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Data Science

134 learners

Introduction to Machine Learning with caret

Embark on your data science journey with the introduction to machine learning using the caret package in R. This course guides you through essential steps like data preprocessing, splitting datasets, training simple models, and evaluating their basic performance.

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5 lessons

25 practices

2 hours

Machine Learning and Predictive Modeling

Course details

Data Preprocessing

Preview

Apply Log Transformation to Data

Fix the Data Preprocessing Code

Preprocess the Iris Dataset

Preprocessing with Transformations

Data Preparation in R

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Next Course: Practical Machine Learning with the mtcars Dataset in R

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