In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning.
This course is part of the Deep Learning Specialization
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Offered By
Deep Learning SpecializationDeepLearning.AIAbout this Course
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Learner Career Outcomes
10%
started a new career after completing these courses
14%
got a tangible career benefit from this course
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
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Course 1 of 5 in the
Intermediate Level
- Intermediate Python skills: basic programming, understanding of for loops, if/else statements, data structures
- A basic grasp of linear algebra & ML
Approx. 27 hours to complete
English
Subtitles: Chinese (Traditional), Arabic, French, Portuguese (European), Chinese (Simplified), Italian, Portuguese (Brazilian), Vietnamese, Korean, German, Russian, Turkish, English, Spanish, Japanese
Skills you will gain
- Deep Learning
- Artificial Neural Network
- Backpropagation
- Python Programming
- Neural Network Architecture
Learner Career Outcomes
10%
started a new career after completing these courses
14%
got a tangible career benefit from this course
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 1 of 5 in the
Intermediate Level
- Intermediate Python skills: basic programming, understanding of for loops, if/else statements, data structures
- A basic grasp of linear algebra & ML
Approx. 27 hours to complete
English
Subtitles: Chinese (Traditional), Arabic, French, Portuguese (European), Chinese (Simplified), Italian, Portuguese (Brazilian), Vietnamese, Korean, German, Russian, Turkish, English, Spanish, Japanese
Offered by
DeepLearning.AI
DeepLearning.AI is an education technology company that develops a global community of AI talent.
Syllabus - What you will learn from this course
4 hours to complete
Introduction to Deep Learning
Analyze the major trends driving the rise of deep learning, and give examples of where and how it is applied today.
4 hours to complete
6 videos (Total 74 min), 1 reading, 3 quizzes
8 hours to complete
Neural Networks Basics
Set up a machine learning problem with a neural network mindset and use vectorization to speed up your models.
8 hours to complete
19 videos (Total 161 min), 5 readings, 4 quizzes
6 hours to complete
Shallow Neural Networks
Build a neural network with one hidden layer, using forward propagation and backpropagation.
6 hours to complete
12 videos (Total 109 min)
9 hours to complete
Deep Neural Networks
Analyze the key computations underlying deep learning, then use them to build and train deep neural networks for computer vision tasks.
9 hours to complete
8 videos (Total 66 min), 4 readings, 4 quizzes
Reviews
TOP REVIEWS FROM NEURAL NETWORKS AND DEEP LEARNING
by ASJul 10, 2021
I have learned a lot of thing in deep learning such as neural network , deep neural network , forward propagation , backward propagation , broadcasting and vectorization.This is very important for me.
by SKJul 7, 2021
Very informative course by Andrew Ng and team.Teaches everything from the basics and helps you understand difficult topics (as i thought before taking this course) such as Deep Neural Networks easily.
by SKAug 29, 2018
Nothing can get better than this course from Professor Andrew Ng. A must for every Data science enthusiast. Gets you up to speed right from the fundamentals. Thanks a lot for Prof Andrew and his team.
by AJDec 5, 2020
This course helped me understand the basics of neural network. After this course I learned to built base neural network model. Looking forward to do the next course of the deeplearning specialization.
About the Deep Learning Specialization
The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology.
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