A 5-course Specialization from Coursera

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Deep Learning

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Deep Learning Specialization

About this Specialization

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.

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Coursera

&

deeplearning.ai

From deeplearning.ai via Coursera
Hours 83
Instructors Andrew Ng, Head Teaching Assistant - Kian Katanforoosh, Teaching Assistant - Younes Bensouda Mourri, Teaching Assistant - Kian Katanforoosh
Language English
Subjects Programming Data Science
Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

Computer Vision, Deep Learning Engineer $67k

Computer Vision & Deep Learning Engineer $67k

Character AI Developer $67k

Deep Clean Sales Specialist $76k

Deep clean specialist $76k

Deep Learning Research Scientist $86k

Deep Learning Research Engineer $88k

Research Scientist - Deep Learning $91k

Deep Learning R&D Engineer $127k

Senior AI & Gameplay Programmer $149k

Research Engineer, AI $151k

Research Engineer, Amazon AI $157k

Courses in this Specialization

Listed in the order in which they should be taken

Starts Course Information

Jul
15

Neural Networks and Deep Learning

If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new...

Coursera | deeplearning.ai

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For $49
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Jul
15

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (You were viewing this course)

This course will teach you the "magic" of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance,...

Coursera | deeplearning.ai

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Jul
15

Structuring Machine Learning Projects

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course...

Coursera | deeplearning.ai

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Jul
22

Convolutional Neural Networks

This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two...

Coursera | deeplearning.ai

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Jul
15

Sequence Models

This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just...

Coursera | deeplearning.ai

Take just this course
For $69
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Coursera

&

deeplearning.ai

From deeplearning.ai via Coursera
Hours 83
Instructors Andrew Ng, Head Teaching Assistant - Kian Katanforoosh, Teaching Assistant - Younes Bensouda Mourri, Teaching Assistant - Kian Katanforoosh
Language English
Subjects Programming Data Science
Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

Computer Vision, Deep Learning Engineer $67k

Computer Vision & Deep Learning Engineer $67k

Character AI Developer $67k

Deep Clean Sales Specialist $76k

Deep clean specialist $76k

Deep Learning Research Scientist $86k

Deep Learning Research Engineer $88k

Research Scientist - Deep Learning $91k

Deep Learning R&D Engineer $127k

Senior AI & Gameplay Programmer $149k

Research Engineer, AI $151k

Research Engineer, Amazon AI $157k