About this Specialization

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If you want to break into AI, this Specialization will help you do so. Deep Learning is one of the most highly sought after skills in tech. We will help you become good at Deep Learning. In five courses, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more. You will work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. You will master not only the theory, but also see how it is applied in industry. You will practice all these ideas in Python and in TensorFlow, which we will teach. You will also hear from many top leaders in Deep Learning, who will share with you their personal stories and give you career advice. AI is transforming multiple industries. After finishing this specialization, you will likely find creative ways to apply it to your work. We will help you master Deep Learning, understand how to apply it, and build a career in AI.
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
Approx. 4 months to complete
Suggested 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
Approx. 4 months to complete
Suggested 5 hours/week
English

There are 5 Courses in this Specialization

Course1

Course 1

Neural Networks and Deep Learning

4.9
stars
99,074 ratings
19,854 reviews
Course2

Course 2

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

4.9
stars
55,890 ratings
6,395 reviews
Course3

Course 3

Structuring Machine Learning Projects

4.8
stars
44,719 ratings
5,066 reviews
Course4

Course 4

Convolutional Neural Networks

4.9
stars
37,153 ratings
4,830 reviews

Offered by

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DeepLearning.AI

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