Udemy – A deep understanding of deep learning (with Python intro) 2023-10/2024-11

Description

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

Note that this course is not just a summary of in-depth learning, but instead comprehensively examines why and how in-depth learning works and the many important concepts involved.

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

• Theory and mathematics behind deep learning
• Build an artificial neural network
• Feedforward and convolutional network architecture
• Construction of models in the base of Torch
• Differential and gradient descent coding
• Scaling deep network models
• Learn Python from scratch (without any coding experience)
• How and why autoencoders work
• Use transfer learning
• Improve the performance of models using regularization
• Weight optimization
• Understand image convolution using pre-trained kernels
• Use GPU for deep learning

Course specifications

Publisher: Udemy
Instructors: Mike X Cohen
Language: English
Level: Introductory
Number of Courses: 265
Duration: 57h 19m

Course topics

Prerequisites for 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)

Pictures

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

Installation guide

After Extract, watch with your favorite Player.

Subtitle: English

Quality: Version 2023/7 (720p) | Version 2023/10 (1080p)

Changes:

Version 2021/12 compared to 2021/8 has increased by 9 lessons (1 section) and duration of 2 hours and 52 minutes.

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

Version 2023/2 compared to 2022/11 has not changed in the number of courses and duration of the course, but the quality of the course has increased from 720p to 1080p.

Version 2023/7 has not changed in the number of courses and duration of the course compared to 2023/2, but HTML files and subtitles have changed. Also, the quality of the course has been reduced from 1080p to 720p.

The 2023/10 version has not changed the number of courses and the duration of the course compared to 2023/7. But the quality of the course has increased from 720p to 1080p.

Download link

Version 2023/10 (Quality 1080p)

Download Part 1 – 4 GB

Download Part 2 – 4 GB

Download Part 3 – 4 GB

Download Part 4 – 4 GB

Download Part 5 – 4 GB

Download Part 6 – 1.56 GB

Version 2023/7 (Quality 720p)

Download Part 1 – 4 GB

Download Part 2 – 4 GB

Download Part 3 – 4 GB

Download Part 4 – 4 GB

Download Part 5 – 527 MB

File password (s): www.abc.com

Size

Version 2023/7: 16.5 GB

Version 2023/10: 21.5 GB