Machine Learning Basics (Coursera)

Machine Learning Basics (Coursera)
Course Auditing
Categories
Effort
Certification
Languages
Please make sure that you’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.
Misc

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Machine Learning Basics (Coursera)
In this course, you will: understand the basic concepts of machine learning; understand a typical memory-based method, the K nearest neighbor method; understand linear regression; understand model analysis. Please make sure that you’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Syllabus


WEEK 1: The basic concepts of machine learning

WEEK 2: The k-Nearest Neighbors

WEEK 3: Linear Regression

WEEK 4: Logistic Regression



MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Course Auditing
42.00 EUR
Please make sure that you’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.