146,034 already enrolled
Instructor(s): Lawrence Carin +3 more
Image of instructor, Lawrence Carin Image of instructor, David CarlsonImage of instructor, Timothy Dunn

Subtitles: English, Arabic,

Offered By

Duke University
Duke University

Introduction to Machine Learning

Duke University

About this Course

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Flexible deadlines
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Intermediate Level
Approx. 25 hours to complete
English
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. 25 hours to complete
English

Offered by

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Duke University

Syllabus - What you will learn from this course

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Week
1

Week 1

7 hours to complete

Simple Introduction to Machine Learning

7 hours to complete
23 videos (Total 163 min), 1 reading, 10 quizzes
Week
2

Week 2

4 hours to complete

Basics of Model Learning

4 hours to complete
6 videos (Total 44 min)
Week
3

Week 3

4 hours to complete

Image Analysis with Convolutional Neural Networks

4 hours to complete
8 videos (Total 45 min)
Week
4

Week 4

5 hours to complete

Recurrent Neural Networks for Natural Language Processing

5 hours to complete
13 videos (Total 136 min)

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