Details for this torrent 

Modern Deep Convolutional Neural Networks with PyTorch
Type:
Other > Other
Files:
5
Size:
674.27 MiB (707024111 Bytes)
Uploaded:
2019-08-08 04:11:47 GMT
By:
tuts756
Seeders:
9
Leechers:
0
Comments
0  

Info Hash:
A56894D2D5EF9234F4E39D077A7DE35DA63E0648




(Problems with magnets links are fixed by upgrading your torrent client!)
Description
Dear friend, welcome to the course “Modern Deep Convolutional Neural Networks”! I tried to do my best in order to share my practical experience in Deep Learning and Computer vision with you.
The course consists of 4 blocks:
    Introduction section, where I remind you, what is Linear layers, SGD, and how to train Deep Networks.
    Convolution section, where we discuss convolutions, it’s parameters, advantages and disadvantages.
    Regularization and normalization section, where I share with you useful tips and tricks in Deep Learning.
    Fine tuning, transfer learning, modern datasets and architectures
If you don’t understand something, feel free to ask equations. I will answer you directly or will make a video explanation.

Who this course is for:
    Who knows a bit about neural networks
    Who wants to enrich their Deep Learning and Image Processing knowledge
    Who wants to study advanced techniques and practices

Requirements
    Machine Learning
    Linear Regression and Classification
    Matrix Calculus, Probability
    Deep Learning basis: Multi perceptron, optimization
    Python, PyTorch

Last updated 5/2019