About this Course
4.3
44 ratings
10 reviews

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Intermediate Level

Approx. 12 hours to complete

Suggested: 3-5 hours/week...

English

Subtitles: English

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Intermediate Level

Approx. 12 hours to complete

Suggested: 3-5 hours/week...

English

Subtitles: English

Syllabus - What you will learn from this course

Week
1
5 hours to complete

Introduction to Deep Learning and Deep Learning Basics

...
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
4 hours to complete

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

...
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
3 hours to complete

Recurrent Neural Networks (RNN)

...
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
2 hours to complete

Training Tips and Multinode Distributed Training

...
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
Week
5
2 hours to complete

Hot Research and Intel's Roadmap

...
3 videos (Total 28 min), 2 readings
3 videos
Exercise 8: Reinforcement Learning3m
Intel's Roadmap11m
2 readings
Additional Resources (Optional)10m
Additional Resources (Optional)10m
Week
6
1 hour to complete

Final Quiz

...
1 quiz
1 practice exercise
Final Quiz45m

Instructors

Avatar

Andres Rodriguez

Sr. Principal Engineer
Intel
Avatar

Hanlin Tang

Principal Engineer
Intel AI Products Group

About Intel

The Intel® Developer Zone offers tools and how-to information to enable cross-platform app development through platform and technology information, code samples, and peer expertise in order to help developers innovate and succeed. Join communities for the Internet of Things, Artificial Intelligence, Virtual Reality, Persistent Memory & Game Dev to download tools, access dev kits, share ideas with like-minded developers, and participate in hackathons, contests, roadshows, and local events. ...

Frequently Asked Questions

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

More questions? Visit the Learner Help Center.