About this Course

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Course 5 of 6 in the
Flexible deadlines
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Intermediate Level
Approx. 13 hours to complete
English
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 5 of 6 in the
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 13 hours to complete
English

Offered by

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IBM

Syllabus - What you will learn from this course

Week
1

Week 1

5 hours to complete

Introduction

5 hours to complete
5 videos (Total 28 min), 1 reading, 5 quizzes
5 videos
Introduction to TensorFlow7m
TensorFlow 2.x and Eager Execution4m
Introduction to Deep Learning2m
Deep Neural Networks11m
1 reading
Syllabus10m
1 practice exercise
Deep Neural Networks and TensorFlow30m
Week
2

Week 2

2 hours to complete

Supervised Learning Models

2 hours to complete
3 videos (Total 22 min)
3 videos
Convolutional Neural Networks (CNNs) for Classification4m
Convolutional Neural Networks (CNNs) Architecture13m
1 practice exercise
Convolutional Neural Networks30m
Week
3

Week 3

3 hours to complete

Supervised Learning Models (Cont'd)

3 hours to complete
4 videos (Total 22 min)
4 videos
Recurrent Neural Networks (RNNs)5m
The Long Short Term Memory (LSTM) Model5m
Language Modelling7m
1 practice exercise
Recurrent Neural Networks30m
Week
4

Week 4

2 hours to complete

Unsupervised Deep Learning Models

2 hours to complete
2 videos (Total 10 min)
2 videos
Restricted Boltzmann Machines (RBMs)5m
1 practice exercise
Restricted Boltzmann Machines30m

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About the IBM AI Engineering Professional Certificate

IBM AI Engineering

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