About this Course

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Coursera Labs
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Intermediate Level

Basic Python and Linear Algebra

Approx. 37 hours to complete
English

Skills you will gain

  • Artificial Neural Network
  • Machine Learning
  • Unsupervised Learning
  • Statistical Classification
  • regression
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs External Link
Intermediate Level

Basic Python and Linear Algebra

Approx. 37 hours to complete
English

Offered by

Placeholder

The University of Chicago

Syllabus - What you will learn from this course

Week1
Week 1
5 hours to complete

Machine Learning and the Machine Learning Pipeline

5 hours to complete
6 videos (Total 50 min)
Week2
Week 2
5 hours to complete

Least Squares and Maximum Likelihood Estimation

5 hours to complete
4 videos (Total 17 min)
Week3
Week 3
3 hours to complete

Basis Functions and Regularization

3 hours to complete
4 videos (Total 25 min)
Week4
Week 4
3 hours to complete

Model Selection and Logistic Regression

3 hours to complete
4 videos (Total 24 min)

Frequently Asked Questions

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