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Machine Learning Fundamentals
Unit 1
Unit 1: Data Preprocessing
Introduction to Data Preprocessing
Data Cleaning
Feature Engineering
Unit 2
Unit 2: Image Classification
Introduction to Image Classification
Convolutional Neural Networks for Image Classification
Transfer Learning for Image Classification
Unit 3
Unit 3: SVM
Introduction to SVM
Kernel Methods for SVM
Hyperparameter Tuning for SVM
Course Name: Machine Learning Fundamentals, Unit Name: Unit 1: Data Preprocessing