Python Data Science: Classification Modeling
Learn Python for data science & supervised machine learning, and build classification models w/ a top Python instructor!
4.65 (162 reviews)
2 527
students
10 hours
content
Nov 2024
last update
$84.99
regular price
What you will learn
Master the foundations of supervised Machine Learning & classification modeling in Python
Perform exploratory data analysis on model features and targets
Apply feature engineering techniques and split the data into training, test and validation sets
Build and interpret k-nearest neighbors and logistic regression models using scikit-learn
Evaluate model performance using tools like confusion matrices and metrics like accuracy, precision, recall, and F1
Learn techniques for modeling imbalanced data, including threshold tuning, sampling methods, and adjusting class weights
Build, tune, and evaluate decision tree models for classification, including advanced ensemble models like random forests and gradient boosted machines
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5740958
udemy ID
02/01/2024
course created date
16/02/2024
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