About this Specialization
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.
| 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 |
Similar Courses
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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 | |
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Jun |
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 |
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 |
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 |
Convolutional Neural Networks (You were viewing this course) 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 |
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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| 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
