IBM - Introduction to Deep Learning & Neural Networks with Keras
5.0 /5- Offered byCoursera
Introduction to Deep Learning & Neural Networks with Keras at Coursera Overview
Introduction to Deep Learning & Neural Networks with Keras
at Coursera
Duration | 8 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Introduction to Deep Learning & Neural Networks with Keras at Coursera Highlights
Introduction to Deep Learning & Neural Networks with Keras
at Coursera
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 3 of 6 in the IBM AI Engineering
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Intermediate Level
- Approx. 8 hours to complete
- English Subtitles: French, Portuguese (European), Russian, English, Spanish
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Introduction to Deep Learning & Neural Networks with Keras at Coursera Course details
Introduction to Deep Learning & Neural Networks with Keras
at Coursera
Skills you will learn
More about this course
- Looking to start a career in Deep Learning? Look no further. This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks? You will learn about the different deep learning models and build your first deep learning model using the Keras library.
- After completing this course, learners will be able to:
- describe what a neural network is, what a deep learning model is, and the difference between them.
- demonstrate an understanding of unsupervised deep learning models such as autoencoders and restricted Boltzmann machines.
- demonstrate an understanding of supervised deep learning models such as convolutional neural networks and recurrent networks.
- build deep learning models and networks using the Keras library.
Introduction to Deep Learning & Neural Networks with Keras at Coursera Curriculum
Introduction to Deep Learning & Neural Networks with Keras
at Coursera
Introduction to Neural Networks and Deep Learning
Welcome
Introduction to Deep Learning
Neurons and Neural Networks
Artificial Neural Networks
Syllabus
Introduction to Neural Networks and Deep Learning
Artificial Neural Networks
Gradient Descent
Backpropagation
Vanishing Gradient
Activation Functions
Artificial Neural Networks
Keras and Deep Learning Libraries
Deep Learning Libraries
Regression Models with Keras
Classification Models with Keras
Keras and Deep Learning Libraries
Deep Learning Models
Shallow Versus Deep Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Autoencoders
Deep Learning Models
Course Project
Summary
Introduction to Deep Learning & Neural Networks with Keras at Coursera Admission Process
Introduction to Deep Learning & Neural Networks with Keras
at Coursera
Important Dates
May 25, 2024
Course Commencement Date
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Introduction to Deep Learning & Neural Networks with Keras at Coursera Students Ratings & Reviews
Introduction to Deep Learning & Neural Networks with Keras
at Coursera
5/5
1 Rating- 4-51
M
MILTON KUMAR
Introduction to Deep Learning & Neural Networks with Keras
Offered by Coursera
5
Learning Experience: Learning experience was awesome. gained a lot of knowledge.
Faculty: Microsoft team faculty was there and they were equally good.
Yes the curriculum was very updated and good.
Course Support: I got help in my current project after doing this course.
Reviewed on 15 Jul 2022Read More
View 1 Review
Introduction to Deep Learning & Neural Networks with Keras
at Coursera
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