About this Course

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Intermediate Level

B​asic Python and Linear Algebra

Approx. 38 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.
Intermediate Level

B​asic Python and Linear Algebra

Approx. 38 hours to complete
English

Offered by

Placeholder

The University of Chicago

Syllabus - What you will learn from this course

Week
1
Week 1
5 hours to complete

Machine Learning and the Machine Learning Pipeline

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

Least Squares and Maximum Likelihood Estimation

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

Basis Functions and Regularization

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