Machine Learning Mastery: From Data to Advanced Classifiers
Mastering Machine Learning: From Data Import to Model Evaluation with Advanced Classifiers
5.00 (2 reviews)
11
students
3 hours
content
Feb 2024
last update
$19.99
regular price
What you will learn
Importing and preparing data for analysis.
Cleaning and preprocessing techniques for data integrity.
Effective data visualization methods.
Understanding and utilizing correlation heatmaps.
Preprocessing steps for feature scaling and handling categorical variables.
Proper data splitting for training and testing.
Implementation of machine learning models: Support Vector Classifier (SVC), RandomForestClassifier, XGBClassifier, KNeighborsClassifier, LGBMClassifier
Evaluation using Receiver Operator Characteristic (ROC) curve.
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5816642
udemy ID
12/02/2024
course created date
27/02/2024
course indexed date
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