33.1 MB
22.Regularization of Neural Networks.mp4	26.6 MB
23.Optimizing Neural Networks.mp4	25.2 MB
24.Optimization Algorithms.mp4	36.2 MB
/6.Introduction to Recurrent Neural Network/
25.Sequence Learning.mp4	18.5 MB
26.Introduction to Recurrent Neural Networks.mp4	16.9 MB
27.LSTMs – A Special Case of RNNs.mp4	44.1 MB
28.Learning about Word Embeddings.mp4	59.3 MB
29.Introduction to Augmented Recurrent Neural Networks.mp4	61.3 MB
/Exercise Files/
code_34511.zip	27.7 MB
/
[CourseClub.NET].url	0.1 KB
[DesireCourse.Com].url	0.1 KB
Total files 32