Machine Learning for Beginner (AI) - Data Science

Learn Machine Learning from scratch. Mathematical & Graphical explanation, Python projects and ebooks
4.34 (56 reviews)
Udemy
platform
English
language
Data Science
category
Moein Ud Din
instructor
Machine Learning for Beginner (AI) - Data Science
4 088
students
7 hours
content
Sep 2022
last update
$15.99
regular price

What you will learn

Fundamental of Machine Learning; Introduction, types of machine learning, applications

Supervised, Unsupervised and Reinforcement learning

Principal Component Analysis (PCA); Introduction, mathematical and graphical concepts

Confusion matrix, Under-fitting and Over-fitting, classification and regression of machine model

Support Vector Machine (SVM) Classifier; Introduction, linear and non-linear SVM model, optimal hyperplane, kernel trick, project in Python

K-Nearest Neighbors (KNN) Classifier; Introduction, k-value, Euclidean and Manhattan distances, outliers, project in Python

Naive Bayes Classifier; Introduction, Bayes rule, project in Python

Logistic Regression Classifier; Introduction, non-linear logistic regression, sigmoid function, project in Python

Decision Tree Classifier; Introduction, project in Python

Course Gallery

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4513872
udemy ID
25/01/2022
course created date
26/01/2022
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