Coursera – Deep Learning Specialization 2020-4

Description

Neural Networks and Deep Learning is the name of a set of video tutorials in the field of data science and machine learning. One of the most popular educational topics these days is Deep Learning. This course is actually part of this science. In this training course, you will learn the principles and foundations of neural networks and deep learning with the concept of artificial intelligence. At the end of this course you can implement systems with high artificial intelligence and bring it to the implementation stage.

Also, in this course, we have tried to convey the concept and how deep learning works well to you. This course can also help you find an ideal job. You will prepare well for job opportunities by learning the content and training available in this course. Finally, by viewing all the sessions and trainings of this course, you can use your deep learning knowledge in your developed programs.

Items that are taught in this course

Basic acquaintance with the basics of deep learning

Learn how to build neural networks and use them

Improve Python programming skills

Familiarity with how to implement efficient neural networks

Understanding the key parameters in the architecture of a neural network

Course information

Publisher: Coursera

English language

Duration: 80 hours

Number of courses: 184

Instructor: Andrew Ng

File format: mp4

Neural Networks and Deep Learning course topics

Introduction to deep learning 7 videos (Total 76 min), 2 readings, 1 quiz

Neural Networks Basics 19 videos (Total 161 min), 6 readings, 3 quizzes

Shallow neural networks 12 videos (Total 109 min), 2 readings, 2 quizzes

Deep Neural Networks 8 videos (Total 64 min), 3 readings, 3 quizzes

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p