About this Specialization

The Deep Learning Specialization is our 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. In this Specialization, you will build neural network architectures such as Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, Transformers, and learn how to make them better with strategies such as Dropout, BatchNorm, Xavier/He initialization, and more. You will master these theoretical concepts and their industry applications using Python and TensorFlow. You will tackle real-world case studies such as autonomous driving, sign language reading, music generation, computer vision, speech recognition, and natural language processing. AI is transforming many industries. The Deep Learning Specialization provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI. Along the way, you will get career advice from deep learning experts from industry and academia.
Learner Career Outcomes
38%
Started a new career after completing this specialization.
14%
Got a pay increase or promotion.
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Approximately 4 months to complete
Suggested pace of 5 hours/week
English
Learner Career Outcomes
38%
Started a new career after completing this specialization.
14%
Got a pay increase or promotion.
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Approximately 4 months to complete
Suggested pace of 5 hours/week
English

There are 5 Courses in this Specialization

Course1

Course 1

Neural Networks and Deep Learning

4.9
stars
103,071 ratings
20,621 reviews
Course2

Course 2

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

4.9
stars
57,364 ratings
6,590 reviews
Course3

Course 3

Structuring Machine Learning Projects

4.8
stars
45,722 ratings
5,216 reviews
Course4

Course 4

Convolutional Neural Networks

4.9
stars
38,230 ratings
5,012 reviews

Offered by

DeepLearning.AI

Frequently Asked Questions

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