Machine Learning Basics
Learn the basics of machine learning, K nearest neighbor method, linear regression, and model analysis in this comprehensive course. Enhance your Python programming skills and grasp essential mathematical concepts for successful implementation.
In this course, you will:
a) understand the basic concepts of machine learning.
b) understand a typical memory-based method, the K nearest neighbor method.
c) understand linear regression.
d) 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.
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