In this paper, we propose an effective method using Machine learning for the classification of brain tumor tissues. For
successful treatment correct and early detection of brain tumors is essential. Here proposed system is using Convolutional
Neural Network for feature extraction and classification. In feature extraction, we reduce the number of features in the dataset
by creating new features from the existing ones. Here we recognize the types of tissues using CNN.