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Deep Learning

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Become a Machine Learning expert

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.

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From deeplearning.ai via Coursera
Hours 6
Instructors Andrew Ng, Head Teaching Assistant - Kian Katanforoosh, Teaching Assistant - Younes Bensouda Mourri, Kian Katanforoosh, Younes Bensouda Mourri, Teaching Assistant - Kian Katanforoosh
Language English
Subjects Programming Data Science

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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

Jun
28

Neural Networks and Deep Learning

In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning. By the end, you will be familiar with the...

Coursera | deeplearning.ai

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Jun
28

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

In the second course of the Deep Learning Specialization, you will open the deep learning black box to understand the processes that drive performance and generate good results...

Coursera | deeplearning.ai

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Jun
28

Structuring Machine Learning Projects

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine...

Coursera | deeplearning.ai

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Jun
21

Convolutional Neural Networks

In the fourth course of the Deep Learning Specialization, you will understand how computer vision has evolved and become familiar with its exciting applications such as autonomous...

Coursera | deeplearning.ai

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Jun
28

Sequence Models

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis,...

Coursera | deeplearning.ai

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Coursera

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deeplearning.ai

From deeplearning.ai via Coursera
Hours 6
Instructors Andrew Ng, Head Teaching Assistant - Kian Katanforoosh, Teaching Assistant - Younes Bensouda Mourri, Kian Katanforoosh, 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

Similar Courses

Sorted by relevance