About this Course

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Shareable Certificate
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100% online
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Intermediate Level
Approx. 21 hours to complete
English

Skills you will gain

  • Regression Analysis
  • Supervised Learning
  • Linear Regression
  • Ridge Regression
  • Machine Learning (ML) Algorithms
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
Approx. 21 hours to complete
English

Offered by

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IBM Skills Network

Syllabus - What you will learn from this course

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Week
1
Week 1
4 hours to complete

Introduction to Supervised Machine Learning and Linear Regression

4 hours to complete
11 videos (Total 72 min), 2 readings, 5 quizzes
Week
2
Week 2
4 hours to complete

Data Splits and Polynomial Regression

4 hours to complete
7 videos (Total 56 min), 1 reading, 5 quizzes
Week
3
Week 3
4 hours to complete

Cross Validation

4 hours to complete
7 videos (Total 63 min), 1 reading, 4 quizzes
Week
4
Week 4
3 hours to complete

Bias Variance Trade off and Regularization Techniques: Ridge, LASSO, and Elastic Net

3 hours to complete
11 videos (Total 87 min), 1 reading, 4 quizzes

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