This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is frequently used to power most of the AI applications that we use on a daily basis. First you will learn about the theory behind Neural Networks, which are the basis of Deep Learning, as well as several modern architectures of Deep Learning. Once you have developed a few Deep Learning models, the course will focus on Reinforcement Learning, a type of Machine Learning that has caught up more attention recently. Although currently Reinforcement Learning has only a few practical applications, it is a promising area of research in AI that might become relevant in the near future.
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About this Course
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Shareable Certificate
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Intermediate Level
Approx. 31 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessSkills you will gain
- Deep Learning
- Artificial Neural Network
- Machine Learning
- Reinforcement Learning
- keras
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Intermediate Level
Approx. 31 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessOffered by
Syllabus - What you will learn from this course
3 hours to complete
Introduction to Neural Networks
3 hours to complete
16 videos (Total 95 min), 1 reading, 6 quizzes
3 hours to complete
Back Propagation Training and Keras
3 hours to complete
13 videos (Total 81 min), 1 reading, 7 quizzes
2 hours to complete
Neural Network Optimizers
2 hours to complete
5 videos (Total 28 min), 1 reading, 4 quizzes
5 hours to complete
Convolutional Neural Networks
5 hours to complete
9 videos (Total 57 min), 1 reading, 8 quizzes
Reviews
- 5 stars71.75%
- 4 stars17.55%
- 3 stars6.87%
- 2 stars1.52%
- 1 star2.29%
TOP REVIEWS FROM DEEP LEARNING AND REINFORCEMENT LEARNING
by SMJan 11, 2021
Reinforcement Learning part needs to be a separate course and more details in it
by BFMar 17, 2021
Very good. I learned a lot but the subject matter is quite extensive.
by JMFeb 8, 2021
Hello, thank you again for the course. My congrats, once more, to the instructor on the videos!
by MBApr 29, 2021
The difficult terms are simplified enough for understanding and application in real life.
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