About this Course

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Flexible deadlines
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Shareable Certificate
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100% online
Start instantly and learn at your own schedule.
Intermediate Level
Approx. 11 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. 11 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
2 hours to complete

Introduction to Supervised Machine Learning and Linear Regression

2 hours to complete
9 videos (Total 77 min), 3 readings, 3 quizzes
Week
2
Week 2
4 hours to complete

Data Splits and Cross Validation

4 hours to complete
12 videos (Total 116 min), 3 readings, 4 quizzes
Week
3
Week 3
5 hours to complete

Regression with Regularization Techniques: Ridge, LASSO, and Elastic Net

5 hours to complete
11 videos (Total 126 min), 3 readings, 3 quizzes

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