Innominds Software interview question

Coding:Basic python programs like calculate frequency of each word in a string, parenthesis matching. Machine Learning: Basics about Linear Regression, Logistic Regression, SVMs, Decision Trees, Random Forest, Boosting methods Deep Learning: Basics about CNNs, Auto encoders, object detection algorithms, segmentation networks, LSTMs