A deep understanding of deep learning

Udemy – A deep understanding of deep learning (with Python intro) 2022

Description

A deep understanding of deep learning (with Python intro), is a deep learning training course in PyTorch using a scientific and practical method with the help of many examples and practice problems. By taking this course, you will gain a flexible, grounded, and durable experience in deep learning. You will learn basic concepts with the help of this course and you will be able to easily learn new topics and trends in the future.

Please note that this course is not just a brief overview of deep learning instead, this course comprehensively examines why and how deep learning works and many important related concepts.

What you will learn in the course A deep understanding of deep learning (with Python intro):

  • The theory and mathematics behind deep learning
  • Construction of an artificial neural network
  • The architecture of feedforward and convolutional networks
  • Building models in PieTorch
  • Differential and gradient descent coding
  • Scaling deep network models
  • Learning Python from the ground up (no need for any coding experience)
  • How and why autoencoders work
  • Using transfer learning
  • Improving the performance of models using regularization
  • Optimizing the evaluation of weights
  • Understanding image convolution using pre-trained kernels
  • Using GPU for deep learning

Course details

Publisher: Udemy
Instructors: Mike X Cohen
Language: English
Education level: Introductory
Number of courses: 265
Duration: 57 hours and 19 minutes

A deep understanding of deep learning Course headings

A deep understanding of deep learning

 

Prerequisites of the course A deep understanding of deep learning (with Python intro):

Interest in learning about deep learning!
Python/Pytorch skills are taught in the course
A Google account (google-colab is used as the Python IDE)

A deep understanding of deep learning Pictures

 

A deep understanding of deep learning

Installation guide

After Extract, view with your favorite Player.

English subtitle

Quality: 720p

Changes:

The 2021/12 version has increased the number of 9 lessons (1 section) and the duration of 2 hours and 52 minutes compared to 2021/8.

The 2022/11 version has increased the duration by 2 minutes compared to 2021/12.

download link

Download part 1 – 3 GB
Download part 2-3 GB
Download part 3 – 3 GB
Download part 4 – 3 GB
Download part 5 – 3 GB
Download part 6 – 1.54 GB
file password link
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