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Introduction to Machine Learning with caret

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Overview

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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.

Syllabus

  • Lesson 1: Data Preprocessing
  • Lesson 2: Splitting the Dataset
  • Lesson 3: Training a Simple Model
  • Lesson 4: Model Prediction and Evaluation
  • Lesson 5: Cross-Validation

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