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
• >>read more>>