About this Course

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Course 3 of 6 in the
Flexible deadlines
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Intermediate Level
Approx. 8 hours to complete
English

Skills you will gain

Deep LearningArtificial Neural NetworkArtificial Intelligence (AI)Machine Learningkeras
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 3 of 6 in the
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 8 hours to complete
English

Offered by

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IBM

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

Introduction to Neural Networks and Deep Learning

2 hours to complete
4 videos (Total 17 min), 1 reading, 2 quizzes
4 videos
Introduction to Deep Learning4m
Neurons and Neural Networks3m
Artificial Neural Networks5m
1 reading
Syllabus10m
1 practice exercise
Introduction to Neural Networks and Deep Learning30m
Week
2

Week 2

1 hour to complete

Artificial Neural Networks

1 hour to complete
4 videos (Total 22 min)
4 videos
Backpropagation9m
Vanishing Gradient1m
Activation Functions5m
1 practice exercise
Artificial Neural Networks30m
Week
3

Week 3

3 hours to complete

Keras and Deep Learning Libraries

3 hours to complete
3 videos (Total 16 min)
3 videos
Regression Models with Keras6m
Classification Models with Keras5m
1 practice exercise
Keras and Deep Learning Libraries30m
Week
4

Week 4

2 hours to complete

Deep Learning Models

2 hours to complete
4 videos (Total 17 min)
4 videos
Convolutional Neural Networks8m
Recurrent Neural Networks2m
Autoencoders2m
1 practice exercise
Deep Learning Models30m

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About the IBM AI Engineering Professional Certificate

IBM AI Engineering

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