Machine Learning for Beginner (AI) - Data Science
Learn Machine Learning from scratch. Mathematical & Graphical explanation, Python projects and ebooks
4.34 (56 reviews)
4,088
students
7 hours
content
Sep 2022
last update
$49.99
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
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4513872
udemy ID
1/25/2022
course created date
1/26/2022
course indexed date
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