Hadoop Course in Bangalore

Hadoop Training in Bangalore

Machine learning online training

Course Outline



CHAPTER 1:INSTALLATION AND CONFIGURATION

CHAPTER 2:DATA PREPROCESSING

CHAPTER 3:REGRESSION TECHNIQUES

  • Simple Linear Regression
  • Multiple Linear Regression
  • Polynomial Linear Regression
  • Support Vector Regression
  • Decision Tree Regression
  • Random Forest Regression
  • Evaluating Regression Model Performance

CHAPTER 4:CLASSIFICATION TECHNIQUES

  • K-Nearest Neighbors (KNN)
  • Support Vector Machine (SVM)
  • Kernel SVM
  • Naïve Bayes Classification
  • Decision Tree Classification
  • Random Forest Classification
  • Evaluating Classification Model Performance

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