About this Course

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Learner Career Outcomes

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started a new career after completing these courses

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Shareable Certificate
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100% online
Start instantly and learn at your own schedule.
Flexible deadlines
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Intermediate Level
Approx. 17 hours to complete
English

Learner Career Outcomes

33%

started a new career after completing these courses

33%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 17 hours to complete
English

Offered by

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Intel

Syllabus - What you will learn from this course

Week
1

Week 1

5 hours to complete

Introduction to Deep Learning and Deep Learning Basics

5 hours to complete
4 videos (Total 64 min), 3 readings, 1 quiz
4 videos
Exercise 1: Introduction to Deep Learning5m
Deep Learning Basics37m
Exercise 2: Deep Learning Basics2m
3 readings
Welcome!5m
Additional Resources (Optional)10m
Additional Resources (Optional)10m
1 practice exercise
Introduction to Deep Learning and Deep Learning Basics30m
Week
2

Week 2

4 hours to complete

Convolutional Neural Networks (CNN), Fine-Tuning and Detection

4 hours to complete
4 videos (Total 44 min), 2 readings, 1 quiz
4 videos
Exercise 3: Convolutional Neural Networks1m
Fine-Tuning and Detection13m
Exercise 4: Fine-Tuning and Detection2m
2 readings
Additional Resources (Optional)10m
Additional Resources (Optional)10m
1 practice exercise
Convolutional Neural Networks, Fine-Tuning and Detection30m
Week
3

Week 3

3 hours to complete

Recurrent Neural Networks (RNN)

3 hours to complete
2 videos (Total 20 min), 1 reading, 1 quiz
2 videos
Exercise 5: Recurrent Neural Networks2m
1 reading
Additional Resources (Optional)10m
1 practice exercise
Recurrent Neural Networks30m
Week
4

Week 4

2 hours to complete

Training Tips and Multinode Distributed Training

2 hours to complete
3 videos (Total 18 min), 2 readings, 1 quiz
3 videos
Exercise 6: Training Tips1m
Multinode Distributed Training11m
2 readings
Additional Resources (Optional)10m
Additional Resources (Optional)10m
1 practice exercise
Training Tips and Multinode Distributed Training30m

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