Deep Learning Specialization

Become a Machine Learning expert. Master the fundamentals of deep learning and break into AI.

Top Instructors
618,379 already enrolled
Instructor(s): Andrew Ng +2 more
Image of instructor, Andrew NgImage of instructor, Kian KatanforooshImage of instructor, Younes Bensouda Mourri

Subtitles: English, Chinese (Traditional),

Offered By

DeepLearning.AI

About this Specialization

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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. In this Specialization, you will build and train 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. Get ready to master theoretical concepts and their industry applications using Python and TensorFlow and tackle real-world cases such as speech recognition, music synthesis, chatbots, machine translation, natural language processing, and more. AI is transforming many industries. The Deep Learning Specialization provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career. Along the way, you will also 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 5 months to complete
Suggested pace of 7 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 5 months to complete
Suggested pace of 7 hours/week
English

How the Specialization Works

Take Courses

A Coursera Specialization is a series of courses that helps you master a skill. To begin, enroll in the Specialization directly, or review its courses and choose the one you'd like to start with. When you subscribe to a course that is part of a Specialization, you’re automatically subscribed to the full Specialization. It’s okay to complete just one course — you can pause your learning or end your subscription at any time. Visit your learner dashboard to track your course enrollments and your progress.

Hands-on Project

Every Specialization includes a hands-on project. You'll need to successfully finish the project(s) to complete the Specialization and earn your certificate. If the Specialization includes a separate course for the hands-on project, you'll need to finish each of the other courses before you can start it.

Earn a Certificate

When you finish every course and complete the hands-on project, you'll earn a Certificate that you can share with prospective employers and your professional network.

There are 5 Courses in this Specialization

Course1

Course 1

Neural Networks and Deep Learning

4.9
stars
107,653 ratings
21,493 reviews
Course2

Course 2

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

4.9
stars
58,902 ratings
6,796 reviews
Course3

Course 3

Structuring Machine Learning Projects

4.8
stars
46,941 ratings
5,391 reviews
Course4

Course 4

Convolutional Neural Networks

4.9
stars
39,281 ratings
5,182 reviews

Offered by

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DeepLearning.AI

Frequently Asked Questions

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