Professional Certificate in Historical Machine Learning Algorithms
-- ViewingNowThe Professional Certificate in Historical Machine Learning Algorithms is a comprehensive course designed to provide learners with in-depth knowledge of classical machine learning algorithms. This program focuses on the importance of understanding the fundamental concepts and techniques that laid the groundwork for modern machine learning.
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ใณใผใน่ฉณ็ดฐ
โข Historical Machine Learning Algorithms
โข Perceptron Algorithm
โข Linear Regression - Ordinary Least Squares
โข Logistic Regression - Maximum Likelihood Estimation
โข Decision Trees - ID3 Algorithm
โข k-Nearest Neighbors - Distance Measures
โข Support Vector Machines - Kernel Trick
โข Naive Bayes Classifier - Bayes' Theorem
โข k-Means Clustering - Hard Clustering
โข Principal Component Analysis - Eigenvalues & Eigenvectors
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